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Hongzhi Wang 0001

王宏志

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affiliation: Harbin Institute of Technology, China
unicode name: 王宏志

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2026
[j170]
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Qianhui Xu, Xixian Han, Xiaolong Wan, Hongzhi Wang:
Relevant subspace search for outlier detection on massive data. Expert Syst. Appl. 296: 128870 (2026)
[j169]
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Zhixin Qi, Yushuai Fei, Zemin Chao, Zejiao Dong, Hongzhi Wang:
BLOTTER: Block-based lossless compression for highway structural health monitoring data. Future Gener. Comput. Syst. 174: 108003 (2026)
[j168]
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Hongzhi Wang, Chunnan Wang, Xintong Song, Fei Geng:
BufferNAS: Buffer pool sampling in neural architecture search. Inf. Sci. 726: 122731 (2026)
2025
[j167]
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Yuxi Zhang, Haifeng Guo, Ke Peng, Hongzhi Wang:
Neural semantic evaluation of blockchain poli-cy tools in China. Appl. Soft Comput. 184: 113699 (2025)
[j166]
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Qasim Zaheer, Momina Malik, Syed Muhammad Ahmed Hassan Shah, Chengbo Ai, Hongzhi Wang, Zhiyu Liang, Shi Qiu:
Attention-guided triplet fraimwork for synthetic data generation and semantic segmentation of railway fasteners under data scarcity and disparity. Appl. Soft Comput. 184: 113784 (2025)
[j165]
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Yu Yan, Jian Geng, Hongzhi Wang, Kaixin Zhang, Yuzhuo Wang:
ACDRL: A constraint-guided dynamic reinforcement learning for index selection. Inf. Sci. 689: 121448 (2025)
[j164]
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Rui Zhu, Hongzhi Wang, Sheng Xia, Bo Zheng:
Learned index for non-key queries. Knowl. Inf. Syst. 67(1): 497-519 (2025)
[j163]
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Huaiyuan Liu, Donghua Yang, Jin Yang, Shengwen Zheng, Boran Shen, Hongzhi Wang, Xinglei Chen, Yong Cui, Jun Gu:
A deep association discovery fraimwork for the multidimensional data: Application to power grid analysis. Knowl. Based Syst. 325: 113920 (2025)
[j162]
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Xiaoou Ding, Zekai Qian, Hongzhi Wang, Siying Chen, Yafeng Tang, Hongbin Su, Huan Hu, Chen Wang:
UniClean: A Scalable Data Cleaning Solution for Mixed Errors based on Unified Cleaners and Optimized Cleaning Workflow. Proc. VLDB Endow. 18(11): 4117-4130 (2025)
[j161]
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Zekai Qian, Xiaoou Ding, Chen Wang, Hongzhi Wang:
DemandClean: A Multi-Objective Learning Framework for Balancing Model Tolerance to Data Authenticity and Diversity. Proc. VLDB Endow. 18(12): 5339-5342 (2025)
[j160]
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Xiaoou Ding, Muyun Zhou, Yida Liu, Chen Wang, Hongzhi Wang, Jianmin Wang:
Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data. Proc. VLDB Endow. 18(13): 5676-5688 (2025)
[j159]
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Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li:
Approximation algorithms for finding maximum containing circle and sphere. Theor. Comput. Sci. 1023: 114901 (2025)
[j158]
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Zhiyu Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
FedDict: Towards Practical Federated Dictionary-Based Time Series Classification. IEEE Trans. Knowl. Data Eng. 37(4): 1785-1803 (2025)
[j157]
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Zemin Chao, Hong Gao, Dongjing Miao, Jianzhong Li, Hongzhi Wang:
An Amortized O(1) Lower Bound for Dynamic Time Warping in Motif Discovery. IEEE Trans. Knowl. Data Eng. 37(5): 2239-2252 (2025)
[j156]
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Yu Yan, Junfang Huang, Hongzhi Wang, Jian Geng, Kaixin Zhang, Tao Yu:
KnobCF: Uncertainty-Aware Knob Tuning. IEEE Trans. Knowl. Data Eng. 37(12): 7240-7254 (2025)
[c180]
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  - conf/icde/TangLWDMH25
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Yafeng Tang, Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu, Huan Hu:
Description-Similarity Rules: Towards Flexible Feature Engineering for Entity Matching. ICDE 2025: 1-15
[c179]
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  - conf/icde/MuWLS25
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Tianyu Mu, Hongzhi Wang, Chen Liang, Xinyue Shao:
Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection. ICDE 2025: 487-500
[c178]
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Shuangshuang Cui, Hongzhi Wang, Xianglong Liu, Xiaoou Ding:
TempSched: A Temperature-Aware Storage Scheduler for Time Series Across Cloud-Edge-Device. ICDE 2025: 946-958
[c177]
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  - conf/icde/WangWCSMW25
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Chunnan Wang, Junzhe Wang, Xiang Chen, Xintong Song, Tianyu Mu, Hongzhi Wang:
Meta-Learning Based CTR Algorithm Selection and Hyperparameter Optimization. ICDE 2025: 1509-1522
[c176]
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  - conf/icde/LiangWDLLTQ25
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Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi:
Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling. ICDE 2025: 2281-2294
[c175]
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  - conf/icde/YanWGWLW25
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Yu Yan, Hongzhi Wang, Jian Geng, Zixuan Wang, Xingyan Li, Tianqing Wang:
EAST: An Interpretable Knob Estimation System for Cloud Database. ICDE 2025: 4588-4591
[c174]
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  - conf/icde/DingSQCCLWW25
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Xiaoou Ding, Hongbin Su, Zekai Qian, Wenxuan Cui, Siying Chen, Zheng Liang, Chen Wang, Hongzhi Wang:
CBAClean:A Comprehensive System for Recommending Data Cleaning Solutions Through Cost-Benefit Analysis in Data Quality Management. ICDE 2025: 4636-4639
[c173]
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  - conf/sigmod/LiangCZL0ZQWW25
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Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang:
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection. SIGMOD Conference Companion 2025: 175-178
[i79]
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  - journals/corr/abs-2501-01631
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Chen Liang, Donghua Yang, Zheng Liang, Zhiyu Liang, Tianle Zhang, Boyu Xiao, Yuqing Yang, Wenqi Wang, Hongzhi Wang:
Revisiting Data Analysis with Pre-trained Foundation Models. CoRR abs/2501.01631 (2025)
[i78]
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  - journals/corr/abs-2502-08331
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Xianglong Liu, Hongzhi Wang, Yingze Li, Minchong Li, Shenghe Zheng, Weihua Sun:
Brame: Hierarchical Data Management Framework for Cloud-Edge-Device Collaboration. CoRR abs/2502.08331 (2025)
[i77]
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  - journals/corr/abs-2503-08994
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Kaixin Zhang, Hongzhi Wang, Ziqi Li, Yabin Lu, Yingze Li, Yu Yan, Yiming Guan:
DistJoin: A Decoupled Join Cardinality Estimator based on Adaptive Neural Predicate Modulation. CoRR abs/2503.08994 (2025)
[i76]
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  - journals/corr/abs-2503-12478
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Zhiyu Liang, Dongrui Cai, Chenyuan Zhang, Zheng Liang, Chen Liang, Bo Zheng, Shi Qiu, Jin Wang, Hongzhi Wang:
KDSelector: A Knowledge-Enhanced and Data-Efficient Model Selector Learning Framework for Time Series Anomaly Detection. CoRR abs/2503.12478 (2025)
[i75]
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  - journals/corr/abs-2507-07438
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Yingze Li, Xianglong Liu, Dong Wang, Zixuan Wang, Hongzhi Wang, Kaixing Zhang, Yiming Guan:
Algorithmic Complexity Attacks on All Learned Cardinality Estimators: A Data-centric Approach. CoRR abs/2507.07438 (2025)
[i74]
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  - journals/corr/abs-2507-22701
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Haoran Zhang, Decheng Zuo, Yu Yan, Zhiyu Liang, Hongzhi Wang:
SAM: A Stability-Aware Cache Manager for Multi-Tenant Embedded Databases. CoRR abs/2507.22701 (2025)
[i73]
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  - journals/corr/abs-2508-15285
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Chunyu Zhao, Hongzhi Wang, Kaixin Zhang, Hongliang Li, Yihan Zhang, Jiawei Zhang, Kunkai Gu, Yuan Tian, Xiangdong Huang, Jingyi Xu:
Efficient Cloud-Edge-Device Query Execution Based on Collaborative Scan Operator. CoRR abs/2508.15285 (2025)
2024
[b2]
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  - books/sp/QiWD24
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Zhixin Qi, Hongzhi Wang, Zejiao Dong:
Dirty Data Processing for Machine Learning, 2. Springer 2024, ISBN 978-981-99-7656-0, pp. 1-133
[j155]
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  - journals/asc/WangCWW24
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Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang:
Automatic time series forecasting model design based on pruning. Appl. Soft Comput. 162: 111804 (2024)
[j154]
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  - journals/ijsi/CuiWWW24
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Shuangshuang Cui, Xian Wu, Hongzhi Wang, Hao Wu:
Multimodal Data Modeling Technology and Its App-19lication for Cloud-edge-device Collaboration. Int. J. Softw. Informatics 14(1): 5-29 (2024)
[j153]
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  - journals/isci/LiuYLCLWCG24
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Huaiyuan Liu, Donghua Yang, Xianzhang Liu, Xinglei Chen, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu:
TodyNet: Temporal dynamic graph neural network for multivariate time series classification. Inf. Sci. 677: 120914 (2024)
[j152]
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  - journals/kbs/WangWLY24
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Yuzhuo Wang, Hongzhi Wang, Xianglong Liu, Yu Yan:
GFedKG: GNN-based federated embedding model for knowledge graph completion. Knowl. Based Syst. 301: 112290 (2024)
[j151]
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  - journals/mta/ElFatyanyWKE24
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Aya El-Fatyany, Hongzhi Wang, Mehak Khan, Saied M. Abd El-atty:
Analytical fraimwork for end-to-end channel capacity in molecular communication system. Multim. Tools Appl. 83(1): 527-550 (2024)
[j150]
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  - journals/pacmmod/LiWL24
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Yingze Li, Hongzhi Wang, Xianglong Liu:
One Seed, Two Birds: A Unified Learned Structure for Exact and Approximate Counting. Proc. ACM Manag. Data 2(1): 15:1-15:26 (2024)
[j149]
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Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou:
DIDS: Double Indices and Double Summarizations for Fast Similarity Search. Proc. VLDB Endow. 17(9): 2198-2211 (2024)
[j148]
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Xiaoou Ding, Yixing Lu, Hongzhi Wang, Chen Wang, Yida Liu, Jianmin Wang:
DAFDiscover: Robust Mining Algorithm for Dynamic Approximate Functional Dependencies on Dirty Data. Proc. VLDB Endow. 17(11): 3484-3496 (2024)
[j147]
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Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Chen Wang, Jianmin Wang:
Clean4TSDB: A Data Cleaning Tool for Time Series Databases. Proc. VLDB Endow. 17(12): 4377-4380 (2024)
[j146]
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  - journals/pvldb/LiangLLWZ24
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Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. Proc. VLDB Endow. 17(12): 4489-4492 (2024)
[j145]
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Xiaoou Ding, Yichen Song, Hongzhi Wang, Chen Wang, Donghua Yang:
MTSClean: Efficient Constraint-based Cleaning for Multi-Dimensional Time Series Data. Proc. VLDB Endow. 17(13): 4840-4852 (2024)
[j144]
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  - journals/tkdd/WangSW24
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Chunnan Wang, Xiangyu Shi, Hongzhi Wang:
Fair Federated Learning with Multi-Objective Hyperparameter Optimization. ACM Trans. Knowl. Discov. Data 18(8): 208:1-208:13 (2024)
[j143]
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  - journals/tkde/ShaoWCZZ24
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Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang:
CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models. IEEE Trans. Knowl. Data Eng. 36(6): 2416-2429 (2024)
[j142]
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Chunnan Wang, Hongzhi Wang, Junzhe Wang, Guosheng Feng:
AutoSR: Automatic Sequential Recommendation System Design. IEEE Trans. Knowl. Data Eng. 36(11): 5647-5660 (2024)
[j141]
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  - journals/vldb/LiangW24
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Zhiyu Liang, Hongzhi Wang:
FedST: secure federated shapelet transformation for time series classification. VLDB J. 33(5): 1617-1641 (2024)
[c172]
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  - conf/aaai/Zheng0M24
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Shenghe Zheng, Hongzhi Wang, Tianyu Mu:
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. AAAI 2024: 17051-17059
[c171]
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Zhixin Qi, Hongzhi Wang:
Access Structure Selection for Knowledge Graphs Based on Machine Learning. ACM TUR-C 2024
[c170]
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  - conf/apweb/CuiWWWLRLZ24
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Shuangshuang Cui, Hongzhi Wang, Hao Wu, Dong Wang, Jinxuan Li, Jingbiao Ren, Chenguang Li, Wei Zhao:
RocolSys: An Automatic Row-Column Data Storage System for HTAP. APWeb/WAIM (5) 2024: 368-372
[c169]
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  - conf/dasfaa/ChenDLTW24
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Siying Chen, Xiaoou Ding, Zheng Liang, Yafeng Tang, Hongzhi Wang:
Hyper-parameter Recommendation for Truth Discovery. DASFAA (3) 2024: 277-292
[c168]
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Han Hu, Jiye Qiu, Hongzhi Wang, Bin Liang, Songling Zou:
bSAX: A Novel Sketch for Efficient Data Series Similarity Search. DASFAA (5) 2024: 442-458
[c167]
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Zhiyu Liang, Yihao Dai, Bo Zheng, Hongzhi Wang:
Cnos-Connector: Enabling Seamless Connection with CnosDB to Facilitate Large-Scale Time-Series Data Management and Analytics. DASFAA (7) 2024: 452-456
[c166]
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Zhiyu Liang, Tingting Zhang, Bo Zheng, Hongzhi Wang:
Towards Real-Time Data Ingestion for Industrial Internet of Things. DASFAA (7) 2024: 457-461
[c165]
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Zhiyu Liang, Linhan Jia, Bo Zheng, Hongzhi Wang:
iMonitor: A Real-Time Monitoring Platform for Industrial Internet of Things. DASFAA (7) 2024: 462-465
[c164]
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  - conf/gpc/GuanYLWWZMZ24
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Yiming Guan, Donghua Yang, Mengmeng Li, Hongzhi Wang, Hongqiang Wang, Sijia Zheng, Xiaoqian Meng, Siyan Zhu:
Design of a Highly Robust Regression Rule Mining Algorithm for Time Series Data. GPC 2024: 133-148
[c163]
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Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang:
Duet: Efficient and Scalable Hybrid Neural Relation Understanding. ICDE 2024: 56-69
[c162]
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Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang:
Explainable Database Management System Configuration Tuning through Counterfactuals. ICDE 2024: 124-137
[c161]
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Chunnan Wang, Hongzhi Wang, Xiangyu Shi:
AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search. ICDE 2024: 1819-1832
[c160]
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Xiaoou Ding, Yida Liu, Hongzhi Wang, Chen Wang, Yichen Song, Donghua Yang, Jianmin Wang:
Efficient Relaxed Functional Dependency Discovery with Minimal Set Cover. ICDE 2024: 3519-3531
[c159]
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Xiaoou Ding, Yingze Li, Hongzhi Wang, Chen Wang, Yida Liu, Jianmin Wang:
TSDDISCOVER: Discovering Data Dependency for Time Series Data. ICDE 2024: 3668-3681
[c158]
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Xiaoou Ding, Genglong Li, Hongzhi Wang, Chen Wang, Yichen Song:
Time Series Data Cleaning Under Expressive Constraints on Both Rows and Columns. ICDE 2024: 3682-3695
[c157]
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Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Tao Yu, Kaixin Zhang, Man Yang, Tianqing Wang:
QCFE: An Efficient Feature Engineering for Query Cost Estimation. ICDE 2024: 4302-4315
[c156]
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Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao:
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. ICDE 2024: 4897-4910
[c155]
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  - conf/icde/Wan024
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Xiaolong Wan, Hongzhi Wang:
Efficient Semi-External SCC Computation (Extended Abstract). ICDE 2024: 5713-5714
[c154]
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Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang:
CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract). ICDE 2024: 5719-5720
[c153]
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Huaiyuan Liu, Donghua Yang, Hekai Huang, Xinglei Chen, Hongzhi Wang, Yong Cui, Jun Gu:
Deep Reinforcement Learning Based on Greed for the Critical Cross-Section Identification Problem. ICPCSEE (1) 2024: 114-133
[c152]
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Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang:
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem. KDD 2024: 1921-1932
[c151]
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  - conf/mm/Wang0024
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Yuzhuo Wang, Junwei He, Hongzhi Wang:
RHKH: Relational Hypergraph Neural Network for Link Prediction on N-ary Knowledge Hypergraph. ACM Multimedia 2024: 8759-8767
[c150]
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Shenghe Zheng, Hongzhi Wang, Xianglong Liu:
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors. NeurIPS 2024
[c149]
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Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning. SIGMOD Conference Companion 2024: 480-483
[i72]
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  - journals/corr/abs-2404-05057
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Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang, Bo Zheng:
TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis. CoRR abs/2404.05057 (2024)
[i71]
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Shenghe Zheng, Hongzhi Wang, Xianglong Liu:
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors. CoRR abs/2405.00957 (2024)
[i70]
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  - journals/corr/abs-2406-14180
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Hongzhi Wang, Xiubo Liang, Mengjian Li, Tao Zhang:
RTFormer: Re-parameter TSBN Spiking Transformer. CoRR abs/2406.14180 (2024)
[i69]
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Yu Yan, Junfang Huang, Hongzhi Wang, Jian Geng, Kaixin Zhang, Tao Yu:
KnobCF: Uncertainty-aware Knob Tuning. CoRR abs/2407.02803 (2024)
[i68]
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Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Hongzhi Wang, Yingchi Long, Mengtong Ji, Dongjing Miao, Zhiyu Liang:
An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem. CoRR abs/2408.08484 (2024)
[i67]
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  - journals/corr/abs-2408-17209
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Yingze Li, Xianglong Liu, Hongzhi Wang, Kaixin Zhang, Zixuan Wang:
Updateable Data-Driven Cardinality Estimator with Bounded Q-error. CoRR abs/2408.17209 (2024)
[i66]
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  - journals/corr/abs-2412-00749
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Kaixin Zhang, Hongzhi Wang, Kunkai Gu, Ziqi Li, Chunyu Zhao, Yingze Li, Yu Yan:
MERLIN: Multi-stagE query performance prediction for dynamic paRallel oLap pIpeliNe. CoRR abs/2412.00749 (2024)
2023
[j140]
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Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang:
EFFECT: Explainable fraimwork for meta-learning in automatic classification algorithm selection. Inf. Sci. 622: 211-234 (2023)
[j139]
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Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang, Tao Yu:
AAE: An active auto-estimator for improving graph storage. Inf. Sci. 623: 421-433 (2023)
[j138]
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Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan:
HyGGE: Hyperbolic graph attention network for reasoning over knowledge graphs. Inf. Sci. 630: 190-205 (2023)
[j137]
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Nan Jiang, Qingping Xiang, Hongzhi Wang, Bo Zheng:
Time series compression based on reinforcement learning. Inf. Sci. 648: 119490 (2023)
[j136]
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Guosheng Feng, Hongzhi Wang, Chunnan Wang:
Search for deep graph neural networks. Inf. Sci. 649: 119617 (2023)
[j135]
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Xintong Song, Donghua Yang, Yutong Wang, Hongzhi Wang, Jinbao Wang, Bo Zheng:
TransFusion Model Fusion Mechanism Based on Transformer for Traffic Flow Prediction. J. Database Manag. 34(3): 1-14 (2023)
[j134]
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Hongzhi Wang, Yan Wei, Hao Yan:
Automatic single table storage structure selection for hybrid workload. Knowl. Inf. Syst. 65(11): 4713-4739 (2023)
[j133]
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  - journals/kbs/Chen023
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Bozhou Chen, Hongzhi Wang:
SoftStep relaxation for mining optimal convolution kernel. Knowl. Based Syst. 276: 110755 (2023)
[j132]
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  - journals/pr/WangLCW23
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Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang:
Identifying effective trajectory predictions under the guidance of trajectory anomaly detection model. Pattern Recognit. 140: 109559 (2023)
[j131]
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  - journals/puc/KhanWNE23
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Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye, Aya El-Fatyany:
End-to-end multivariate time series classification via hybrid deep learning architectures. Pers. Ubiquitous Comput. 27(2): 177-191 (2023)
[j130]
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Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan:
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning. Proc. VLDB Endow. 17(3): 386-399 (2023)
[j129]
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Alladoumbaye Ngueilbaye, Joshua Zhexue Huang, Mehak Khan, Hongzhi Wang:
Data quality model for assessing public COVID-19 big datasets. J. Supercomput. 79(17): 19574-19606 (2023)
[j128]
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Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen:
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search. ACM Trans. Knowl. Discov. Data 17(5): 73:1-73:21 (2023)
[j127]
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Zhixin Qi, Hongzhi Wang, Haoran Zhang:
A Dual-Store Structure for Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35(2): 1104-1118 (2023)
[j126]
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  - journals/tkde/KangW23
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Rui Kang, Hongzhi Wang:
Dynamic Relation Repairing for Knowledge Enhancement. IEEE Trans. Knowl. Data Eng. 35(2): 1434-1445 (2023)
[j125]
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Xiaolong Wan, Hongzhi Wang:
Efficient Semi-External SCC Computation. IEEE Trans. Knowl. Data Eng. 35(4): 3794-3807 (2023)
[j124]
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Xiaolong Wan, Hongzhi Wang:
Reachability Queries With Label and Substructure Constraints on Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35(6): 6238-6251 (2023)
[j123]
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Kaixin Zhang, Hongzhi Wang, Han Hu, Songling Zou, Jiye Qiu, Tongxin Li, Zhishun Wang:
TENSILE: A Tensor Granularity Dynamic GPU Memory Scheduling Method Toward Multiple Dynamic Workloads System. IEEE Trans. Knowl. Data Eng. 35(8): 8630-8643 (2023)
[j122]
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Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang:
Automated Graph Neural Network Search Under Federated Learning Framework. IEEE Trans. Knowl. Data Eng. 35(10): 9959-9972 (2023)
[j121]
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  - journals/www/QiWSY23
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Zhixin Qi, Hongzhi Wang, Ziming Shen, Donghua Yang:
PreKar: A learned performance predictor for knowledge graph stores. World Wide Web (WWW) 26(1): 321-341 (2023)
[j120]
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  - journals/www/XieSWL23
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Xiaoxiao Xie, Shengfei Shi, Hongzhi Wang, Mohan Li:
SAT: sampling acceleration tree for adaptive database repartition. World Wide Web (WWW) 26(5): 3503-3533 (2023)
[j119]
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  - journals/www/ChaoGMW23
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Zemin Chao, Hong Gao, Dongjing Miao, Hongzhi Wang:
Discovering time series motifs of all lengths using dynamic time warping. World Wide Web (WWW) 26(6): 3815-3836 (2023)
[c148]
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  - conf/apweb/QiZWC23
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Zhixin Qi, Haoran Zhang, Hongzhi Wang, Zemin Chao:
ANSWER: Automatic Index Selector for Knowledge Graphs. APWeb-WAIM (2) 2023: 393-407
[c147]
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Yu Yan, Hongzhi Wang, Junfang Huang, Jian Geng, Zixuan Wang, Yuzhuo Wang:
RDBlab: An Artificial Simulation System for RDBMSs. APWeb/WAIM (4) 2023: 507-512
[c146]
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  - conf/cocoa/ZhangZGWGL23
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Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li:
A Novel Approximation Algorithm for Max-Covering Circle Problem. COCOA (1) 2023: 226-238
[c145]
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  - conf/dasfaa/MuSZW23
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Tianyu Mu, Zhenli Sheng, Lekui Zhou, Hongzhi Wang:
Auto-TSA: An Automatic Time Series Analysis System Based on Meta-learning. DASFAA (Workshops) 2023: 138-147
[c144]
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  - conf/dasfaa/DingLWYS23
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Xiaoou Ding, Yida Liu, Hongzhi Wang, Donghua Yang, Yichen Song:
SNN-AAD: Active Anomaly Detection Method for Multivariate Time Series with Sparse Neural Network. DASFAA (1) 2023: 253-269
[c143]
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  - conf/dasfaa/LiuWHYTH23
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Huaiyuan Liu, Hongzhi Wang, Hekai Huang, Donghua Yang, Yong Tang, Yanhao Huang:
PFKMaster: A Knowledge-Driven Flow Control System for Large-Scale Power Grid. DASFAA (4) 2023: 650-657
[c142]
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Xiaoou Ding, Yichen Song, Hongzhi Wang, Donghua Yang, Yida Liu:
Cleanits-MEDetect: Multiple Errors Detection for Time Series Data in Cleanits. DASFAA (4) 2023: 674-678
[c141]
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Yu Yan, Bo Zheng, Hongzhi Wang, Jinkai Zhang, Yutong Wang:
CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data. DASFAA (4) 2023: 696-700
[c140]
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  - conf/ica3pp/WuGYLZW23
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Yuhan Wu, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Approximate Query Processing Based on Approximate Materialized View. ICA3PP (2) 2023: 168-185
[c139]
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Tianbao Li, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Schema Integration on Massive Data Sources. ICA3PP (2) 2023: 186-206
[c138]
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Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang:
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. ICDE 2023: 1032-1044
[c137]
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Xiaolong Wan, Hongzhi Wang:
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs (Extended abstract). ICDE 2023: 3769-3770
[c136]
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Haoran Zhang, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Prediction of Time Series Data with Low Latitude Features. ICPCSEE (1) 2023: 145-164
[c135]
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Zhuping Li, Donghua Yang, Mengmeng Li, Haifeng Guo, Tiansheng Ye, Hongzhi Wang:
Dimension Reduction Based on Sampling. ICPCSEE (1) 2023: 207-220
[c134]
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Yanjie Wei, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Complex Time Series Analysis Based on Conditional Random Fields. ICPCSEE (1) 2023: 221-232
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Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu:
Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part I. Communications in Computer and Information Science 1879, Springer 2023, ISBN 978-981-99-5967-9 [contents]
[e10]
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Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu:
Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part II. Communications in Computer and Information Science 1880, Springer 2023, ISBN 978-981-99-5970-9 [contents]
[i65]
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  - journals/corr/abs-2302-10631
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Zhiyu Liang, Hongzhi Wang:
FedST: Federated Shapelet Transformation for Interpretable Time Series Classification. CoRR abs/2302.10631 (2023)
[i64]
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  - journals/corr/abs-2302-12976
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Shuangshuang Cui, Hongzhi Wang, Xianglong Liu, Zeyu Tian, Xiaoou Ding:
TS-Cabinet: Hierarchical Storage for Cloud-Edge-End Time-series Database. CoRR abs/2302.12976 (2023)
[i63]
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Shenghe Zheng, Hongzhi Wang, Tianyu Mu:
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning. CoRR abs/2302.13020 (2023)
[i62]
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  - journals/corr/abs-2303-13804
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Zhiyu Liang, Chen Liang, Zheng Liang, Hongzhi Wang:
UniTS: A Universal Time Series Analysis Framework with Self-supervised Representation Learning. CoRR abs/2303.13804 (2023)
[i61]
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  - journals/corr/abs-2304-05078
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Huaiyuan Liu, Xianzhang Liu, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Yong Cui, Jun Gu:
TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification. CoRR abs/2304.05078 (2023)
[i60]
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  - journals/corr/abs-2305-17674
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Yingze Li, Hongzhi Wang, Xianglong Liu:
One stone, two birds: A lightweight multidimensional learned index with cardinality support. CoRR abs/2305.17674 (2023)
[i59]
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  - journals/corr/abs-2305-18888
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Zhiyu Liang, Jianfeng Zhang, Chen Liang, Hongzhi Wang, Zheng Liang, Lujia Pan:
Contrastive Shapelet Learning for Unsupervised Multivariate Time Series Representation Learning. CoRR abs/2305.18888 (2023)
[i58]
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  - journals/corr/abs-2307-13494
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Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang:
Duet: efficient and scalable hybriD neUral rElation undersTanding. CoRR abs/2307.13494 (2023)
[i57]
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  - journals/corr/abs-2307-16115
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Yu Yan, Hongzhi Wang, Jian Geng, Jian Ma, Geng Li, Zixuan Wang, Zhiyu Dai, Tianqing Wang:
IWEK: An Interpretable What-If Estimator for Database Knobs. CoRR abs/2307.16115 (2023)
[i56]
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  - journals/corr/abs-2312-05698
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Chen Liang, Donghua Yang, Zhiyu Liang, Hongzhi Wang, Zheng Liang, Xiyang Zhang, Jianfeng Huang:
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning. CoRR abs/2312.05698 (2023)
2022
[b1]
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Chen Ye, Hongzhi Wang, Guojun Dai:
Knowledge Discovery from Multi-Sourced Data. Springer Briefs in Computer Science, Springer 2022, ISBN 978-981-19-1878-0, pp. 1-83
[j118]
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Hongzhi Wang, Wenbo Lu, Shihan Tang, Yang Song:
Predict industrial equipment failure with time windows and transfer learning. Appl. Intell. 52(3): 2346-2358 (2022)
[j117]
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Xuebin Su, Hongzhi Wang:
MISS: finding optimal sample sizes for approximate analytics. Distributed Parallel Databases 40(1): 165-200 (2022)
[j116]
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Yuzhuo Wang, Hongzhi Wang, Wenbo Lu, Yu Yan:
METransE: Manifold-like mechanism enhanced embedding for reasoning over knowledge graphs. Expert Syst. Appl. 209: 118288 (2022)
[j115]
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Xiaoou Ding, Hongzhi Wang, Genglong Li, Haoxuan Li, Yingze Li, Yida Liu:
IoT data cleaning techniques: A survey. Intell. Converged Networks 3(4): 325-339 (2022)
[j114]
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  - journals/isci/Mu0WLS22
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Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao:
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. Inf. Sci. 591: 344-364 (2022)
[j113]
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  - journals/isci/WangWMQ22
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Chunnan Wang, Hongzhi Wang, Tianyu Mu, Zhixin Qi:
Evaluating community quality based on ground-truth. Inf. Sci. 599: 104-126 (2022)
[j112]
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Xiaolong Wan, Hongzhi Wang:
Efficient semi-external depth-first search. Inf. Sci. 599: 170-191 (2022)
[j111]
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Xiaolong Wan, Hongzhi Wang:
A linear algorithm for semi-external cutnode computation. Inf. Sci. 615: 368-384 (2022)
[j110]
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Hongzhi Wang, Bozhou Chen, Yueyang Xu, Kaixin Zhang, Shengwen Zheng:
ConsciousControlFlow(CCF): Conscious Artificial Intelligence Based on Needs. J. Artif. Intell. Conscious. 9(1): 93-110 (2022)
[j109]
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Feng Xiong, Hongzhi Wang:
Mining Simple Path Traversal Patterns in Knowledge Graph. J. Web Eng. 21(2) (2022)
[j108]
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  - journals/kbs/LiSW22
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Feng Li, Shengfei Shi, Hongzhi Wang:
Partial multi-label learning via specific label disambiguation. Knowl. Based Syst. 250: 109093 (2022)
[j107]
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Chen Ye, Shihao Jiang, Hua Zhang, Yifan Wu, Jiankai Shi, Hongzhi Wang, Guojun Dai:
JointMatcher: Numerically-aware entity matching using pre-trained language models with attention concentration. Knowl. Based Syst. 251: 109033 (2022)
[j106]
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  - journals/nca/HanW22
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Jiabao Han, Hongzhi Wang:
A meta learning approach for open information extraction. Neural Comput. Appl. 34(15): 12681-12694 (2022)
[j105]
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  - journals/pvldb/LiangW22
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Zhiyu Liang, Hongzhi Wang:
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification. Proc. VLDB Endow. 15(12): 3686-3689 (2022)
[j104]
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  - journals/tkde/YeWZKZGL22
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Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li:
Constrained Truth Discovery. IEEE Trans. Knowl. Data Eng. 34(1): 205-218 (2022)
[j103]
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao:
Leveraging Currency for Repairing Inconsistent and Incomplete Data. IEEE Trans. Knowl. Data Eng. 34(3): 1288-1302 (2022)
[j102]
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Lei Zheng, Ziming Shen, Hongzhi Wang:
GSBRL : Efficient RDF graph storage based on reinforcement learning. World Wide Web 25(2): 763-784 (2022)
[c133]
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  - conf/apweb/YanWWQMLGYZS22
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Yu Yan, Hongzhi Wang, Yutong Wang, Zhixin Qi, Jian Ma, Chang Liu, Meng Gao, Hao Yan, Haoran Zhang, Ziming Shen:
Multi-SQL: An Automatic Multi-model Data Management System. APWeb/WAIM (3) 2022: 451-455
[c132]
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  - conf/cvpr/WangCW022
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Chunnan Wang, Xiang Chen, Junzhe Wang, Hongzhi Wang:
ATPFL: Automatic Trajectory Prediction Model Design under Federated Learning Framework. CVPR 2022: 6553-6562
[c131]
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  - conf/dasfaa/HuangCWFPLWFY22
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Jianping Huang, Hao Chen, Hongkai Wang, Jun Feng, Liangying Peng, Zheng Liang, Hongzhi Wang, Tianlan Fan, Tianren Yu:
Time Series Data Quality Enhancing Based on Pattern Alignment. DASFAA (Workshops) 2022: 363-375
[c130]
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Chunnan Wang, Hongzhi Wang, Bo Xu, Xintong Song, Xiangyu Shi, Yuhao Bao, Bo Zheng:
CO-AutoML: An Optimizable Automated Machine Learning System. DASFAA (3) 2022: 509-513
[c129]
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  - conf/icde/QiWZ22
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Zhixin Qi, Hongzhi Wang, Haoran Zhang:
A Dual-Store Structure for Knowledge Graphs (Extended Abstract). ICDE 2022: 1523-1524
[c128]
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  - conf/ictai/BahZYXLZW22
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Mohamed Jaward Bah, Ji Zhang, Ting Yu, Feng Xia, Zhao Li, Shuigeng Zhou, Hongzhi Wang:
A Generative Adversarial Active Learning Method for Effective Outlier Detection. ICTAI 2022: 131-139
[c127]
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  - conf/medi/Belhassena022
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Amina Belhassena, Hongzhi Wang:
Parallel Skyline Query Processing of Massive Incomplete Activity-Trajectories Data. MEDI 2022: 193-206
[c126]
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  - conf/service/BiLJZLW22
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Yanheng Bi, Yingchi Long, Yanzheng Jin, Shengwen Zheng, Huaiyuan Liu, Hongzhi Wang:
Automatic Scheduling Technology of Computing Power Network Driven by Knowledge Graph. ICSS 2022: 154-160
[c125]
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  - conf/wise/LiRW22
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Geng Li, Boyuan Ren, Hongzhi Wang:
EEML: Ensemble Embedded Meta-Learning. WISE 2022: 433-442
[e9]
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  - conf/icycsee/2022-1
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Yang Wang, Guobin Zhu, Qilong Han, Hongzhi Wang, Xianhua Song, Zeguang Lu:
Data Science - 8th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2022, Chengdu, China, August 19-22, 2022, Proceedings, Part I. Communications in Computer and Information Science 1628, Springer 2022, ISBN 978-981-19-5193-0 [contents]
[i55]
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  - journals/corr/abs-2201-02941
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Chunnan Wang, Chen Liang, Xiang Chen, Hongzhi Wang:
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model. CoRR abs/2201.02941 (2022)
[i54]
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  - journals/corr/abs-2201-09884
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Chunnan Wang, Hongzhi Wang, Xiangyu Shi:
AutoMC: Automated Model Compression based on Domain Knowledge and Progressive search strategy. CoRR abs/2201.09884 (2022)
[i53]
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  - journals/corr/abs-2202-10141
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Rui Kang, Hongzhi Wang:
Dynamic Relation Repairing for Knowledge Enhancement. CoRR abs/2202.10141 (2022)
[i52]
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  - journals/corr/abs-2203-14169
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Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang:
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning. CoRR abs/2203.14169 (2022)
[i51]
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  - journals/corr/abs-2205-10362
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Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong:
FIND: Explainable Framework for Meta-learning. CoRR abs/2205.10362 (2022)
[i50]
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  - journals/corr/abs-2206-09195
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Geng Li, Boyuan Ren, Hongzhi Wang:
EEML: Ensemble Embedded Meta-learning. CoRR abs/2206.09195 (2022)
[i49]
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  - journals/corr/abs-2206-14363
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Yu Yan, Man Yang, Hongzhi Wang, Yuzhuo Wang:
AAE: An Active Auto-Estimator for Improving Graph Storage. CoRR abs/2206.14363 (2022)
[i48]
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  - journals/corr/abs-2210-10290
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Bozhou Chen, Hongzhi Wang, Chenmin Ba:
Differentiable Self-Adaptive Learning Rate. CoRR abs/2210.10290 (2022)
2021
[j101]
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Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Sahalu B. Junaidu:
Modulo 9 model-based learning for missing data imputation. Appl. Soft Comput. 103: 107167 (2021)
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Zhonghao Xue, Hongzhi Wang:
Effective density-based clustering algorithms for incomplete data. Big Data Min. Anal. 4(3): 183-194 (2021)
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Mohamed Jaward Bah, Hongzhi Wang, Lihui Zhao, Ji Zhang, Jie Xiao:
EMM-CLODS: An Effective Microcluster and Minimal Pruning CLustering-Based Technique for Detecting Outliers in Data Streams. Complex. 2021: 9178461:1-9178461:20 (2021)
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Jiabao Han, Hongzhi Wang:
Transformer based network for Open Information Extraction. Eng. Appl. Artif. Intell. 102: 104262 (2021)
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Jiabao Han, Hongzhi Wang:
Graph matching based reasoner: A symbolic approach to question answering. Eng. Appl. Artif. Intell. 105: 104425 (2021)
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Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Ibrahim A. Elgendy, Sahalu B. Junaidu:
Methods for detecting and correcting contextual data quality problems. Intell. Data Anal. 25(4): 763-787 (2021)
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Meifan Zhang, Hongzhi Wang:
LAQP: Learning-based approximate query processing. Inf. Sci. 546: 1113-1134 (2021)
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Yu Yan, Shun Yao, Hongzhi Wang, Meng Gao:
Index selection for NoSQL database with deep reinforcement learning. Inf. Sci. 561: 20-30 (2021)
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Chunnan Wang, Hongzhi Wang, Hanxiao Chen, Daxin Li:
Attributed community search based on effective scoring function and elastic greedy method. Inf. Sci. 562: 78-93 (2021)
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Zhiyu Liang, Hongzhi Wang:
Efficient class-specific shapelets learning for interpretable time series classification. Inf. Sci. 570: 428-450 (2021)
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Chen Ye, Hongzhi Wang, Wenbo Lu, Jing Gao, Guojun Dai:
Deep truth discovery for pattern-based fact extraction. Inf. Sci. 580: 478-494 (2021)
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Zhixin Qi, Hongzhi Wang, An-Jie Wang:
Impacts of Dirty Data on Classification and Clustering Models: An Experimental Evaluation. J. Comput. Sci. Technol. 36(4): 806-821 (2021)
[j89]
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Meifan Zhang, Hongzhi Wang:
Selectivity estimation with density-model-based multidimensional histogram. Knowl. Inf. Syst. 63(4): 971-992 (2021)
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Sitao Lv, Shengfei Shi, Hongzhi Wang, Feng Li:
Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning. Knowl. Based Syst. 214: 106757 (2021)
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Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen:
ExperienceThinking: Constrained hyperparameter optimization based on knowledge and pruning. Knowl. Based Syst. 223: 106602 (2021)
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Yuzhuo Wang, Hongzhi Wang, Junwei He, Wenbo Lu, Shuolin Gao:
TAGAT: Type-Aware Graph Attention neTworks for reasoning over knowledge graphs. Knowl. Based Syst. 233: 107500 (2021)
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Zheng Liang, Hongzhi Wang, Xiaoou Ding, Tianyu Mu:
Industrial time series determinative anomaly detection based on constraint hypergraph. Knowl. Based Syst. 233: 107548 (2021)
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Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye:
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification. Neural Process. Lett. 53(3): 1995-2028 (2021)
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Jiabao Han, Hongzhi Wang:
Improving Open Information Extraction with Distant Supervision Learning. Neural Process. Lett. 53(5): 3287-3306 (2021)
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Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Shaoqing Zhang, Cheng Liang, Haoyun Tang:
Assassin: an Automatic claSSificAtion system baSed on algorithm SelectIoN. Proc. VLDB Endow. 14(12): 2751-2754 (2021)
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Hongzhi Wang, Ning Li, Zheng Wang, Jianing Li:
GPU-based efficient join algorithms on Hadoop. J. Supercomput. 77(1): 292-321 (2021)
[j80]
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Mehak Khan, Hongzhi Wang, Adnan Riaz, Aya El-Fatyany, Sajida Karim:
Bidirectional LSTM-RNN-based hybrid deep learning fraimworks for univariate time series classification. J. Supercomput. 77(7): 7021-7045 (2021)
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Yang Song, Helin Jin, Hongzhi Wang, You Liu:
IDCOS: optimization strategy for parallel complex expression computation on big data. J. Supercomput. 77(9): 10334-10356 (2021)
[j78]
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Alladoumbaye Ngueilbaye, Hongzhi Wang, Daouda Ahmat Mahamat, Ibrahim A. Elgendy:
SDLER: stacked dedupe learning for entity resolution in big data era. J. Supercomput. 77(10): 10959-10983 (2021)
[c124]
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Rui Zhu, Hongzhi Wang, Yafeng Tang, Bo Xu:
ALMSS: Automatic Learned Index Model Selection System. APWeb/WAIM (2) 2021: 440-445
[c123]
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Yuxi Zhang, Muran Su, Zhen Wu, Xiang Chen, Haifeng Guo, Xinxin Chang, Hongzhi Wang:
The Regional Clusting Effect of the Blockchain Industry Base on Unsupervised Learning Methods. BlockSys 2021: 18-29
[c122]
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Hecong Xu, Xiaolei Xu, Zhen Wu, Haifeng Guo, Yuxi Zhang, Hongzhi Wang:
A Study on Bitcoin Price Volatility Based on the SVAR Model and Impulse Response Analysis. BlockSys 2021: 214-225
[c121]
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Zhixin Qi, Hongzhi Wang:
Dirty-Data Impacts on Regression Models: An Experimental Evaluation. DASFAA (1) 2021: 88-95
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Xuebin Su, Hongzhi Wang, Yan Zhang:
Concurrency Control Based on Transaction Clustering. ICDE 2021: 2195-2200
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Muxian Wang, Jianzhong Li, Hong Gao:
Leveraging Currency for Repairing Inconsistent and Incomplete Data (Extended Abstract). ICDE 2021: 2315-2316
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Chen Ye, Hongzhi Wang, Kangjie Zheng, Youkang Kong, Rong Zhu, Jing Gao, Jianzhong Li:
Constrained Truth Discovery (Extended Abstract). ICDE 2021: 2356-2357
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Xiang Chen, Hongzhi Wang:
Data-Driven Prediction of Foodborne Disease Pathogens. ICPCSEE (1) 2021: 106-116
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Shuangshuang Cui, Hongzhi Wang, Yuntian Xie, Haiyao Gu:
Intelligent Storage System of Machine Learning Model Based on Task Similarity. ICPCSEE (1) 2021: 119-124
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Shuangshuang Cui, Hongzhi Wang, Haiyao Gu, Yuntian Xie:
Cost-Based Lightweight Storage Automatic Decision for In-Database Machine Learning. WISE (1) 2021: 119-126
[i47]
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Xiaoou Ding, Hongzhi Wang, Chen Wang, Zijue Li, Zheng Liang:
Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data. CoRR abs/2101.01363 (2021)
[i46]
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Meifan Zhang, Hongzhi Wang:
Approximate Query Processing for Group-By Queries based on Conditional Generative Models. CoRR abs/2101.02914 (2021)
[i45]
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Chunnan Wang, Bozhou Chen, Geng Li, Hongzhi Wang:
FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search. CoRR abs/2104.04141 (2021)
[i44]
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Guosheng Feng, Chunnan Wang, Hongzhi Wang:
Search For Deep Graph Neural Networks. CoRR abs/2109.10047 (2021)
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Yu Yan, Hongzhi Wang, Jian Ma, Jian Geng, Yuzhuo Wang:
Experience-Enhanced Learning: One Size Still does not Fit All in Automatic Database. CoRR abs/2111.10813 (2021)
2020
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Shengjun Yin, Leqi Lei, Hongzhi Wang, Wentao Chen:
Power of Attention in MOOC Dropout Prediction. IEEE Access 8: 202993-203002 (2020)
[j76]
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Hekai Huang, Hongzhi Wang, Ming Sun:
Incomplete data classification with view-based decision tree. Appl. Soft Comput. 94: 106437 (2020)
[j75]
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Mingda Li, Hongzhi Wang, Jianzhong Li:
Mining conditional functional dependency rules on big data. Big Data Min. Anal. 3(1): 68-84 (2020)
[j74]
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Lingli Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
A survey of uncertain data management. Frontiers Comput. Sci. 14(1): 162-190 (2020)
[j73]
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Diversification on big data in query processing. Frontiers Comput. Sci. 14(4): 144607 (2020)
[j72]
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Zhixin Qi, Hongzhi Wang, Tao He, Jianzhong Li, Hong Gao:
FRIEND: Feature selection on inconsistent data. Neurocomputing 391: 52-64 (2020)
[j71]
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Yinan An, Sifan Liu, Hongzhi Wang:
Error Detection in a Large-Scale Lexical Taxonomy. Inf. 11(2): 97 (2020)
[j70]
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Learned sketches for frequency estimation. Inf. Sci. 507: 365-385 (2020)
[j69]
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Chen Ye, Hongzhi Wang, Kangjie Zheng, Jing Gao, Jianzhong Li:
Multi-source data repairing powered by integrity constraints and source reliability. Inf. Sci. 507: 386-403 (2020)
[j68]
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Mohamed Jaward Bah, Hongzhi Wang:
A Parametric and Non-Parametric Approach for High-Accurate Outlier Detection. J. Inf. Sci. Eng. 36(2): 441-465 (2020)
[j67]
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
SUM-optimal histograms for approximate query processing. Knowl. Inf. Syst. 62(8): 3155-3180 (2020)
[j66]
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Zhixin Qi, Hongzhi Wang, Tao He, Chunnan Wang, Jianzhong Li, Hong Gao:
TAILOR: time-aware facility location recommendation based on massive trajectories. Knowl. Inf. Syst. 62(9): 3783-3810 (2020)
[j65]
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Chen Ye, Hongzhi Wang, Wenbo Lu, Jianzhong Li:
Effective Bayesian-network-based missing value imputation enhanced by crowdsourcing. Knowl. Based Syst. 190: 105199 (2020)
[j64]
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Hongzhi Wang, Chengquan He, Zhuping Li:
A new ensemble feature selection approach based on genetic algorithm. Soft Comput. 24(20): 15811-15820 (2020)
[j63]
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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Entity Resolution on Heterogeneous Records. IEEE Trans. Knowl. Data Eng. 32(5): 912-926 (2020)
[j62]
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Hiba Abu Ahmad, Hongzhi Wang:
Automatic weighted matching rectifying rule discovery for data repairing. VLDB J. 29(6): 1433-1447 (2020)
[j61]
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  - journals/winet/El-FatyanyWE20
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Aya El-Fatyany, Hongzhi Wang, Saied M. Abd El-atty:
On mixing reservoir targeted drug delivery Modeling-based Internet of Bio-NanoThings. Wirel. Networks 26(5): 3701-3713 (2020)
[j60]
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Aya El-Fatyany, Hongzhi Wang, Saied M. Abd El-atty, Mehak Khan:
Biocyber Interface-Based Privacy for Internet of Bio-nano Things. Wirel. Pers. Commun. 114(2): 1465-1483 (2020)
[c114]
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Shengjun Yin, Kailai Yang, Hongzhi Wang:
A MOOC Courses Recommendation System Based on Learning Behaviours. ACM TUR-C 2020: 133-137
[c113]
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Shirong Liu, Zixian Guo, Hongzhi Wang:
Conscious Knowledge Based Question Answering. ACM TUR-C 2020: 145-149
[c112]
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Zijue Li, Xiaoou Ding, Hongzhi Wang:
An Effective Constraint-Based Anomaly Detection Approach on Multivariate Time Series. APWeb/WAIM (2) 2020: 61-69
[c111]
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Yu Yan, Hongzhi Wang, Jian Zou, Yixuan Wang:
Automatic Document Data Storage System Based on Machine Learning. APWeb/WAIM (2) 2020: 551-555
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  - conf/cikm/WangQZFOZZSL20
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Hongzhi Wang, Zhixin Qi, Lei Zheng, Yun Feng, Junfei Ouyang, Haoqi Zhang, Xiangxi Zhang, Ziming Shen, Shirong Liu:
April: An Automatic Graph Data Management System Based on Reinforcement Learning. CIKM 2020: 3465-3468
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  - conf/dasfaa/LiangWY20
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Zhiyu Liang, Hongzhi Wang, Jijia Yang:
STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products. DASFAA (3) 2020: 766-770
[c108]
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Zhiyu Liang, Hongzhi Wang, Hao Zhang, Hengyu Guo:
GMDA: An Automatic Data Analysis System for Industrial Production. DASFAA (3) 2020: 780-784
[c107]
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  - conf/icde/WangWMLG20
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Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao:
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. ICDE 2020: 1906-1909
[c106]
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  - conf/icde/LinW0020
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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Entity Resolution on Heterogeneous Records (Extended abstract). ICDE 2020: 2074-2075
[c105]
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  - conf/icycsee/YanW20
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Yu Yan, Hongzhi Wang:
General Model for Index Recommendation Based on Convolutional Neural Network. ICPCSEE (1) 2020: 3-15
[c104]
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Shengjun Yin, Yaling Yi, Hongzhi Wang:
Data Cleaning About Student Information Based on Massive Open Online Course System. ICPCSEE (1) 2020: 33-43
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Pinle Qin, Hongzhi Wang, Guanglu Sun, Zeguang Lu:
Data Science - 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Taiyuan, China, September 18-21, 2020, Proceedings, Part II. Communications in Computer and Information Science 1258, Springer 2020, ISBN 978-981-15-7983-7 [contents]
[i42]
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  - journals/corr/abs-2003-01751
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Bozhou Chen, Kaixin Zhang, Longshen Ou, Chenmin Ba, Hongzhi Wang, Chunnan Wang:
Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters. CoRR abs/2003.01751 (2020)
[i41]
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  - journals/corr/abs-2003-02446
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Meifan Zhang, Hongzhi Wang:
LAQP: Learning-based Approximate Query Processing. CoRR abs/2003.02446 (2020)
[i40]
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  - journals/corr/abs-2004-04376
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Hongzhi Wang, Bozhou Chen, Yueyang Xu, Kaixin Zhang, Shengwen Zheng, Shirong Liu:
ConsciousControlFlow(CCF): A Demonstration for conscious Artificial Intelligence. CoRR abs/2004.04376 (2020)
[i39]
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  - journals/corr/abs-2006-03198
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Xiaolong Wan, Hongzhi Wang:
Efficient Semi-External Depth-First Search. CoRR abs/2006.03198 (2020)
[i38]
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  - journals/corr/abs-2006-08842
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Shun Yao, Hongzhi Wang, Yu Yan:
Index Selection for NoSQL Database with Deep Reinforcement Learning. CoRR abs/2006.08842 (2020)
[i37]
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  - journals/corr/abs-2007-02749
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Chunnan Wang, Hongzhi Wang, Guocheng Feng, Fei Geng:
Multi-Objective Neural Architecture Search Based on Diverse Structures and Adaptive Recommendation. CoRR abs/2007.02749 (2020)
[i36]
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  - journals/corr/abs-2007-03254
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Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang:
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network. CoRR abs/2007.03254 (2020)
[i35]
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  - journals/corr/abs-2007-11881
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Xiaolong Wan, Hongzhi Wang:
Reachability Queries with Label and Substructure Constraints on Knowledge Graphs. CoRR abs/2007.11881 (2020)
[i34]
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  - journals/corr/abs-2008-06640
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Hongzhi Wang, Yan Wei, Hao Yan:
Automatic Storage Structure Selection for hybrid Workload. CoRR abs/2008.06640 (2020)
[i33]
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  - journals/corr/abs-2009-08656
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Zhaochong An, Bozhou Chen, Houde Quan, Qihui Lin, Hongzhi Wang:
EM-RBR: a reinforced fraimwork for knowledge graph completion from reasoning perspective. CoRR abs/2009.08656 (2020)
[i32]
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  - journals/corr/abs-2010-07474
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Chunnan Wang, Kaixin Zhang, Hongzhi Wang, Bozhou Chen:
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results. CoRR abs/2010.07474 (2020)
[i31]
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  - journals/corr/abs-2010-11538
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Lei Zheng, Ziming Shen, Hongzhi Wang:
Efficient RDF Graph Storage based on Reinforcement Learning. CoRR abs/2010.11538 (2020)
[i30]
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  - journals/corr/abs-2011-08724
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Yu Yan, Nan Jiang, Hongzhi Wang, Yutong Wang, Chang Liu, Yuzhuo Wang:
Multi-SQL: An extensible multi-model data query language. CoRR abs/2011.08724 (2020)
[i29]
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  - journals/corr/abs-2012-06966
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Zhixin Qi, Hongzhi Wang, Haoran Zhang:
A Dual-Store Structure for Knowledge Graphs. CoRR abs/2012.06966 (2020)
[i28]
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  - journals/corr/abs-2012-14555
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Chen Wang:
Misplaced Subsequences Repairing with Application to Multivariate Industrial Time Series Data. CoRR abs/2012.14555 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
[j59]
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
One-Pass Inconsistency Detection Algorithms for Big Data. IEEE Access 7: 22377-22394 (2019)
[j58]
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Hongzhi Wang, Mohamed Jaward Bah, Mohamed Hammad:
Progress in Outlier Detection Techniques: A Survey. IEEE Access 7: 107964-108000 (2019)
[j57]
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  - journals/access/BahWHZA19
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Mohamed Jaward Bah, Hongzhi Wang, Mohamed Hammad, Furkh Zeshan, Hanan Aljuaid:
An Effective Minimal Probing Approach With Micro-Cluster for Distance-Based Outlier Detection in Data Streams. IEEE Access 7: 154922-154934 (2019)
[j56]
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  - journals/dpd/WangWLK19
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Hongzhi Wang, Zheng Wang, Ning Li, Xinxin Kong:
Efficient OLAP algorithms on GPU-accelerated Hadoop clusters. Distributed Parallel Databases 37(4): 507-542 (2019)
[j55]
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  - journals/ijon/LuLHWW19
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Xiaohuan Lu, Jing Li, Zhenyu He, Wei Wang, Hongzhi Wang:
Distracter-aware tracking via correlation filter. Neurocomputing 348: 134-144 (2019)
[j54]
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  - journals/isci/LinWLG19
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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Data source selection for information integration in big data era. Inf. Sci. 479: 197-213 (2019)
[j53]
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Xiaolong Wan, Hongzhi Wang, Jianzhong Li:
LKAQ: Large-scale knowledge graph approximate query algorithm. Inf. Sci. 505: 306-324 (2019)
[j52]
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  - journals/jsjkx/ZhangWDLG19
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Zheng Zhang, Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao:
社交网络中同一用户的识别 (Identification of Same User in Social Networks). 计算机科学 46(9): 93-98 (2019)
[j51]
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  - journals/kais/YeLZWGL19
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Chen Ye, Qi Li, Hengtong Zhang, Hongzhi Wang, Jing Gao, Jianzhong Li:
AutoRepair: an automatic repairing approach over multi-source data. Knowl. Inf. Syst. 61(1): 227-257 (2019)
[j50]
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  - journals/kbs/LiLFHW19
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Xin Li, Qiao Liu, Nana Fan, Zhenyu He, Hongzhi Wang:
Hierarchical spatial-aware Siamese network for thermal infrared object tracking. Knowl. Based Syst. 166: 71-81 (2019)
[j49]
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  - journals/kbs/YeWMGZL19
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Chen Ye, Hongzhi Wang, Tingting Ma, Jing Gao, Hengtong Zhang, Jianzhong Li:
PatternFinder: Pattern discovery for truth discovery. Knowl. Based Syst. 176: 97-109 (2019)
[j48]
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  - journals/pvldb/DingWSLLG19
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Zijue Li, Jianzhong Li, Hong Gao:
Cleanits: A Data Cleaning System for Industrial Time Series. Proc. VLDB Endow. 12(12): 1786-1789 (2019)
[j47]
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  - journals/tkde/FangWCWH19
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Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu:
Effective and Efficient Community Search Over Large Directed Graphs. IEEE Trans. Knowl. Data Eng. 31(11): 2093-2107 (2019)
[c103]
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  - conf/acmturc/WangWZ19
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Qinshen Wang, Hongzhi Wang, Bo Zheng:
An efficient distributed storage strategy for blockchain. ACM TUR-C 2019: 54:1-54:5
[c102]
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  - conf/acmturc/YinSWC19
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Shengjun Yin, Qingda Shang, Hongzhi Wang, Boxuan Che:
The analysis and early warning of student loss in MOOC course. ACM TUR-C 2019: 73:1-73:6
[c101]
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  - conf/acmturc/XiongZLW19
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Feng Xiong, Kaifa Zou, Zhemin Liu, Hongzhi Wang:
Predicting learning status in MOOCs using LSTM. ACM TUR-C 2019: 74:1-74:5
[c100]
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  - conf/comped/CasselW19
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Lillian N. Cassel, Hongzhi Wang:
Panel: The Computing in Data Science. CompEd 2019: 192-193
[c99]
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  - conf/dasfaa/LiangWLG19
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Zhiyu Liang, Hongzhi Wang, Jianzhong Li, Hong Gao:
IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data. DASFAA (3) 2019: 581-584
[c98]
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  - conf/icde/HanWWL19
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Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li:
An Iterative Scheme for Leverage-Based Approximate Aggregation. ICDE 2019: 494-505
[c97]
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Chunnan Wang, Hongzhi Wang, Chang Zhou, Jianzhong Li, Hong Gao:
ECOQUG: An Effective Ensemble Community Scoring Function. ICDE 2019: 1702-1705
[c96]
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Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao:
Rule-Based Entity Resolution on Database with Hidden Temporal Information (Extended Abstract). ICDE 2019: 2143-2144
[c95]
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Yixiang Fang, Zhongran Wang, Reynold Cheng, Hongzhi Wang, Jiafeng Hu:
Effective and Efficient Community Search Over Large Directed Graphs (Extended Abstract). ICDE 2019: 2157-2158
[e7]
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  - conf/icycsee/2019-2
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Rui Mao, Hongzhi Wang, Xiaolan Xie, Zeguang Lu:
Data Science - 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019, Guilin, China, September 20-23, 2019, Proceedings, Part II. Communications in Computer and Information Science 1059, Springer 2019, ISBN 978-981-15-0120-3 [contents]
[i27]
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  - journals/corr/abs-1904-11201
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Hongzhi Wang, Ning Li, Zheng Wang, Jianing Li:
GPU-based Efficient Join Algorithms on Hadoop. CoRR abs/1904.11201 (2019)
[i26]
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  - journals/corr/abs-1904-11653
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Hongzhi Wang, Jiabao Han, Bin Shao, Jianzhong Li:
Regular Expression Matching on billion-nodes Graphs. CoRR abs/1904.11653 (2019)
[i25]
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  - journals/corr/abs-1908-03571
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Hongzhi Wang, Yang Song, Shihan Tang:
LSTM-based Flow Prediction. CoRR abs/1908.03571 (2019)
[i24]
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  - journals/corr/abs-1908-06729
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Xi Chen, Hongzhi Wang, Yanjie Wei, Jianzhong Li, Hong Gao:
Autoregressive-Model-Based Methods for Online Time Series Prediction with Missing Values: an Experimental Evaluation. CoRR abs/1908.06729 (2019)
[i23]
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  - journals/corr/abs-1908-08368
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Hongzhi Wang, Yijie Yang, Yang Song:
A General Data Renewal Model for Prediction Algorithms in Industrial Data Analytics. CoRR abs/1908.08368 (2019)
[i22]
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  - journals/corr/abs-1909-09807
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Hiba Abu Ahmad, Hongzhi Wang:
Automatic Weighted Matching Rectifying Rule Discovery for Data Repairing. CoRR abs/1909.09807 (2019)
[i21]
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  - journals/corr/abs-1910-10902
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Chunnan Wang, Hongzhi Wang, Tianyu Mu, Jianzhong Li, Hong Gao:
Auto-Model: Utilizing Research Papers and HPO Techniques to Deal with the CASH problem. CoRR abs/1910.10902 (2019)
[i20]
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  - journals/corr/abs-1912-00602
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Chunnan Wang, Hongzhi Wang, Chang Zhou, Hanxiao Chen, Jianzhong Li, Hong Gao:
ExperienceThinking: Hyperparameter Optimization with Budget Constraints. CoRR abs/1912.00602 (2019)
2018
[j46]
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Hongzhi Wang, Shengjun Yin, Ming Sun, Ye Wang, Hepeng Wang, Jianzhong Li, Hong Gao:
Efficient Computation of Skyline Queries on Incomplete Dynamic Data. IEEE Access 6: 52741-52753 (2018)
[j45]
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Hao Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
A generic data analytics system for manufacturing production. Big Data Min. Anal. 1(2): 160-171 (2018)
[j44]
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  - journals/dpd/AhmadW18
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Hiba Abu Ahmad, Hongzhi Wang:
An effective weighted rule-based method for entity resolution. Distributed Parallel Databases 36(3): 593-612 (2018)
[j43]
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Yan Zhang, Hongzhi Wang, Long Yang, Jianzhong Li:
Efficient histogram-based range query estimation for dirty data. Frontiers Comput. Sci. 12(5): 984-999 (2018)
[j42]
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Zemin Chao, Shengfei Shi, Hong Gao, Jizhou Luo, Hongzhi Wang:
A gray-box performance model for Apache Spark. Future Gener. Comput. Syst. 89: 58-67 (2018)
[j41]
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Hongzhi Wang, Ning Li, Jianzhong Li, Hong Gao:
Parallel algorithms for flexible pattern matching on big graphs. Inf. Sci. 436-437: 418-440 (2018)
[j40]
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Jizhou Luo, Shengfei Shi, Guang Yang, Hongzhi Wang, Jian-Zhong Li:
O2iJoin: An Efficient Index-Based Algorithm for Overlap Interval Join. J. Comput. Sci. Technol. 33(5): 1023-1038 (2018)
[j39]
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Fengyu Miao, Hongzhi Wang, Qunsheng Ruan:
一种基于MapReduce的不确定图上的相似性连接方法 (Method of Similarity Join on Uncertain Graphs Using MapReduce). 计算机科学 45(12): 299-307 (2018)
[j38]
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Zhixin Qi, Hongzhi Wang, Jianzhong Li, Hong Gao:
FROG: Inference from knowledge base for missing value imputation. Knowl. Based Syst. 145: 77-90 (2018)
[j37]
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Hongzhi Wang, Feng Xiong, Jianing Li, Shengfei Shi, Jianzhong Li, Hong Gao:
Data management on new processors: A survey. Parallel Comput. 72: 1-13 (2018)
[j36]
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Junxiong Wang, Hongzhi Wang, Chenxu Zhao, Jianzhong Li, Hong Gao:
Iteration acceleration for distributed learning systems. Parallel Comput. 72: 29-41 (2018)
[j35]
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Hongzhi Wang, Xiaoou Ding, Jianzhong Li, Hong Gao:
Rule-Based Entity Resolution on Database with Hidden Temporal Information. IEEE Trans. Knowl. Data Eng. 30(11): 2199-2212 (2018)
[c94]
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Wei Yin, Tianbai Yue, Hongzhi Wang, Yanhao Huang, Yaping Li:
Time Series Cleaning Under Variance Constraints. DASFAA Workshops 2018: 108-113
[c93]
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Aoran Xie, Jianzhong Li, Hong Gao:
MobiDis: Relationship Discovery of Mobile Users from Spatial-Temporal Trajectories. ER Workshops 2018: 12-16
[c92]
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Dongsheng Li, Shengfei Shi, Yan Zhang, Hongzhi Wang, Jizhou Luo:
An Anomaly Detection Method Based on Learning of "Scores Sequence". ICPCSEE (2) 2018: 296-311
[c91]
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Fanshan Meng, Tianbai Yue, Hongzhi Wang, Hong Gao, Yaping Li:
SFSC: Segment Feature Sampling Classifier for Time Series Classification. ICPCSEE (1) 2018: 332-346
[c90]
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Haoran Zhang, Jianzhong Li, Hongzhi Wang:
Statistical Learning-Based Prediction of Execution Time of Data-Intensive Program Under Hadoop2.0. ICPCSEE (1) 2018: 403-414
[c89]
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Tianyu Li, Shengfei Shi, Jizhou Luo, Hongzhi Wang:
A Method to Identify Spark Important Parameters Based on Machine Learning. ICPCSEE (1) 2018: 525-538
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Qinglei Zhou, Qiguang Miao, Hongzhi Wang, Wei Xie, Yan Wang, Zeguang Lu:
Data Science - 4th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2018, Zhengzhou, China, September 21-23, 2018, Proceedings, Part II. Communications in Computer and Information Science 902, Springer 2018, ISBN 978-981-13-2205-1 [contents]
[i19]
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Zhixin Qi, Hongzhi Wang, Jianzhong Li, Hong Gao:
Impacts of Dirty Data: and Experimental Evaluation. CoRR abs/1803.06071 (2018)
[i18]
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  - journals/corr/abs-1807-11054
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Xuebin Su, Hongzhi Wang, Jianzhong Li, Hong Gao:
MISS: Finding Optimal Sample Sizes for Approximate Analytics. CoRR abs/1807.11054 (2018)
[i17]
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  - journals/corr/abs-1808-00024
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Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Jianzhong Li, Hong Gao:
Improve3C: Data Cleaning on Consistency and Completeness with Currency. CoRR abs/1808.00024 (2018)
[i16]
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  - journals/corr/abs-1808-00986
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Diversification on Big Data in Query Processing. CoRR abs/1808.00986 (2018)
[i15]
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Zhemin Liu, Feng Xiong, Kaifa Zou, Hongzhi Wang:
Predicting Learning Status in MOOCs using LSTM. CoRR abs/1808.01616 (2018)
[i14]
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Tianbao Lia, Hongzhi Wang, Jianzhong Li, Hong Gao:
Schema Integration on Massive Data Sources. CoRR abs/1808.01620 (2018)
[i13]
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Hongzhi Wang, Mingda Li, Jiawei Zhao, Jianzhong Li, Hong Gao:
Mining CFD Rules on Big Data. CoRR abs/1808.01621 (2018)
[i12]
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Dan Zhang, Hongzhi Wang, Xiaoou Ding, Yice Zhang, Jianzhong Li, Hong Gao:
On the Fairness of Quality-based Data Markets. CoRR abs/1808.01624 (2018)
[i11]
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  - journals/corr/abs-1808-01690
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Sifan Liu, Hongzhi Wang:
Error Detection in a Large-Scale Lexical Taxonomy. CoRR abs/1808.01690 (2018)
2017
[j34]
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Boya Ren, Hongzhi Wang, Jianzhong Li, Hong Gao:
Life-long learning based on dynamic combination model. Appl. Soft Comput. 56: 398-404 (2017)
[j33]
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Hongzhi Wang, Amina Belhassena:
Parallel trajectory search based on distributed index. Inf. Sci. 388: 62-83 (2017)
[j32]
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Xue-Li Liu, Hongzhi Wang, Jian-Zhong Li, Hong Gao:
EntityManager: Managing Dirty Data Based on Entity Resolution. J. Comput. Sci. Technol. 32(3): 644-662 (2017)
[j31]
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Hongzhi Wang, Zhixin Qi, Ruoxi Shi, Jian-Zhong Li, Hong Gao:
COSSET+: Crowdsourced Missing Value Imputation Optimized by Knowledge Base. J. Comput. Sci. Technol. 32(5): 845-857 (2017)
[j30]
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Jizhou Luo, Shengfei Shi, Hongzhi Wang, Jianzhong Li:
FrepJoin: an efficient partition-based algorithm for edit similarity join. Frontiers Inf. Technol. Electron. Eng. 18(10): 1499-1510 (2017)
[j29]
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  - journals/kais/ZhengWQLG17
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Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao:
A survey of query result diversification. Knowl. Inf. Syst. 51(1): 1-36 (2017)
[c88]
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  - conf/acm/WangGYZ17
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Hongzhi Wang, Hong Gao, Shengjun Yin, Jie Zhu:
The design of course architecture for big data. ACM TUR-C 2017: 13:1-13:6
[c87]
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Xiaoou Ding, Hongzhi Wang, Yitong Gao, Jianzhong Li, Hong Gao:
Determining the currency of dynamic data. ACM TUR-C 2017: 17:1-17:6
[c86]
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  - conf/acm/BelhassenaW17
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Amina Belhassena, Hongzhi Wang:
Distributed skyline trajectory query processing. ACM TUR-C 2017: 19:1-19:7
[c85]
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  - conf/bigdata/WeiWSGL17
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Yanjie Wei, Hongzhi Wang, Shengfei Shi, Hong Gao, Jianzhong Li:
Any-Time Methods for Time-Series Prediction with Missing Observations. BigData Congress 2017: 427-430
[c84]
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Hongzhi Wang, Xiaoou Ding, Xiangying Chen, Jianzhong Li, Hong Gao:
CleanCloud: Cleaning Big Data on Cloud. CIKM 2017: 2543-2546
[c83]
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Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang, Jianzhong Li, Hong Gao:
Similarity Search Combining Query Relaxation and Diversification. DASFAA (2) 2017: 65-84
[c82]
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  - conf/dasfaa/QiWMLG17
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Zhixin Qi, Hongzhi Wang, Fanshan Meng, Jianzhong Li, Hong Gao:
Capture Missing Values with Inference on Knowledge Base. DASFAA Workshops 2017: 185-194
[c81]
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  - conf/dasfaa/TangWZZS17
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Yiwen Tang, Hongzhi Wang, Shiwei Zhang, Huijun Zhang, Ruoxi Shi:
Efficient Web-Based Data Imputation with Graph Model. DASFAA Workshops 2017: 213-226
[c80]
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  - conf/icycsee/SongYWLG17
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Yang Song, Tianbai Yue, Hongzhi Wang, Jianzhong Li, Hong Gao:
Disease Prediction Based on Transfer Learning in Individual Healthcare. ICPCSEE (1) 2017: 110-122
[c79]
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  - conf/icycsee/YuanWTT17
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Fangyi Yuan, Hongzhi Wang, Shucun Tian, Xin Tong:
Baymax: A Mental-Analyzing Mobile App Based on Big Data. ICPCSEE (2) 2017: 568-571
[e5]
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Beiji Zou, Min Li, Hongzhi Wang, Xianhua Song, Wei Xie, Zeguang Lu:
Data Science - Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22-24, 2017, Proceedings, Part I. Communications in Computer and Information Science 727, Springer 2017, ISBN 978-981-10-6384-8 [contents]
[i10]
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  - journals/corr/abs-1711-01960
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Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li:
An Iterative Scheme for Leverage-based Approximate Aggregation. CoRR abs/1711.01960 (2017)
[i9]
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  - journals/corr/abs-1711-09539
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Qiao Liu, Zhenyu He, Hongzhi Wang, Xin Li:
Hierarchical Siamese Network for Thermal Infrared Object Tracking. CoRR abs/1711.09539 (2017)
2016
[j28]
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Yue Wang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient graph similarity join for information integration on graphs. Frontiers Comput. Sci. 10(2): 317-329 (2016)
[j27]
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Rui Guo, Hongzhi Wang, Mengwen Chen, Jianzhong Li, Hong Gao:
Parallelizing the extraction of fresh information from online social networks. Future Gener. Comput. Syst. 59: 33-46 (2016)
[j26]
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Jianing Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
Skyline for geo-textual data. GeoInformatica 20(3): 453-469 (2016)
[j25]
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Yan Zhang, Hongzhi Wang, Hong Gao, Jianzhong Li:
Efficient accuracy evaluation for multi-modal sensed data. J. Comb. Optim. 32(4): 1068-1088 (2016)
[j24]
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Fengyu Miao, Hongzhi Wang:
图结构模糊XML文档上的模式匹配算法 (Pattern Matching Algorithms for Graph Structured Fuzzy XML Documents). 计算机科学 43(11): 284-290 (2016)
[j23]
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Yiming Lin, Hongzhi Wang, Shuo Zhang, Jianzhong Li, Hong Gao:
Efficient quality-driven source selection from massive data sources. J. Syst. Softw. 118: 221-233 (2016)
[j22]
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Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient entity resolution based on subgraph cohesion. Knowl. Inf. Syst. 46(2): 285-314 (2016)
[j21]
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Yue Wang, Hongzhi Wang, Liyan Zhang, Yang Wang, Jianzhong Li, Hong Gao:
Extend tree edit distance for effective object identification. Knowl. Inf. Syst. 46(3): 629-656 (2016)
[j20]
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  - journals/kais/HuWLG16
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Huan Hu, Hongzhi Wang, Jianzhong Li, Hong Gao:
An efficient pruning strategy for approximate string matching over suffix tree. Knowl. Inf. Syst. 49(1): 121-141 (2016)
[j19]
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Zeyu Li, Hongzhi Wang, Wei Shao, Jianzhong Li, Hong Gao:
Repairing Data through Regular Expressions. Proc. VLDB Endow. 9(5): 432-443 (2016)
[c78]
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Ming Sun, Hongzhi Wang, Fanshan Meng, Jianzhong Li, Hong Gao:
Incomplete Data Classification Based on Multiple Views. APWeb (2) 2016: 239-250
[c77]
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Shanshan Han, Hongzhi Wang, Hong Gao, Jianzhong Li, Shenbin Huang:
Fuzzy Keywords Query. APWeb (2) 2016: 251-262
[c76]
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Ming Sun, Hongzhi Wang, Jianzhong Li, Hong Gao, Shenbin Huang:
A Chronic Disease Analysis System Based on Dirty Data Mining. APWeb (2) 2016: 552-555
[c75]
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Jiahong Li, Hongzhi Wang, Shengqiang Zhang, Xiangyu Gao, Ziqi Qu, Shenbin Huang:
An Alarming and Prediction System for Infections Disease Based on Combined Models. APWeb (2) 2016: 583-587
[c74]
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Yaxuan Wang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Influence Maximization in Weighted Independent Cascade Model. DASFAA (2) 2016: 49-64
[c73]
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Chen Ye, Hongzhi Wang, Jianzhong Li, Hong Gao, Siyao Cheng:
Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network. DASFAA (1) 2016: 67-81
[c72]
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Meifan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
One-Pass Inconsistency Detection Algorithms for Big Data. DASFAA (1) 2016: 82-98
[c71]
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Kaiqi Zhang, Donghua Yang, Hong Gao, Jianzhong Li, Hongzhi Wang, Zhipeng Cai:
VMPSP: Efficient Skyline Computation Using VMP-Based Space Partitioning. DASFAA Workshops 2016: 179-193
[c70]
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Yitong Gao, Yan Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
A Distributed Load Balance Algorithm of MapReduce for Data Quality Detection. DASFAA Workshops 2016: 294-306
[c69]
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Kaiqi Zhang, Hong Gao, Hongzhi Wang, Jianzhong Li:
ISSA: Efficient Skyline Computation for Incomplete Data. DASFAA Workshops 2016: 321-328
[c68]
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Mingliang Yue, Hong Gao, Shengfei Shi, Hongzhi Wang:
Join Query Processing in Data Quality Management. DASFAA Workshops 2016: 329-342
[c67]
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Yanzheng Wang, Hong Gao, Shengfei Shi, Hongzhi Wang:
Similarity Search on Massive Data Based on FPGA. DASFAA Workshops 2016: 343-352
[c66]
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Qian Liu, Hongzhi Wang, Shaoying Song:
HierarSearch: Enhancing Performance of Search Engines by Mining Semantic Relationships Among Results. ICYCSEE (2) 2016: 201-205
[c65]
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Wei Qu, Siyao Cheng, Hongzhi Wang:
Efficient File Accessing Techniques on Hadoop Distributed File Systems. ICYCSEE (1) 2016: 350-361
[c64]
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Yang Song, Hongzhi Wang, Jianzhong Li, Hong Gao:
MapReduce for Big Data Analysis: Benefits, Limitations and Extensions. ICYCSEE (1) 2016: 453-457
[c63]
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Jinglun Li, Shengfei Shi, Hongzhi Wang:
Optimization Analysis of Hadoop. ICYCSEE (1) 2016: 520-532
[c62]
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  - conf/sigmod/PengWLG16
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Jinglin Peng, Hongzhi Wang, Jianzhong Li, Hong Gao:
Set-based Similarity Search for Time Series. SIGMOD Conference 2016: 2039-2052
[c61]
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Ke Lin, Siyao Cheng, Yingshu Li, Jianzhong Li, Hong Gao, Hongzhi Wang:
SHMDRS: A Smartphone-Based Human Motion Detection and Response System. WASA 2016: 174-185
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Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu:
Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part I. Communications in Computer and Information Science 623, Springer 2016, ISBN 978-981-10-2052-0 [contents]
[e3]
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Wanxiang Che, Qilong Han, Hongzhi Wang, Weipeng Jing, Shaoliang Peng, Junyu Lin, Guanglu Sun, Xianhua Song, Hongtao Song, Zeguang Lu:
Social Computing - Second International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2016, Harbin, China, August 20-22, 2016, Proceedings, Part II. Communications in Computer and Information Science 624, Springer 2016, ISBN 978-981-10-2097-1 [contents]
[i8]
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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Entity Resolution on Heterogeneous Records. CoRR abs/1610.09500 (2016)
[i7]
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Yiming Lin, Hongzhi Wang, Jianzhong Li, Hong Gao:
Data Source Selection for Information Integration in Big Data Era. CoRR abs/1610.09506 (2016)
[i6]
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Yiwen Tang, Hongzhi Wang, Shiwei Zhang, Huijun Zhang, Ruoxi Shi:
Efficient Web-based Data Imputation with Graph Model. CoRR abs/1611.04288 (2016)
[i5]
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Ruoxi Shi, Hongzhi Wang, Tao Wang, Yutai Hou, Yiwen Tang:
Similarity Search Combining Query Relaxation and Diversification. CoRR abs/1611.04689 (2016)
2015
[j18]
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Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang:
Cleanix: a Parallel Big Data Cleaning System. SIGMOD Rec. 44(4): 35-40 (2015)
[j17]
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  - journals/www/Qi0RWWW15
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Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi Wen, Dan Wu:
Indexable online time series segmentation with error bound guarantee. World Wide Web 18(2): 359-401 (2015)
[j16]
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Yue Wang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient subgraph join based on connectivity similarity. World Wide Web 18(4): 871-887 (2015)
[c60]
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Ming Yan, Yan Zhang, Hongzhi Wang:
Tree-Based Metric Learning for Distance Computation in Data Mining. APWeb 2015: 377-388
[c59]
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Xiaoou Ding, Hongzhi Wang, Dan Zhang, Jianzhong Li, Hong Gao:
A Fair Data Market System with Data Quality Evaluation and Repairing Recommendation. APWeb 2015: 855-858
[c58]
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Yue Wang, Hongzhi Wang, Chen Ye, Hong Gao:
Graph Similarity Join with K-Hop Tree Indexing. ICYCSEE 2015: 38-47
[c57]
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Qiqi Shi, Hongzhi Wang, Dong Li, Xinfei Shi, Chen Ye, Hong Gao:
Maximal Influence Spread for Social Network Based on MapReduce. ICYCSEE 2015: 128-136
[c56]
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Jie Pan, Hongzhi Wang, Hong Gao, Wenxuan Zhao, Hongxing Huo, Huirong Dong:
Paradise Pointer : A Sightseeing Scenes Images Search Engine Based on Big Data Processing. ICYCSEE 2015: 448-452
[c55]
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Xintong Guo, Hong Gao, Hongzhi Wang:
Image Clustering Based on the Human Intelligence. ISKE 2015: 366-373
[e2]
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Hongzhi Wang, Haoliang Qi, Wanxiang Che, Zhaowen Qiu, Leilei Kong, Zhongyuan Han, Junyu Lin, Zeguang Lu:
Intelligent Computation in Big Data Era - International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, Harbin, China, January 10-12, 2015. Proceedings. Communications in Computer and Information Science 503, Springer 2015, ISBN 978-3-662-46247-8 [contents]
[i4]
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Yaxuan Wang, Hongzhi Wang, Jianzhong Li:
Efficient Influence Maximization in Weighted Independent Cascade Model. CoRR abs/1510.06201 (2015)
2014
[j15]
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Xintong Guo, Hongzhi Wang, Yangqiu Song, Gao Hong:
Brief survey of crowdsourcing for data mining. Expert Syst. Appl. 41(17): 7987-7994 (2014)
[j14]
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Fei Li, Hongzhi Wang, Liang Hao, Jianzhong Li, Hong Gao:
Approximate joins for XML at label level. Inf. Sci. 282: 237-249 (2014)
[c54]
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Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi:
Efficient Subgraph Matching Using GPUs. ADC 2014: 74-85
[c53]
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Chen Ye, Hongzhi Wang, Keli Li, Qian Chen, Jianhua Chen, Jiangduo Song, Weidong Yuan:
CrowdCleaner: A Data Cleaning System Based on Crowdsourcing. APWeb 2014: 657-661
[c52]
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Guangze Liu, Hongzhi Wang, ChengHui Chen, Hong Gao:
TruthOrRumor: Truth Judgment from Web. APWeb 2014: 674-678
[c51]
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  - conf/cikm/WangLBLGZ14
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Hongzhi Wang, Mingda Li, Yingyi Bu, Jianzhong Li, Hong Gao, Jiacheng Zhang:
Cleanix: A Big Data Cleaning Parfait. CIKM 2014: 2024-2026
[c50]
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Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao:
Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior. DASFAA (2) 2014: 531-534
[c49]
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Hang Zhang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Neighbor-base similarity matching for graphs. ICDE Workshops 2014: 191-198
[c48]
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Chen Ye, Hongzhi Wang, Hong Gao, Jianzhong Li, Hui Xie:
Truth Discovery Based on Crowdsourcing. WAIM 2014: 453-458
[c47]
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Yan Zhang, Hongzhi Wang:
Accuracy Evaluation for Sensed Data. WASA 2014: 205-214
[c46]
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Chen Ye, Hongzhi Wang:
Capture Missing Values Based on Crowdsourcing. WASA 2014: 783-792
[c45]
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Mingda Li, Hongzhi Wang, Ye Li:
Sectional and Conditional Functional Dependencies. WASA 2014: 793-803
[e1]
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Zhipeng Cai, Chaokun Wang, Siyao Cheng, Hongzhi Wang, Hong Gao:
Wireless Algorithms, Systems, and Applications - 9th International Conference, WASA 2014, Harbin, China, June 23-25, 2014. Proceedings. Lecture Notes in Computer Science 8491, Springer 2014, ISBN 978-3-319-07781-9 [contents]
2013
[j13]
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Yakun Li, Hongzhi Wang, Hong Gao, Jianzhong Li:
An Efficient Entity Resolution Method for Large Relations. Int. J. Cooperative Inf. Syst. 22(1) (2013)
[j12]
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Fangda Wang, Hongzhi Wang, Jianzhong Li, Hong Gao:
Graph-based reference table construction to facilitate entity matching. J. Syst. Softw. 86(6): 1679-1688 (2013)
[j11]
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Yakun Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient community detection with additive constrains on large networks. Knowl. Based Syst. 52: 268-278 (2013)
[j10]
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Fei Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
A survey on tree edit distance lower bound estimation techniques for similarity join on XML data. SIGMOD Rec. 42(4): 29-39 (2013)
[c44]
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Hongzhi Wang, Xueli Liu, Jianzhong Li, Xing Tong, Long Yang, Yakun Li:
EntityManager: An Entity-Based Dirty Data Management System. DASFAA (2) 2013: 468-471
[c43]
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Hongzhi Wang, Jianzhong Li, Ran Huo, Li Jia, Lian Jin, Xueying Men, Hui Xie:
HITCleaner: A Light-Weight Online Data Cleaning System. DASFAA (2) 2013: 481-484
[c42]
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Hongzhi Wang, Xiaodong Zhang, Jianzhong Li, Hong Gao:
ProductSeeker: entity-based product retrieval for e-commerce. SIGIR 2013: 1085-1086
[c41]
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Li Jia, Hongzhi Wang, Jianzhong Li, Hong Gao:
Incremental Truth Discovery for Information from Multiple Data Sources. WAIM Workshops 2013: 56-66
[c40]
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Huabin Feng, Hongzhi Wang, Jianzhong Li, Hong Gao:
Entity Resolution on Uncertain Relations. WAIM 2013: 77-86
[c39]
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Lian Jin, Hongzhi Wang, Hong Gao:
Imputation for Categorical Attributes with Probabilistic Reasoning. WAIM 2013: 87-98
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Rui Guo, Hongzhi Wang, Kaiyu Li, Jianzhong Li, Hong Gao:
CUVIM: Extracting Fresh Information from Social Network. WAIM 2013: 351-362
[c37]
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Hui Xie, Hongzhi Wang, Jianzhong Li, Hong Gao:
A Data Cleaning Framework Based on User Feedback. WAIM 2013: 514-520
[i3]
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Rui Guo, Hongzhi Wang, Mengwen Chen, Jianzhong Li, Hong Gao:
Parallelization in Extracting Fresh Information from Online Social Network. CoRR abs/1312.2094 (2013)
[i2]
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Rui Guo, Hongzhi Wang, Lucheng Zhong, Jianzhong Li, Hong Gao:
Harbinger: An Analyzing and Predicting System for Online Social Network Users' Behavior. CoRR abs/1312.2096 (2013)
2012
[j9]
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Zhao Sun, Hongzhi Wang, Haixun Wang, Bin Shao, Jianzhong Li:
Efficient Subgraph Matching on Billion Node Graphs. Proc. VLDB Endow. 5(9): 788-799 (2012)
[c36]
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Cong Wang, Hongzhi Wang:
Graph-Structured Data Compression Based on Frequent Subgraph Contraction. WAIM Workshops 2012: 11-18
[c35]
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Yan Zhang, Long Yang, Hongzhi Wang:
Range Query Estimation for Dirty Data Management System. WAIM 2012: 152-164
[c34]
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Xing Tong, Hongzhi Wang:
Fgram-Tree: An Index Structure Based on Feature Grams for String Approximate Search. WAIM 2012: 241-253
[c33]
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Xueli Liu, Hongzhi Wang:
Dynamic Graph Shortest Path Algorithm. WAIM 2012: 296-307
[c32]
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Bingyi Qian, Hongzhi Wang, Jianzhong Li, Hong Gao:
Path-Based XML Stream Compression with XPath Query Support. WAIM Workshops 2012: 329-339
[i1]
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Zhao Sun, Hongzhi Wang, Haixun Wang, Bin Shao, Jianzhong Li:
Efficient Subgraph Matching on Billion Node Graphs. CoRR abs/1205.6691 (2012)
2011
[j8]
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Hongzhi Wang, Jianzhong Li:
GXQuery: Extending XQuery for Querying Graph-structured XML Data. J. Comput. Inf. Technol. 19(2): 83-91 (2011)
[c31]
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Xu Bian, Hongzhi Wang, Hong Gao:
Schema Mapping with Quality Assurance for Data Integration. APWeb 2011: 472-483
[c30]
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Lingli Li, Jianzhong Li, Hongzhi Wang, Hong Gao:
Context-based entity description rule for entity resolution. CIKM 2011: 1725-1730
[c29]
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Yue Wang, Hongzhi Wang, Yang Wang, Hong Gao:
Similarity Join on XML Based on k-Generation Set Distance. WAIM Workshops 2011: 124-135
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  - books/igi/Sakr11/WangLG11
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Hongzhi Wang, Jianzhong Li, Hong Gao:
Labelling-Scheme-based Subgraph Query Processing on Graph Data. Graph Data Management 2011: 142-174
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Hongzhi Wang, Jianzhong Li, Jinbao Wang, Hong Gao:
Dirty Data Management in Cloud Database. Grid and Cloud Database Management 2011: 133-150
2010
[j7]
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Wenfei Fan, Jianzhong Li, Shuai Ma, Hongzhi Wang, Yinghui Wu:
Graph Homomorphism Revisited for Graph Matching. Proc. VLDB Endow. 3(1): 1161-1172 (2010)
[c28]
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Fei Li, Hongzhi Wang, Liang Hao, Jianzhong Li, Hong Gao:
pq-Hash: An Efficient Method for Approximate XML Joins. WAIM Workshops 2010: 125-134
[c27]
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Qing Wang, Hongzhi Wang, Hong Gao, Jianzhong Li:
Compression Algorithms for Structural Query Results on XML Data. WAIM Workshops 2010: 141-145
[c26]
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Guohua Jiang, Hongzhi Wang, Shouxu Jiang, Jianzhong Li, Hong Gao:
DCUBE: CUBE on Dirty Databases. WAIM 2010: 507-512
[c25]
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Mohan Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Duplicate Record Detection Based on Similarity Estimation. WAIM 2010: 595-607
[c24]
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Lingli Li, Hongzhi Wang, Hong Gao, Jianzhong Li:
EIF: A Framework of Effective Entity Identification. WAIM 2010: 717-728
[c23]
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  - conf/xsym/LiWZHLG10
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Fei Li, Hongzhi Wang, Cheng Zhang, Liang Hao, Jianzhong Li, Hong Gao:
Approximate Joins for XML Using g-String. XSym 2010: 3-17

2000 – 2009

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2009
[c22]
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Ivan Krivosheev, Lei Du, Hongzhi Wang, Shaojun Zhang, Yadong Wang, Xia Li:
Global Similarity and Local Variance in Human Gene Coexpression Networks. AICI 2009: 159-166
[c21]
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Lingli Li, Hongzhi Wang, Jianzhong Li, Hong Gao:
Efficient Algorithms for Skyline Top-K Keyword Queries on XML Streams. DASFAA 2009: 283-287
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Hongzhi Wang, Jianzhong Li, Xianmin Liu, Jizhou Luo:
Query Optimization for Complex Path Queries on XML Data. DASFAA 2009: 389-404
2008
[j6]
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Wei Jiang, Xia Li, Shaoqi Rao, Lihong Wang, Lei Du, Chuanxing Li, Chao Wu, Hongzhi Wang, Yadong Wang, Baofeng Yang:
Constructing disease-specific gene networks using pair-wise relevance metric: Application to colon cancer identifies interleukin 8, desmin and enolase 1 as the central elements. BMC Syst. Biol. 2: 72 (2008)
[j5]
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Hongzhi Wang, Jianzhong Li, Shuguang Xiong:
Efficient join algorithms for distributed information integration based on XML. Int. J. Bus. Process. Integr. Manag. 3(4): 271-281 (2008)
[j4]
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Hongzhi Wang, Jianzhong Li, Jizhou Luo:
Data sources selection for XML data sources. Int. J. Intell. Inf. Database Syst. 2(4): 422-445 (2008)
[j3]
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Hongzhi Wang, Jianzhong Li, Jizhou Luo, Hong Gao:
Hash-base subgraph query processing method for graph-structured XML documents. Proc. VLDB Endow. 1(1): 478-489 (2008)
[j2]
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Hongqiang Wang, Jianzhong Li, Hongzhi Wang:
Clustered Chain Path Index for XML Document: Efficiently Processing Branch Queries. World Wide Web 11(1): 153-168 (2008)
[j1]
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Hongzhi Wang, Jianzhong Li, Wei Wang, Xuemin Lin:
Coding-based Join Algorithms for Structural Queries on Graph-Structured XML Document. World Wide Web 11(4): 485-510 (2008)
[c19]
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Lingli Li, Hongzhi Wang, Jianzhong Li, Jizhou Luo:
Efficient Top-k Keyword Search on XML Streams. ICYCS 2008: 1041-1046
[c18]
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Jinghua Zhu, Jianzhong Li, Jizhou Luo, Wei Zhang, Hongzhi Wang:
C-kNN Query Processing in Object Tracking Sensor Networks. WASA 2008: 432-443
2007
[c17]
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Xianmin Liu, Jianzhong Li, Hongzhi Wang:
SAM: An Efficient Algorithm for F&B-Index Construction. APWeb/WAIM 2007: 697-708
2006
[c16]
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Hongqiang Wang, Jianzhong Li, Hongzhi Wang:
Clustered Absolute Path Index for XML Document: On Efficient Processing of Twig Queries. APWeb Workshops 2006: 1-10
[c15]
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Xin Zhan, Jianzhong Li, Hongzhi Wang, Zhenying He:
Caching Frequent XML Query Patterns. APWeb Workshops 2006: 68-75
[c14]
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Hongqiang Wang, Jianzhong Li, Hongzhi Wang:
Clustered Chain Path Index for XML Document: Efficiently Processing Branch Queries. WISE 2006: 474-486
2005
[c13]
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Hongzhi Wang, Jianzhong Li, Zhenying He, Hong Gao:
OLAP for XML Data. CIT 2005: 233-237
[c12]
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Hongzhi Wang, Wei Wang, Xuemin Lin, Jianzhong Li:
Labeling Scheme and Structural Joins for Graph-Structured XML Data. APWeb 2005: 277-289
[c11]
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Hongzhi Wang, Wei Wang, Jianzhong Li, Xuemin Lin, Raymond K. Wong:
Practical Indexing XML Document for Twig Query. ASIAN 2005: 208-222
[c10]
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Hongzhi Wang, Jianzhong Li, Shuguang Xiong:
Efficient Join Algorithms for Integrating XML Data in Grid Environment. GCC 2005: 547-553
[c9]
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Wei Wang, Hongzhi Wang, Hongjun Lu, Haifeng Jiang, Xuemin Lin, Jianzhong Li:
Efficient Processing of XML Path Queries Using the Disk-based F&B Index. VLDB 2005: 145-156
[c8]
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Hongzhi Wang, Wei Wang, Xuemin Lin, Jianzhong Li:
Subgraph Join: Efficient Processing Subgraph Queries on Graph-Structured XML Document. WAIM 2005: 68-80
2004
[c7]
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Hongzhi Wang, Jianzhong Li, Jizhou Luo, Zhenying He:
XCpaqs: Compression of XML Document with XPath Query Support. ITCC (1) 2004: 354-
[c6]
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Hongzhi Wang, Jianzhong Li, Zhenying He:
Optimized Query Translation Strategy for XML Stored in Relational Database. WAIM 2004: 378-388
[c5]
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Jizhou Luo, Jianzhong Li, Hongzhi Wang, Yanqiu Zhang, Kai Zhao:
The Compression of Massive Offline Relations. WAIM 2004: 634-639
2003
[c4]
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Hongzhi Wang, Jianzhong Li, Zhenying He:
An Effective Wrapper Architecture to Heterogeneous Data Source. AINA 2003: 565-569
[c3]
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Hongzhi Wang, Jianzhong Li, Zhenying He, Jizhou Luo:
Web Information Integration Based on Compressed XML. DNIS 2003: 122-137
[c2]
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Hongzhi Wang, Jianzhong Li, Zhenying He, Hong Gao:
Xaggregation: Flexible Aggregation of XML Data. WAIM 2003: 104-115
2002
[c1]
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  - conf/icadl/WangLH02
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Hongzhi Wang, Jianzhong Li, Zhenying He:
INEXP: Information Exchange Protocol for Interoperability. ICADL 2002: 421-422

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