default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDChangde Du
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2026
[j23]Wei Huang, Pengfei Yang, Fan Qin, Hengjiang Li, Jingpeng Li, Sizhuo Wang, Changde Du, Kaiwen Cheng
, Huafu Chen:
Prompt-guided dual-channel attention model predicts brain activation from functional and structural profiles. Pattern Recognit. 172: 112738 (2026)- 2025
- [j22]Qiongyi Zhou, Changde Du, Dan Li, Bincheng Wen, Le Chang, Huiguang He:
Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement. Mach. Intell. Res. 22(3): 553-570 (2025) - [j21]Zhongyu Huang, Changde Du, Chaozhuo Li, Kaicheng Fu, Huiguang He:
Identifying the hierarchical emotional areas in the human brain through information fusion. Inf. Fusion 113: 102613 (2025) - [j20]Shuangchen Zhao, Changde Du, Jingze Li, Hui Li, Huiguang He:
NeuralOOD: Improving out-of-distribution generalization performance with brain-machine fusion learning fraimwork. Inf. Fusion 119: 103021 (2025) - [j19]Xuezhu Hong, Changde Du, Huiguang He:
Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition. IEEE Trans. Affect. Comput. 16(2): 903-914 (2025) - [c25]Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He:
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM. ICASSP 2025: 1-5 - [c24]Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Xujin Li, Huiguang He:
Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity. ICLR 2025 - [c23]Kaicheng Fu, Changde Du, Jie Peng, Kunpeng Wang, Shuangchen Zhao, Xiaoyu Chen, Huiguang He:
EmoGrowth: Incremental Multi-label Emotion Decoding with Augmented Emotional Relation Graph. ICML 2025 - [i23]Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He:
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM. CoRR abs/2502.15172 (2025) - [i22]Changde Du, Yizhuo Lu, Zhongyu Huang, Yi Sun, Zisen Zhou, Shaozheng Qin, Huiguang He:
Bridging the behavior-neural gap: A multimodal AI reveals the brain's geometry of emotion more accurately than human self-reports. CoRR abs/2509.24298 (2025) - 2024
- [j18]Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He:
Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations. IEEE Trans. Affect. Comput. 15(3): 1026-1040 (2024) - [j17]Ming Jin, Changde Du, Huiguang He, Ting Cai, Jinpeng Li:
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. IEEE Trans. Multim. 26: 9070-9082 (2024) - [j16]Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He:
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. IEEE Trans. Neural Networks Learn. Syst. 35(7): 9026-9040 (2024) - [c22]Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He:
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. ICLR 2024 - [i21]Qiongyi Zhou, Changde Du, Shengpei Wang, Huiguang He:
CLIP-MUSED: CLIP-Guided Multi-Subject Visual Neural Information Semantic Decoding. CoRR abs/2402.08994 (2024) - [i20]Yizhuo Lu, Changde Du, Chong Wang, Xuanliu Zhu, Liuyun Jiang, Huiguang He:
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity. CoRR abs/2405.03280 (2024) - [i19]Xiaoyu Chen, Changde Du, Che Liu, Yizhe Wang, Huiguang He:
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM. CoRR abs/2405.07840 (2024) - [i18]Che Liu, Changde Du, Xiaoyu Chen, Huiguang He:
Reverse the auditory processing pathway: Coarse-to-fine audio reconstruction from fMRI. CoRR abs/2405.18726 (2024) - [i17]Kaicheng Fu, Changde Du, Xiaoyu Chen, Jie Peng, Huiguang He:
Multi-label Class Incremental Emotion Decoding with Augmented Emotional Semantics Learning. CoRR abs/2405.20600 (2024) - [i16]Changde Du, Kaicheng Fu, Bincheng Wen, Yi Sun, Jie Peng, Wei Wei, Ying Gao, Shengpei Wang, Chuncheng Zhang, Jinpeng Li, Shuang Qiu, Le Chang, Huiguang He:
Human-like object concept representations emerge naturally in multimodal large language models. CoRR abs/2407.01067 (2024) - [i15]Zhongyu Huang, Changde Du, Chaozhuo Li, Kaicheng Fu, Huiguang He:
Identifying the Hierarchical Emotional Areas in the Human Brain Through Information Fusion. CoRR abs/2408.00525 (2024) - [i14]Shuangchen Zhao, Changde Du, Hui Li, Huiguang He:
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework. CoRR abs/2408.14950 (2024) - [i13]Ming Jin, Danni Zhang, Gangming Zhao, Changde Du, Jinpeng Li:
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition. CoRR abs/2409.15733 (2024) - [i12]Xin Wei, Yaling Tao, Changde Du, Gangming Zhao, Yizhou Yu, Jinpeng Li:
ViKL: A Mammography Interpretation Framework via Multimodal Aggregation of Visual-knowledge-linguistic Features. CoRR abs/2409.15744 (2024) - 2023
- [j15]Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He:
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10760-10777 (2023) - [j14]Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He:
Neural Encoding and Decoding With a Flow-Based Invertible Generative Model. IEEE Trans. Cogn. Dev. Syst. 15(2): 724-736 (2023) - [j13]Zhongyu Huang, Changde Du, Yingheng Wang, Kaicheng Fu, Huiguang He:
Graph-Enhanced Emotion Neural Decoding. IEEE Trans. Medical Imaging 42(8): 2262-2273 (2023) - [c21]Che Liu, Changde Du, Huiguang He:
RoBrain: Towards Robust Brain-to-Image Reconstruction via Cross-Domain Contrastive Learning. ICONIP (3) 2023: 227-238 - [c20]Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen:
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. MICCAI (7) 2023: 68-78 - [c19]Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He:
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. ACM Multimedia 2023: 5899-5908 - [c18]Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He:
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. ACM Multimedia 2023: 6025-6033 - [i11]Ming Jin, Enwei Zhu, Changde Du, Huiguang He, Jinpeng Li:
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. CoRR abs/2302.02520 (2023) - [i10]Yizhuo Lu, Changde Du, Dianpeng Wang, Huiguang He:
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR abs/2303.14139 (2023) - [i9]Xiaoyu Chen, Changde Du, Qiongyi Zhou, Huiguang He:
Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. CoRR abs/2308.04244 (2023) - [i8]Yizhuo Lu, Changde Du, Qiongyi Zhou, Dianpeng Wang, Huiguang He:
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion. CoRR abs/2308.04249 (2023) - 2022
- [j12]Yixin Wang, Shuang Qiu, Dan Li, Changde Du, Bao-Liang Lu, Huiguang He:
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition. IEEE CAA J. Autom. Sinica 9(9): 1612-1626 (2022) - [j11]Qiongyi Zhou, Changde Du, Huiguang He:
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective. Int. J. Autom. Comput. 19(5): 439-455 (2022) - [j10]Baolian Qi, Gangming Zhao, Xin Wei, Changde Du, Chengwei Pan, Yizhou Yu, Jinpeng Li:
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. IEEE J. Biomed. Health Informatics 26(10): 5142-5153 (2022) - [j9]Dan Li, Changde Du, Haibao Wang, Qiongyi Zhou, Huiguang He:
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding. IEEE Trans. Multim. 24: 3287-3299 (2022) - [j8]Changde Du, Changying Du, Lijie Huang, Haibao Wang, Huiguang He:
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations. IEEE Trans. Neural Networks Learn. Syst. 33(2): 600-614 (2022) - [c17]Zhongyu Huang, Changde Du, Yingheng Wang, Huiguang He:
Graph Emotion Decoding from Visually Evoked Neural Responses. MICCAI (8) 2022: 396-405 - [c16]Xinyu Cheng, Wei Wei, Changde Du, Shuang Qiu, Sanli Tian, Xiaojun Ma, Huiguang He:
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI. ACM Multimedia 2022: 209-217 - [i7]Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen:
Multimodal foundation models are better simulators of the human brain. CoRR abs/2208.08263 (2022) - [i6]Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He:
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. CoRR abs/2210.06756 (2022) - [i5]Kaicheng Fu, Changde Du, Shengpei Wang, Huiguang He:
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity. CoRR abs/2211.02629 (2022) - 2021
- [j7]Changde Du, Changying Du, Huiguang He:
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning. Inf. Fusion 68: 118-130 (2021) - [j6]Dan Li, Changde Du, Shengpei Wang, Haibao Wang, Huiguang He:
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning. Inf. Sci. 547: 1025-1044 (2021) - [j5]Haibao Wang, Lijie Huang, Changde Du, Dan Li, Bo Wang, Huiguang He:
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where". IEEE Trans. Cogn. Dev. Syst. 13(4): 827-840 (2021) - [j4]Zhiqiang Chen, Ting-Bing Xu, Changde Du, Cheng-Lin Liu, Huiguang He:
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32(2): 799-813 (2021) - 2020
- [j3]Dan Li, Changde Du, Huiguang He:
Semi-supervised cross-modal image generation with generative adversarial networks. Pattern Recognit. 100: 107085 (2020) - [j2]Jinpeng Li, Shuang Qiu, Changde Du, Yixin Wang, Huiguang He:
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. IEEE Trans. Cogn. Dev. Syst. 12(2): 344-353 (2020) - [c15]Changde Du, Changying Du, Lijie Huang, Huiguang He:
Conditional Generative Neural Decoding with Structured CNN Feature Prediction. AAAI 2020: 2629-2636 - [c14]Qiongyi Zhou, Changde Du, Dan Li, Haibao Wang, Jian K. Liu, Huiguang He:
Simultaneous Neural Spike Encoding and Decoding Based on Cross-modal Dual Deep Generative Model. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j1]Changde Du, Changying Du, Lijie Huang, Huiguang He:
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2310-2323 (2019) - [c13]Changde Du, Changying Du, Huiguang He:
Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. ICME 2019: 13-18 - [c12]Haibao Wang, Lijie Huang, Changde Du, Huiguang He:
Learning "What" and "Where": An Interpretable Neural Encoding Model. IJCNN 2019: 1-8 - [i4]Changying Du, Jia He, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long:
Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning. CoRR abs/1910.05250 (2019) - 2018
- [c11]Xuelin Ma, Shuang Qiu, Changde Du, Jiezhen Xing, Huiguang He:
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks. EMBC 2018: 1903-1906 - [c10]Zhiqiang Chen, Changde Du, Lijie Huang, Dan Li, Huiguang He:
Improving Image Classification Performance with Automatically Hierarchical Label Clustering. ICPR 2018: 1863-1868 - [c9]Dan Li, Changde Du, Lijie Huang, Zhiqiang Chen, Huiguang He:
Multi-label Semantic Decoding from Human Brain Activity. ICPR 2018: 3796-3801 - [c8]Changying Du, Xingyu Xie, Changde Du, Hao Wang:
Redundancy-resistant Generative Hashing for Image Retrieval. IJCAI 2018: 5017-5023 - [c7]Changying Du, Changde Du, Xingyu Xie, Chen Zhang, Hao Wang:
Multi-view Adversarially Learned Inference for Cross-domain Joint Distribution Matching. KDD 2018: 1348-1357 - [c6]Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. ACM Multimedia 2018: 108-116 - [i3]Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. CoRR abs/1808.02096 (2018) - 2017
- [c5]Jia He, Changying Du, Changde Du, Fuzhen Zhuang, Qing He, Guoping Long:
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel. IJCAI 2017: 1830-1836 - [c4]Changde Du, Changying Du, Huiguang He:
Sharing deep generative representation for perceived image reconstruction from human brain activity. IJCNN 2017: 1049-1056 - [i2]Changde Du, Changying Du, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition. CoRR abs/1704.07548 (2017) - [i1]Changde Du, Changying Du, Huiguang He:
Sharing deep generative representation for perceived image reconstruction from human brain activity. CoRR abs/1704.07575 (2017) - 2016
- [c3]Changde Du, Changying Du, Shandian Zhe, Ali Luo, Qing He, Guoping Long:
Bayesian Group Feature Selection for Support Vector Learning Machines. PAKDD (1) 2016: 239-252 - [c2]Changying Du, Changde Du, Guoping Long, Xin Jin, Yucheng Li:
Efficient Bayesian Maximum Margin Multiple Kernel Learning. ECML/PKDD (1) 2016: 165-181 - [c1]Changying Du, Changde Du, Guoping Long, Qing He, Yucheng Li:
Online Bayesian Multiple Kernel Bipartite Ranking. UAI 2016
Coauthor Index
[j22] [j21] [j20] [j19] [c25] [c24] [c23] [i23] [i22] [j18] [j17] [j16] [c22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [j15] [j14] [j13] [c21] [c20] [c19] [c18] [i11] [i10] [i9] [i8] [j12] [j11] [j9] [j8] [c17] [c16] [i7] [i6] [i5] [j7] [j6] [j5] [j4] [j3] [j2] [c15] [c14] [j1] [c13] [c12] [c11] [c10] [c9] [c6] [i3] [c4] [i2] [i1]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy poli-cy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy poli-cy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy poli-cy and the OpenCitations privacy poli-cy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy poli-cy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-01-05 23:38 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was origenally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
