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2020 – today
- 2025
[j6]Yuzhuang Xu, Shiyu Ji, Qingfu Zhu, Wanxiang Che:
CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs. Trans. Assoc. Comput. Linguistics 13: 1488-1506 (2025)- [c6]Ziyue Wang, Chi Chen, Fuwen Luo, Yurui Dong, Yuanchi Zhang, Yuzhuang Xu, Xiaolong Wang, Peng Li, Yang Liu:
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models. ACL (1) 2025: 7605-7633 - [c5]Xiaolong Wang, Yuanchi Zhang, Ziyue Wang, Yuzhuang Xu, Fuwen Luo, Yile Wang, Peng Li, Yang Liu:
Perspective Transition of Large Language Models for Solving Subjective Tasks. ACL (Findings) 2025: 9686-9704 - [i14]Xiaolong Wang, Yuanchi Zhang, Ziyue Wang, Yuzhuang Xu, Fuwen Luo, Yile Wang, Peng Li, Yang Liu:
Perspective Transition of Large Language Models for Solving Subjective Tasks. CoRR abs/2501.09265 (2025) - [i13]Yixuan Wang, Yijun Liu, Shiyu Ji, Yuzhuang Xu, Yang Xu, Qingfu Zhu, Wanxiang Che:
Think Before You Accept: Semantic Reflective Verification for Faster Speculative Decoding. CoRR abs/2505.18629 (2025) - [i12]Yixuan Wang, Shiyu Ji, Yijun Liu, Yuzhuang Xu, Yang Xu, Qingfu Zhu, Wanxiang Che:
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query. CoRR abs/2505.20334 (2025) - [i11]Yuzhuang Xu, Xu Han, Yuanchi Zhang, Yixuan Wang, Yijun Liu, Shiyu Ji, Qingfu Zhu, Wanxiang Che:
CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis. CoRR abs/2508.02322 (2025) - [i10]Yijun Liu, Yixuan Wang, Yuzhuang Xu, Shiyu Ji, Yang Xu, Qingfu Zhu, Wanxiang Che:
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction. CoRR abs/2509.10798 (2025) - 2024
- [c4]Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun:
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. ACL (1) 2024: 11929-11942 - [c3]Yuzhuang Xu, Shuo Wang, Peng Li, Xuebo Liu, Xiaolong Wang, Weidong Liu, Yang Liu:
Pluggable Neural Machine Translation Models via Memory-augmented Adapters. LREC/COLING 2024: 12794-12808 - [c2]Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun:
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. NeurIPS 2024 - [c1]Yuzhuang Xu, Xu Han, Zonghan Yang, Shuo Wang, Qingfu Zhu, Zhiyuan Liu, Weidong Liu, Wanxiang Che:
OneBit: Towards Extremely Low-bit Large Language Models. NeurIPS 2024 - [i9]Haoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding, Xu Han, Zhiyuan Liu, Maosong Sun:
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset. CoRR abs/2402.04588 (2024) - [i8]Yuzhuang Xu, Xu Han, Zonghan Yang, Shuo Wang, Qingfu Zhu, Zhiyuan Liu, Weidong Liu, Wanxiang Che:
OneBit: Towards Extremely Low-bit Large Language Models. CoRR abs/2402.11295 (2024) - [i7]Kaiyu Huang, Fengran Mo, Hongliang Li, You Li, Yuanchi Zhang, Weijian Yi, Yulong Mao, Jinchen Liu, Yuzhuang Xu, Jinan Xu, Jian-Yun Nie, Yang Liu:
A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers. CoRR abs/2405.10936 (2024) - [i6]Bowen Ping, Shuo Wang, Hanqing Wang, Xu Han, Yuzhuang Xu, Yukun Yan, Yun Chen, Baobao Chang, Zhiyuan Liu, Maosong Sun:
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. CoRR abs/2406.08903 (2024) - [i5]Ziyue Wang, Chi Chen, Fuwen Luo, Yurui Dong, Yuanchi Zhang, Yuzhuang Xu, Xiaolong Wang, Peng Li
, Yang Liu:
ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models. CoRR abs/2410.04659 (2024) - [i4]Yuzhuang Xu, Shiyu Ji, Qingfu Zhu, Wanxiang Che:
CRVQ: Channel-relaxed Vector Quantization for Extreme Compression of LLMs. CoRR abs/2412.09282 (2024) - 2023
- [j5]Shuyi Zhang, Difeng Wang, Fang Gong, Yuzhuang Xu, Xianqiang He, Xuan Zhang, Dongyang Fu:
Evaluating Atmospheric Correction Methods for Sentinel-2 in Low-to-High-Turbidity Chinese Coastal Waters. Remote. Sens. 15(9): 2353 (2023) - [i3]Yuzhuang Xu, Shuo Wang, Peng Li, Xuebo Liu, Xiaolong Wang, Weidong Liu, Yang Liu:
Pluggable Neural Machine Translation Models via Memory-augmented Adapters. CoRR abs/2307.06029 (2023) - [i2]Yuzhuang Xu, Shuo Wang, Peng Li, Fuwen Luo, Xiaolong Wang, Weidong Liu, Yang Liu:
Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf. CoRR abs/2309.04658 (2023) - 2022
- [i1]Yan Huang, Yu Zhou, Tao Zhu, Yuzhuang Xu, Hehe Wang, Weihuai Liu, Jingxiu Hu, Pushan Xiao:
Scaling Bockchain with Adaptivity. CoRR abs/2204.03832 (2022) - 2021
- [j4]Yuzhuang Xu, Xianqiang He, Yan Bai, Difeng Wang, Qiankun Zhu, Xiaosong Ding:
Evaluation of Remote-Sensing Reflectance Products from Multiple Ocean Color Missions in Highly Turbid Water (Hangzhou Bay). Remote. Sens. 13(21): 4267 (2021) - [j3]Kai Hu, Ji Wan, Kan Luo, Yuzhuang Xu, Zijing Cheng, Wei-Tek Tsai:
Cover Image. Softw. Test. Verification Reliab. 31(6) (2021) - [j2]Kai Hu, Ji Wan, Kan Luo, Yuzhuang Xu, Zijing Cheng, Wei-Tek Tsai:
Verification algebra for multi-tenant applications in VaaS architecture. Softw. Test. Verification Reliab. 31(6) (2021) - [j1]Kai Hu, Ji Wan, Kan Luo, Yuzhuang Xu, Zijing Cheng, Wei-Tek Tsai:
Erratum. Softw. Test. Verification Reliab. 31(7) (2021)
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