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2020 – today
- 2026
[i14]Zanlin Ni, Shenzhi Wang, Yang Yue, Tianyu Yu, Weilin Zhao, Yeguo Hua, Tianyi Chen, Jun Song, Cheng Yu, Bo Zheng, Gao Huang:
The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models. CoRR abs/2601.15165 (2026)- [i13]Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin:
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models. CoRR abs/2602.04649 (2026) - 2025
- [c10]Andrew Zhao, Quentin Xu, Matthieu Lin, Shenzhi Wang, Yong-Jin Liu, Zilong Zheng, Gao Huang:
DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints. AAAI 2025: 26021-26030 - [c9]Xueyu Hu, Tao Xiong, Biao Yi, Zishu Wei, Ruixuan Xiao, Yurun Chen, Jiasheng Ye, Meiling Tao, Xiangxin Zhou, Ziyu Zhao, Yuhuai Li, Shengze Xu, Shenzhi Wang, Xinchen Xu, Shuofei Qiao, Zhaokai Wang, Kun Kuang, Tieyong Zeng, Liang Wang, Jiwei Li, Yuchen Eleanor Jiang, Wangchunshu Zhou, Guoyin Wang, Keting Yin, Zhou Zhao, Hongxia Yang, Fan Wu, Shengyu Zhang, Fei Wu:
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. ACL (1) 2025: 7436-7465 - [c8]Zekun Moore Wang, Shenzhi Wang, King Zhu, Jiaheng Liu, Ke Xu, Jie Fu, Wangchunshu Zhou, Wenhao Huang:
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment. ACL (1) 2025: 28893-28921 - [c7]Huanqian Wang, Yang Yue, Rui Lu, Jingxin Shi, Andrew Zhao, Shenzhi Wang, Shiji Song, Gao Huang:
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing. NAACL (Long Papers) 2025: 6337-6357 - [i12]Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang:
Absolute Zero: Reinforced Self-play Reasoning with Zero Data. CoRR abs/2505.03335 (2025) - [i11]Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu, Rui Lu, Kai Dang, Xionghui Chen, Jianxin Yang, Zhenru Zhang, Yuqiong Liu, An Yang, Andrew Zhao, Yang Yue, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin:
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning. CoRR abs/2506.01939 (2025) - [i10]Xueyu Hu, Tao Xiong, Biao Yi, Zishu Wei, Ruixuan Xiao, Yurun Chen, Jiasheng Ye, Meiling Tao, Xiangxin Zhou, Ziyu Zhao, Yuhuai Li, Shengze Xu, Shenzhi Wang, Xinchen Xu, Shuofei Qiao, Zhaokai Wang, Kun Kuang, Tieyong Zeng, Liang Wang, Jiwei Li, Yuchen Eleanor Jiang, Wangchunshu Zhou, Guoyin Wang, Keting Yin, Zhou Zhao, Hongxia Yang, Fan Wu, Shengyu Zhang, Fei Wu:
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. CoRR abs/2508.04482 (2025) - 2024
- [j2]Qisen Yang
, Shenzhi Wang, Qihang Zhang, Gao Huang, Shiji Song:
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning With Expert Guidance. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16288-16300 (2024) - [c6]Shenzhi Wang, Chang Liu, Zilong Zheng, Siyuan Qi, Shuo Chen, Qisen Yang, Andrew Zhao, Chaofei Wang, Shiji Song, Gao Huang:
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling. ACL (Findings) 2024: 9909-9953 - [c5]Qisen Yang, Zekun Wang, Honghui Chen, Shenzhi Wang, Yifan Pu, Xin Gao, Wenhao Huang, Shiji Song, Gao Huang:
PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents. ACL (1) 2024: 14470-14505 - [c4]Yang Yue, Yulin Wang, Bingyi Kang, Yizeng Han, Shenzhi Wang, Shiji Song, Jiashi Feng, Gao Huang:
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution. NeurIPS 2024 - [i9]Qisen Yang, Zekun Wang, Honghui Chen, Shenzhi Wang, Yifan Pu, Xin Gao, Wenhao Huang, Shiji Song, Gao Huang:
LLM Agents for Psychology: A Study on Gamified Assessments. CoRR abs/2402.12326 (2024) - [i8]Andrew Zhao, Quentin Xu, Matthieu Lin, Shenzhi Wang, Yong-Jin Liu, Zilong Zheng, Gao Huang:
DiveR-CT: Diversity-enhanced Red Teaming with Relaxing Constraints. CoRR abs/2405.19026 (2024) - [i7]Huanqian Wang, Yang Yue, Rui Lu, Jingxin Shi, Andrew Zhao, Shenzhi Wang, Shiji Song, Gao Huang:
Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing. CoRR abs/2407.08770 (2024) - [i6]Matthieu Lin, Jenny Sheng, Andrew Zhao, Shenzhi Wang, Yang Yue, Yiran Wu, Huan Liu, Jun Liu, Gao Huang, Yong-Jin Liu:
LLM-based Optimization of Compound AI Systems: A Survey. CoRR abs/2410.16392 (2024) - [i5]Yang Yue, Yulin Wang, Bingyi Kang, Yizeng Han, Shenzhi Wang, Shiji Song, Jiashi Feng, Gao Huang:
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution. CoRR abs/2411.02359 (2024) - 2023
- [c3]Qisen Yang, Shenzhi Wang, Matthieu Gaetan Lin, Shiji Song, Gao Huang:
Boosting Offline Reinforcement Learning with Action Preference Query. ICML 2023: 39509-39523 - [c2]Shenzhi Wang, Qisen Yang, Jiawei Gao, Matthieu Gaetan Lin, Hao Chen, Liwei Wu, Ning Jia, Shiji Song, Gao Huang:
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning. NeurIPS 2023 - [i4]Qisen Yang, Shenzhi Wang, Matthieu Gaetan Lin, Shiji Song, Gao Huang:
Boosting Offline Reinforcement Learning with Action Preference Query. CoRR abs/2306.03362 (2023) - [i3]Qisen Yang, Shenzhi Wang, Qihang Zhang, Gao Huang, Shiji Song:
Hundreds Guide Millions: Adaptive Offline Reinforcement Learning with Expert Guidance. CoRR abs/2309.01448 (2023) - [i2]Shenzhi Wang, Chang Liu, Zilong Zheng, Siyuan Qi, Shuo Chen, Qisen Yang, Andrew Zhao, Chaofei Wang, Shiji Song, Gao Huang:
Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation. CoRR abs/2310.01320 (2023) - [i1]Shenzhi Wang, Qisen Yang, Jiawei Gao, Matthieu Gaetan Lin, Hao Chen, Liwei Wu, Ning Jia, Shiji Song, Gao Huang:
Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning. CoRR abs/2310.17966 (2023) - 2021
- [c1]Shenzhi Wang, Liwei Wu, Lei Cui, Yujun Shen:
Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison. CVPR 2021: 254-263
2010 – 2019
- 2014
- [j1]John Bodeen, Steve Butler, Taekyoung Kim, Xiyuan Sun, Shenzhi Wang:
Tiling a Strip with Triangles. Electron. J. Comb. 21(1): 1 (2014)
Coauthor Index
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