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Journal Articles
- 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)- 2014
- [j1]John Bodeen, Steve Butler, Taekyoung Kim, Xiyuan Sun, Shenzhi Wang:
Tiling a Strip with Triangles. Electron. J. Comb. 21(1): 1 (2014)
Conference and Workshop Papers
- 2025
- [c8]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 - [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 - 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 - 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 - 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
Informal and Other Publications
- 2025
- [i11]M.-A-P. Team, Siwei Wu, Jincheng Ren, Xinrun Du, Shuyue Guo, Xingwei Qu, Yiming Liang, Jie Liu, Yunwen Li, Tianyu Zheng, Boyu Feng, Huaqing Yuan, Zenith Wang, Jiaheng Liu, Wenhao Huang, Chenglin Cai, Haoran Que, Jian Yang, Yuelin Bai, Zekun Moore Wang, Zhouliang Yu, Qunshu Lin, Ding Pan, Yuchen Jiang, Tiannan Wang, Wangchunshu Zhou, Shenzhi Wang, Xingyuan Bu, Minghao Liu, Guoyin Wang, Ge Zhang, Chenghua Lin:
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. CoRR abs/2504.05535 (2025) - [i10]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) - 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
- [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)
Coauthor Index
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