Tiling a Strip with Triangles. - John Bodeen; Steve Butler; Taekyoung Kim; Xiyuan Sun; Shenzhi Wang (Electron. J. Comb., 2014)

Glancing at the Patch: Anomaly Localization With Global and Local Feature Comparison. - Shenzhi Wang; Liwei Wu; Lei Cui; Yujun Shen (CVPR, 2021)

Boosting Offline Reinforcement Learning with Action Preference Query. - Qisen Yang; Shenzhi Wang; Matthieu Gaetan Lin; Shiji Song; Gao Huang 001 (ICML, 2023)

Train Once, Get a Family: State-Adaptive Balances for Offline-to-Online Reinforcement Learning. - Shenzhi Wang; Qisen Yang; Jiawei Gao 004; Matthieu Gaetan Lin; Hao Chen; Liwei Wu; Ning Jia; Shiji Song; Gao Huang 001 (NeurIPS, 2023)

Avalon's Game of Thoughts: Battle Against Deception through Recursive Contemplation. - Shenzhi Wang; Chang Liu; Zilong Zheng; Siyuan Qi; Shuo Chen; Qisen Yang; Andrew Zhao; Chaofei Wang; Shiji Song; Gao Huang 001 (CoRR, 2023)

Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling. - Shenzhi Wang; Chang Liu; Zilong Zheng; Siyuan Qi; Shuo Chen; Qisen Yang; Andrew Zhao; Chaofei Wang; Shiji Song; Gao Huang 001 (ACL (Findings), 2024)

PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents. - Qisen Yang; Zekun Wang; Honghui Chen; Shenzhi Wang; Yifan Pu; Xin Gao; Wenhao Huang 001; Shiji Song; Gao Huang 001 (ACL (1), 2024)

DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution. - Yang Yue; Yulin Wang; Bingyi Kang; Yizeng Han; Shenzhi Wang; Shiji Song; Jiashi Feng; Gao Huang 001 (NeurIPS, 2024)

LLM Agents for Psychology: A Study on Gamified Assessments. - Qisen Yang; Zekun Wang; Honghui Chen; Shenzhi Wang; Yifan Pu; Xin Gao; Wenhao Huang 001; Shiji Song; Gao Huang 001 (CoRR, 2024)

DiveR-CT: Diversity-enhanced Red Teaming with Relaxing Constraints. - Andrew Zhao; Quentin Xu; Matthieu Lin; Shenzhi Wang; Yong-Jin Liu 001; Zilong Zheng; Gao Huang 001 (CoRR, 2024)

LLM-based Optimization of Compound AI Systems: A Survey. - Matthieu Lin; Jenny Sheng; Andrew Zhao; Shenzhi Wang; Yang Yue; Yiran Wu; Huan Liu; Jun Liu; Gao Huang 001; Yong-Jin Liu 001 (CoRR, 2024)

Hundreds Guide Millions: Adaptive Offline Reinforcement Learning With Expert Guidance. - Qisen Yang; Shenzhi Wang; Qihang Zhang; Gao Huang 001; Shiji Song (IEEE Trans. Neural Networks Learn. Syst., 2024)

DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints. - Andrew Zhao; Quentin Xu; Matthieu Lin; Shenzhi Wang; Yong-Jin Liu 001; Zilong Zheng; Gao Huang 001 (AAAI, 2025)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment. - Zekun Moore Wang; Shenzhi Wang; King Zhu; Jiaheng Liu; Ke Xu 001; Jie Fu 001; Wangchunshu Zhou; Wenhao Huang 001 (ACL (1), 2025)

Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing. - Huanqian Wang; Yang Yue; Rui Lu; Jingxin Shi; Andrew Zhao; Shenzhi Wang; Shiji Song; Gao Huang 001 (NAACL (Long Papers), 2025)

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values. - M.-A-P. Team; Siwei Wu; Jincheng Ren; Xinrun Du; Shuyue Guo; Xingwei Qu; Yiming Liang; Jie Liu 047; Yunwen Li; Tianyu Zheng; Boyu Feng; Huaqing Yuan; et al. (CoRR, 2025)

Absolute Zero: Reinforced Self-play Reasoning with Zero Data. - Andrew Zhao; Yiran Wu; Yang Yue; Tong Wu; Quentin Xu; Yang Yue; Matthieu Lin; Shenzhi Wang; Qingyun Wu; Zilong Zheng; Gao Huang 001 (CoRR, 2025)

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning. - Shenzhi Wang; Le Yu; Chang Gao; Chujie Zheng; Shixuan Liu; Rui Lu; Kai Dang; Xionghui Chen; Jianxin Yang; Zhenru Zhang; Yuqiong Liu; An Yang; et al. (CoRR, 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (CoRR, 2025)