Contextual Transformer for Offline Meta Reinforcement Learning. - Runji Lin; Ye Li 016; Xidong Feng; Zhaowei Zhang 001; Xian Hong Wu Fung; Haifeng Zhang 002; Jun Wang 012; Yali Du 001; Yaodong Yang 001 (CoRR, 2022)

STAS: Spatial-Temporal Return Decomposition for Multi-agent Reinforcement Learning. - Sirui Chen; Zhaowei Zhang 001; Yali Du 001; Yaodong Yang 001 (CoRR, 2023)

Heterogeneous Value Evaluation for Large Language Models. - Zhaowei Zhang 001; Nian Liu 003; Siyuan Qi; Ceyao Zhang; Ziqi Rong; Song-Chun Zhu; Shuguang Cui; Yaodong Yang 001 (CoRR, 2023)

ProAgent: Building Proactive Cooperative AI with Large Language Models. - Ceyao Zhang; Kaijie Yang; Siyi Hu; Zihao Wang; Guanghe Li; Yihang Sun; Cheng Zhang; Zhaowei Zhang 001; Anji Liu; Song-Chun Zhu; Xiaojun Chang; Junge Zhang; et al. (CoRR, 2023)

Measuring Value Understanding in Language Models through Discriminator-Critique Gap. - Zhaowei Zhang 001; Fengshuo Bai; Jun Gao; Yaodong Yang 001 (CoRR, 2023)

AI Alignment: A Comprehensive Survey. - Jiaming Ji; Tianyi Qiu; Boyuan Chen 008; Borong Zhang; Hantao Lou; Kaile Wang; Yawen Duan; Zhonghao He; Jiayi Zhou; Zhaowei Zhang 001; Fanzhi Zeng; Kwan Yee Ng; et al. (CoRR, 2023)

STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning. - Sirui Chen; Zhaowei Zhang 001; Yaodong Yang 001; Yali Du 001 (AAAI, 2024)

ProAgent: Building Proactive Cooperative Agents with Large Language Models. - Ceyao Zhang; Kaijie Yang; Siyi Hu; Zihao Wang; Guanghe Li; Yihang Sun; Cheng Zhang; Zhaowei Zhang 001; Anji Liu; Song-Chun Zhu; Xiaojun Chang; Junge Zhang; et al. (AAAI, 2024)

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. - Siyuan Qi; Shuo Chen 006; Yexin Li; Xiangyu Kong; Junqi Wang; Bangcheng Yang; Pring Wong; Yifan Zhong; Xiaoyuan Zhang; Zhaowei Zhang 001; Nian Liu 003; Yaodong Yang 001; et al. (ICLR, 2024)

CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents. - Siyuan Qi; Shuo Chen 006; Yexin Li; Xiangyu Kong; Junqi Wang; Bangcheng Yang; Pring Wong; Yifan Zhong; Xiaoyuan Zhang; Zhaowei Zhang 001; Nian Liu 003; Wei Wang 115; et al. (CoRR, 2024)

Incentive Compatibility for AI Alignment in Sociotechnical Systems: Positions and Prospects. - Zhaowei Zhang 001; Fengshuo Bai; Mingzhi Wang; Haoyang Ye; Chengdong Ma; Yaodong Yang 001 (CoRR, 2024)

Foundational Challenges in Assuring Alignment and Safety of Large Language Models. - Usman Anwar; Abulhair Saparov; Javier Rando; Daniel Paleka; Miles Turpin; Peter Hase; Ekdeep Singh Lubana; Erik Jenner; Stephen Casper; Oliver Sourbut; Benjamin L. Edelman; Zhaowei Zhang 001; et al. (CoRR, 2024)

Efficient Model-agnostic Alignment via Bayesian Persuasion. - Fengshuo Bai; Mingzhi Wang; Zhaowei Zhang 001; Boyuan Chen 008; Yinda Xu; Ying Wen 001; Yaodong Yang 001 (CoRR, 2024)

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Models Alignment. - Mingzhi Wang; Chengdong Ma; Qizhi Chen; Linjian Meng; Yang Han; Jiancong Xiao; Zhaowei Zhang 001; Jing Huo; Weijie J. Su; Yaodong Yang 001 (CoRR, 2024)

Foundational Challenges in Assuring Alignment and Safety of Large Language Models. - Usman Anwar; Abulhair Saparov; Javier Rando; Daniel Paleka; Miles Turpin; Peter Hase; Ekdeep Singh Lubana; Erik Jenner; Stephen Casper; Oliver Sourbut; Benjamin L. Edelman; Zhaowei Zhang 001; et al. (Trans. Mach. Learn. Res., 2024)

Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems. - Zhaowei Zhang 001; Fengshuo Bai; Mingzhi Wang; Haoyang Ye; Chengdong Ma; Yaodong Yang 001 (AGI (2), 2025)

Heterogeneous Value Alignment Evaluation for Large Language Models. - Zhaowei Zhang 001; Ceyao Zhang; Nian Liu 003; Siyuan Qi; Ziqi Rong; Song-Chun Zhu; Yaodong Yang 001 (AGI (2), 2025)

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment. - Mingzhi Wang; Chengdong Ma; Qizhi Chen; Linjian Meng; Yang Han; Jiancong Xiao; Zhaowei Zhang 001; Jing Huo; Weijie J. Su; Yaodong Yang 001 (ICLR, 2025)

Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs. - Zhaowei Zhang 001; Fengshuo Bai; Qizhi Chen; Chengdong Ma; Mingzhi Wang; Haoran Sun; Zilong Zheng; Yaodong Yang 001 (ICLR, 2025)

Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia. - Chandler Smith; Marwa Abdulhai; Manfred Diaz; Marko Tesic; Rakshit S. Trivedi; Alexander Sasha Vezhnevets; Lewis Hammond; Jesse Clifton; Minsuk Chang; Edgar A. Duéñez-Guzmán; John P. Agapiou; Jayd Matyas; et al. (NeurIPS, 2025)

EuroCon: Benchmarking Parliament Deliberation for Political Consensus Finding. - Zhaowei Zhang 001; Minghua Yi; Mengmeng Wang; Fengshuo Bai; Zilong Zheng; Yipeng Kang; Yaodong Yang 001 (CoRR, 2025)

Aegis: Automated Error Generation and Identification for Multi-Agent Systems. - Fanqi Kong; Ruijie Zhang; Huaxiao Yin; Guibin Zhang; Xiaofei Zhang; Ziang Chen; Zhaowei Zhang 001; Xiaoyuan Zhang; Song-Chun Zhu; Xue Feng (CoRR, 2025)

Make an Offer They Can't Refuse: Grounding Bayesian Persuasion in Real-World Dialogues without Pre-Commitment. - Buwei He; Yang Liu 266; Zhaowei Zhang 001; Zixia Jia; Huijia Wu; Zhaofeng He 001; Zilong Zheng; Yipeng Kang (CoRR, 2025)

LLMs Know More Than Words: A Genre Study with Syntax, Metaphor & Phonetics. - Weiye Shi; Zhaowei Zhang 001; Shaoheng Yan; Yaodong Yang 001 (CoRR, 2025)

Simple Role Assignment is Extraordinarily Effective for Safety Alignment. - Ziheng Zhou; Jiakun Ding; Zhaowei Zhang 001; Ruosen Gao; Yingnian Wu; Demetri Terzopoulos; Yipeng Kang; Fangwei Zhong; Junqi Wang (CoRR, 2026)

Does LLM Alignment Really Need Diversity? An Empirical Study of Adapting RLVR Methods for Moral Reasoning. - Zhaowei Zhang 001; Xiaohan Liu; Xuekai Zhu; Junchao Huang; Ceyao Zhang; Zhiyuan Feng; Yaodong Yang 001; Xiaoyuan Yi; Xing Xie (CoRR, 2026)

AI Alignment: A Contemporary Survey. - Jiaming Ji; Tianyi Qiu; Boyuan Chen 008; Jiayi Zhou; Borong Zhang; Donghai Hong; Hantao Lou; Kaile Wang; Yawen Duan; Zhonghao He; Lukas Vierling; Zhaowei Zhang 001; et al. (ACM Comput. Surv., 2026)