Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models. - Ziqiao Ma 001; Jacob Sansom; Run Peng; Joyce Chai (EMNLP (Findings), 2023)

Go Beyond Imagination: Maximizing Episodic Reachability with World Models. - Yao Fu; Run Peng; Honglak Lee (ICML, 2023)

Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations. - Zengqing Wu; Run Peng; Xu Han; Shuyuan Zheng; Yixin Zhang; Chuan Xiao 001 (CoRR, 2023)

Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents. - Zengqing Wu; Run Peng; Shuyuan Zheng; Qianying Liu; Xu Han; Brian Inhyuk Kwon; Makoto Onizuka; Shaojie Tang 001; Chuan Xiao 001 (EMNLP (Findings), 2024)

Think, Act, and Ask: Open-World Interactive Personalized Robot Navigation. - Yinpei Dai; Run Peng; Sikai Li; Joyce Chai (ICRA, 2024)

Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents. - Zengqing Wu; Shuyuan Zheng; Qianying Liu; Xu Han; Brian Inhyuk Kwon; Makoto Onizuka; Shaojie Tang 001; Run Peng; Chuan Xiao 001 (CoRR, 2024)

Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation. - Ziqiao Ma 001; Jing Ding; Xuejun Zhang 003; Dezhi Luo; Jiahe Ding; Sihan Xu; Yuchen Huang; Run Peng; Joyce Chai (CoRR, 2025)

LLM-Based Social Simulations Require a Boundary. - Zengqing Wu; Run Peng; Takayuki Ito; Chuan Xiao 001 (CoRR, 2025)