"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion. - Xu Han; Zengqing Wu; Chuan Xiao 001 (CoRR, 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)

Exploring the Balance Between Computational Thinking and Learning Motivation in Elementary Programming Education: An Empirical Study With Game-Based Learning. - Huizhong Liu; Zengqing Wu; Yili Lu; Ling Zhu (IEEE Trans. Games, 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)

Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation. - Jiawei Wang 005; Renhe Jiang; Chuang Yang 002; Zengqing Wu; Makoto Onizuka; Ryosuke Shibasaki; Noboru Koshizuka; Chuan Xiao 001 (NeurIPS, 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)

Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation. - Jiawei Wang 005; Renhe Jiang; Chuang Yang 002; Zengqing Wu; Makoto Onizuka; Ryosuke Shibasaki; Chuan Xiao 001 (CoRR, 2024)

Utilization of Information Entropy in Training and Evaluation of Students' Abstraction Performance and Algorithm Efficiency in Programming. - Zengqing Wu; Huizhong Liu; Chuan Xiao 001 (IEEE Trans. Educ., 2024)

The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems. - Zengqing Wu; Takayuki Ito (CoRR, 2025)

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