ChatDev: Communicative Agents for Software Development
Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun
In Annual Meeting of the Association for Computational Linguistics (ACL), 2024.

Experiential Co-Learning of Software-Developing Agents
Chen Qian*, Yufan Dang*, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
In Annual Meeting of the Association for Computational Linguistics (ACL), 2024.

Scaling Large-Language-Model-based Multi-Agent Collaboration
Chen Qian*, Zihao Xie*, Yifei Wang*, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
In International Conference on Learning Representations (ICLR), 2025.

Multi-Agent Collaboration via Evolving Orchestration
Yufan Dang*, Chen Qian*, Xueheng Luo, Jingru Fan, Zihao Xie, Ruijie Shi, Weize Chen, Cheng Yang, Xiaoyin Che, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun
In Neural Information Processing Systems (NeurIPS), 2025.

Autonomous Agents for Collaborative Task under Information Asymmetry
Wei Liu, Chenxi Wang, Yifei Wang, Zihao Xie, Rennai Qiu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Chen Qian
In Neural Information Processing Systems (NeurIPS), 2024.

TeachMaster: Generative Teaching via Code
Yuheng Wang, Runde Yang, Lin Wu, Jie Zhang, Jingru Fan, Tianle Zhou, Ruoyu Fu, Huatao Li, Ruijie Shi, Siheng Chen, Weinan E, Chen Qian
In Annual Meeting of the Association for Computational Linguistics (ACL), 2026.

AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction
Ruijie Shi, Houbin Zhang, Yuecheng Han, Yuheng Wang, Jingru Fan, Runde Yang, Yufan Dang, Huatao Li, Dewen Liu, Yuan Cheng, Chen Qian
In International Conference on Machine Learning (ICML), 2026.

Multi-Agent Collaboration via Cross-Team Orchestration
Zhuoyun Du*, Chen Qian*, Wei Liu, Zihao Xie, YiFei Wang, Rennai Qiu, Yufan Dang, Weize Chen, Cheng Yang, Ye Tian, Xuantang Xiong, Lei Han
In Annual Meeting of the Association for Computational Linguistics (ACL), 2025.

MAO: A Framework for Process Model Generation with Multi-Agent Orchestration
Leilei Lin, Yumeng Jin, Yingming Zhou, Wenlong Chen, Chen Qian
IEEE Transactions on Services Computing (TSC), 2025.

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou
In International Conference on Learning Representations (ICLR), 2024.

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
In International Conference on Learning Representations (ICLR), 2025.

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun
In Annual Meeting of the Association for Computational Linguistics (ACL), 2025.

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Weize Chen, Chenfei Yuan, Jiarui Yuan, Yusheng Su, Chen Qian, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
In Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

AI Agent in Healthcare: Applications, Evaluations, and Future Directions
Lina Zhao, Shengrui Liu, Tangsiwei Xin, Jiawen Tan, Xiaoran Wang, Yafang Li, Zihao Bian, Yiyang Chen, Fanyi Kong, Jinwei Bian, Chen Qian, Zongjiu Zhang
In npj Artificial Intelligence, 2026.

Towards a Science of Collective AI: LLM-based Multi-Agent Systems Need a Transition from Blind Trial-and-Error to Rigorous Science
Jingru Fan, Dewen Liu, Yufan Dang, Huatao Li, Yuheng Wang, Wei Liu, Feiyu Duan, Xuanwen Ding, Shu Yao, Lin Wu, Ruijie Shi, Wai-Shing Leung, Yuan Cheng, Zhongyu Wei, Cheng Yang, Chen Qian, Zhiyuan Liu, Maosong Sun
In arXiv:2602.05289, 2026.

AppCopilot: Toward General, Accurate, Long-Horizon, and Efficient Mobile Agent
Jingru Fan, Yufan Dang, Jingyao Wu, Huatao Li, Runde Yang, Xiyuan Yang, Yuheng Wang, Chen Qian
In arXiv:2509.02444, 2025.