WebCPM: Interactive Web Search for Chinese Long-form Question Answering. - Yujia Qin; Zihan Cai; Dian Jin; Lan Yan; Shihao Liang; Kunlun Zhu; Yankai Lin; Xu Han 007; Ning Ding 002; Huadong Wang; Ruobing Xie; Fanchao Qi; et al. (ACL (1), 2023)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi Ren Fung 001; Yusheng Su; et al. (CoRR, 2023)

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. - Yujia Qin; Shihao Liang; Yining Ye; Kunlun Zhu; Lan Yan; Yaxi Lu; Yankai Lin; Xin Cong; Xiangru Tang; Bill Qian; Sihan Zhao; Runchu Tian; et al. (CoRR, 2023)

QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation. - Kunlun Zhu; Shihao Liang; Xu Han 007; Zhi Zheng; Guoyang Zeng; Zhiyuan Liu 002; Maosong Sun 001 (CoRR, 2023)

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs. - Yujia Qin; Shihao Liang; Yining Ye; Kunlun Zhu; Lan Yan; Yaxi Lu; Yankai Lin; Xin Cong; Xiangru Tang; Bill Qian; Sihan Zhao; Lauren Hong; et al. (ICLR, 2024)

Prioritizing Safeguarding Over Autonomy: Risks of LLM Agents for Science. - Xiangru Tang; Qiao Jin 001; Kunlun Zhu; Tongxin Yuan; Yichi Zhang; Wangchunshu Zhou; Meng Qu; Yilun Zhao 001; Jian Tang; Zhuosheng Zhang 001; Arman Cohan; Zhiyong Lu; et al. (CoRR, 2024)

How Far Are We From AGI. - Tao Feng; Chuanyang Jin; Jingyu Liu; Kunlun Zhu; Haoqin Tu; Zirui Cheng; Guanyu Lin; Jiaxuan You (CoRR, 2024)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Ruobing Wang; Shi Yu 001; Shuo Wang 013; Yukun Yan; Zhenghao Liu 001; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

ResearchTown: Simulator of Human Research Community. - Haofei Yu; Zhaochen Hong; Zirui Cheng; Kunlun Zhu; Keyang Xuan; Jinwei Yao; Tao Feng; Jiaxuan You (CoRR, 2024)

How Far Are We From AGI: Are LLMs All We Need? - Tao Feng; Chuanyang Jin; Jingyu Liu; Kunlun Zhu; Haoqin Tu; Zirui Cheng; Guanyu Lin; Jiaxuan You (Trans. Mach. Learn. Res., 2024)

Exploring Format Consistency for Instruction Tuning. - Shihao Liang; Runchu Tian; Kunlun Zhu; Yujia Qin; Huadong Wang; Xin Cong; Zhiyuan Liu 001; Xiaojiang Liu; Maosong Sun 001 (Trans. Mach. Learn. Res., 2024)

MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents. - Kunlun Zhu; Hongyi Du; Zhaochen Hong; Xiaocheng Yang; Shuyi Guo; Zhe Wang; Zhenhailong Wang; Cheng Qian 008; Robert Tang; Heng Ji 001; Jiaxuan You (ACL (1), 2025)

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. - Kunlun Zhu; Yifan Luo; Dingling Xu; Yukun Yan; Zhenghao Liu 001; Shi Yu 001; Ruobing Wang; Shuo Wang 013; Yishan Li; Nan Zhang; Xu Han 007; Zhiyuan Liu 001; et al. (ACL (1), 2025)

Scaling Large Language Model-based Multi-Agent Collaboration. - Chen Qian; Zihao Xie; Yifei Wang; Wei Liu 161; Kunlun Zhu; Hanchen Xia; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents. - Kunlun Zhu; Hongyi Du; Zhaochen Hong; Xiaocheng Yang; Shuyi Guo; Zhe Wang; Zhenhailong Wang; Cheng Qian 008; Xiangru Tang; Heng Ji 001; Jiaxuan You (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents. - Kunlun Zhu; Jiaxun Zhang; Ziheng Qi; Nuoxing Shang; Zijia Liu; Peixuan Han; Yu Su 001; Haofei Yu; Jiaxuan You (CoRR, 2025)