AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (ACL (1), 2024)

Refining Guideline Knowledge for Agent Planning Using Textgrad. - Runnan Fang; Shuofei Qiao; Zekun Xi (ICKG, 2024)

Agent Planning with World Knowledge Model. - Shuofei Qiao; Runnan Fang; Ningyu Zhang 001; Yuqi Zhu; Xiang Chen 016; Shumin Deng; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning. - Shuofei Qiao; Ningyu Zhang 001; Runnan Fang; Yujie Luo; Wangchunshu Zhou; Yuchen Eleanor Jiang; Chengfei Lv; Huajun Chen (CoRR, 2024)

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models. - Yixin Ou; Ningyu Zhang 001; Honghao Gui; Ziwen Xu; Shuofei Qiao; Yida Xue; Runnan Fang; Kangwei Liu; Lei Li 040; Zhen Bi; Guozhou Zheng; Huajun Chen (CoRR, 2024)

WebWalker: Benchmarking LLMs in Web Traversal. - Jialong Wu 007; Wenbiao Yin; Yong Jiang 001; Zhenglin Wang; Zekun Xi; Runnan Fang; Linhai Zhang; Yulan He 001; Deyu Zhou; Pengjun Xie; Fei Huang 002 (ACL (1), 2025)

Benchmarking Agentic Workflow Generation. - Shuofei Qiao; Runnan Fang; Zhisong Qiu; Xiaobin Wang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ICLR, 2025)

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. - Zekun Xi; Wenbiao Yin; Jizhan Fang; Jialong Wu 007; Runnan Fang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement. - Runnan Fang; Xiaobin Wang; Yuan Liang; Shuofei Qiao; Jialong Wu 007; Zekun Xi; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

WebDancer: Towards Autonomous Information Seeking Agency. - Jialong Wu 007; Baixuan Li; Runnan Fang; Wenbiao Yin; Liwen Zhang; Zhengwei Tao; Dingchu Zhang; Zekun Xi; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

Memp: Exploring Agent Procedural Memory. - Runnan Fang; Yuan Liang; Xiaobin Wang; Jialong Wu 007; Shuofei Qiao; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)