作者位次 #2/5ICLR 2026Poster· Reinforcement Learning / Multi-agent
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
Cheng Yang · Jiaxuan Lu · Haiyuan Wan · Junchi Yu · Feiwei Qin
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Cheng Yang · Jiaxuan Lu · Haiyuan Wan · Junchi Yu · Feiwei Qin
Beining Wu · Fuyou Mao · Jiong Lin · Cheng Yang · Jiaxuan Lu · Yifu Guo · Siyu Zhang · Yifan Wu · Ying Huang · Fu Li
Generative engines (GEs) are reshaping information access by replacing ranked links with citation-grounded answers, yet current Generative Engine Optimization (GEO) methods optimize each instance in isolation, unable to accumulate or transfer effective strategies across tasks and engines. We refr...
Haiyuan Wan · Chen Yang · Junchi Yu · Meiqi Tu · Jiaxuan Lu · Di Yu · Jianbao Cao · Ben Gao · Jiaqing Xie · Aoran Wang · Wenlong Zhang · Philip Torr · Dongzhan Zhou