作者位次 #2/6ICML 2026Poster· Deep Learning / Large Language Models
ParaTool: Shifting Tool Representations from Context to Parameters
Zekai Yu · Qi Meng · Qizhi Chu · Yu Hao · Chuan Shi · Cheng Yang
可解释性OpenReview
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Zekai Yu · Qi Meng · Qizhi Chu · Yu Hao · Chuan Shi · Cheng Yang
Yang Liu · Jinxuan Cai · Yishen Li · Qi Meng · Zedi Liu · Xin Li · Chen Qian · Chuan Shi · Cheng Yang
Large language model-based (LLM-based) multi-agent systems (MAS) are increasingly used to extend agentic problem solving via role specialization and collaboration. MAS workflows can be naturally modeled as directed computation graphs, where nodes execute agents or sub-workflows and edges encode d...