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Yongqiang Chen

ICML 2026×6智能体与工具强化学习与后训练检索与知识推理安全

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0 一作 · 6 篇 · ICML 2026

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2026 顶会论文

6

作者位次 #2/6ICML 2026Poster· Deep Learning / Large Language Models

ParamMem: Augmenting Language Agents with Parametric Reflective Memory

Tianjun Yao · Yongqiang Chen · Yujia Zheng · Pan Li · Zhiqiang Shen · Kun Zhang

智能体与工具检索与知识OpenReview

作者位次 #5/7ICML 2026Spotlight· Deep Learning / Large Language Models

Hista and Numca: Estimate State Value Effectively for Large Language Model Reinforcement Learning

Zizhe Chen · Jiqian Dong · Yizhou Tian · Garry YANG · Yongqiang Chen · Zhitang Chen · James Cheng

强化学习与后训练OpenReview

作者位次 #2/7ICML 2026Poster· Deep Learning / Large Language Models

On Information Self-Locking in Reinforcement Learning for Active Reasoning of LLM agents

Deyu Zou · Yongqiang Chen · Fan Feng · Mufei Li · Pan Li · Yu Gong · James Cheng

推理智能体与工具强化学习与后训练OpenReview

作者位次 #2/7ICML 2026Poster· Social Aspects / Safety

Concept Concentration for Faithful Representation Intervention

Hongzheng Yang · Yongqiang Chen · Zeyu Qin · Tongliang Liu · Chaowei Xiao · Kun Zhang · Bo Han

安全可解释性社会与人本OpenReview

作者位次 #4/8ICML 2026Poster

Learning Task-Sufficient World Models by Synergizing Agentic Exploration and Structured Modeling

Fan Feng · Yujia Zheng · Minghao Fu · Yongqiang Chen · Guangyi Chen · Kevin Murphy · Biwei Huang · Kun Zhang

智能体与工具OpenReview

作者位次 #2/10ICML 2026Oral

CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

Zhenhao Chen · Yongqiang Chen · Chenxi Liu · Junchi Yu · Xiangchen Song · Zijian Li · Jialin Li · Phil Torr · Bo Han · Kun Zhang

智能体与工具评测与基准OpenReview

常见合作者

KZKun Zhang×4 YZYujia Zheng×2 PLPan Li×2 JCJames Cheng×2 FFFan Feng×2 BHBo Han×2 TYTianjun Yao ZSZhiqiang Shen ZCZizhe Chen JDJiqian Dong YTYizhou Tian GYGarry YANG