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Pan Li

ICML 2026×7检索与知识智能体与工具安全社会与人本强化学习与后训练

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0 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #4/6ICML 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 #3/3ICML 2026Poster· Social Aspects / Privacy

Privacy Amplification in Differentially Private Zeroth-Order Optimization with Hidden States

Eli Chien · Wei-Ning Chen · Pan Li

安全社会与人本OpenReview

作者位次 #10/10ICML 2026Poster· Social Aspects / Safety

The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search

Rongzhe Wei · Peizhi Niu · Xinjie Shen · Tony Tu · Yifan Li · Ruihan Wu · Eli Chien · Pin-Yu Chen · Olgica Milenkovic · Pan Li

安全检索与知识社会与人本OpenReview

作者位次 #6/6ICML 2026Poster

Implicit Turn-Wise Policy Optimization for Proactive User-LLM Interaction

Haoyu Wang · Yuxin Chen · Liang Luo · Buyun Zhang · Ellie Dingqiao Wen · Pan Li

强化学习与后训练OpenReview

作者位次 #5/7ICML 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 #8/11ICML 2026Poster

Beyond Test-Time Memory: State-Space Optimal Control for LLM Reasoning

Peihao Wang · Shan Yang · Xijun Wang · Tesi Xiao · Jiahui Gao · Changlong Yu · Yu Lou · Pan Li · Zhangyang “Atlas” Wang · Ming Lin · Rene Vidal

推理检索与知识长上下文与架构OpenReview

作者位次 #5/7ICML 2026Poster· Deep Learning / Graph Neural Networks

When Do Graph Foundation Models Transfer? A Data-Centric Theory

Jiajun Zhu · Ying Chen · Peihao Wang · Yixuan He · Pan Li · Aditya Akella · Zhangyang “Atlas” Wang

理论与学习动力学OpenReview

常见合作者

YCYongqiang Chen×2 ECEli Chien×2 PWPeihao Wang×2 ZWZhangyang “Atlas” Wang×2 TYTianjun Yao YZYujia Zheng ZSZhiqiang Shen KZKun Zhang WCWei-Ning Chen RWRongzhe Wei PNPeizhi Niu XSXinjie Shen