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Ge Liu

ICML 2026×7智能体与工具检索与知识多模态社会与人本可解释性

新星分资深

39

一作贡献0

核心/参与36

方向广度10

合作网络12

0 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #7/8ICML 2026Poster· Deep Learning / Large Language Models

ExpWeaver: LLM Agents Learn from Experience via Latent RAG

Tao Feng · Tianyang Luo · Jingjun Xu · Zhigang Hua · Yan Xie · Shuang Yang · Ge Liu · Jiaxuan You

智能体与工具检索与知识OpenReview

作者位次 #14/16ICML 2026Poster· Applications / Language, Speech and Dialog

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

Jiashuo Sun · Pengcheng Jiang · Saizhuo Wang · Jiajun Fan · Heng Wang · Siru Ouyang · Ming Zhong · Yizhu Jiao · Chengsong Huang · Xueqiang Xu · Pengrui Han · Peiran Li · Jiaxin Huang · Ge Liu · Heng Ji · Jiawei Han

多模态检索与知识OpenReview

作者位次 #6/6ICML 2026Poster· Applications / Health / Medicine

MutAtlas: A PDB-Wide Energy-Guided Atlas of Protein Mutation Effects

Ruihan Guo · Chaoran Cheng · Zhanghan Ni · Neil He · Bangji Yang · Ge Liu

社会与人本OpenReview

作者位次 #2/3ICML 2026Poster· Probabilistic Methods / Structure Learning

Generative Modeling of Discrete Latent Structures via Dynamic Policy Gradients

Stefan Ivanovic · Ge Liu · Mohammed El-Kebir

作者位次 #4/5ICML 2026Oral· Applications / Chemistry, Physics, and Earth Sciences

Protein Autoregressive Modeling via Multiscale Structure Generation

Yanru Qu · Cheng-Yen Hsieh · Zaixiang Zheng · Ge Liu · Quanquan Gu

作者位次 #4/5ICML 2026Poster· General Machine Learning / Evaluation

Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction

Yuheng Yang · Siqi Zhu · Tao Feng · Ge Liu · Jiaxuan You

智能体与工具可解释性评测与基准OpenReview

作者位次 #4/4ICML 2026Poster· Deep Learning / Large Language Models

Batched Contextual Reinforcement

Bangji Yang · Hongbo Ma · Jiajun Fan · Ge Liu

强化学习与后训练OpenReview

常见合作者

TFTao Feng×2 JYJiaxuan You×2 JFJiajun Fan×2 BYBangji Yang×2 TLTianyang Luo JXJingjun Xu ZHZhigang Hua YXYan Xie SYShuang Yang JSJiashuo Sun PJPengcheng Jiang SWSaizhuo Wang