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Shunyu Liu

ICML 2026×5强化学习与后训练效率与系统多模态数据与预训练推理

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核心/参与25

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0 一作 · 5 篇 · ICML 2026

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2026 顶会论文

5

作者位次 #3/10ICML 2026Poster· Deep Learning / Large Language Models

Replay Failures as Successes: Sample-Efficient Reinforcement Learning for Instruction Following

Kongcheng Zhang · QI YAO · Shunyu Liu · Wenjian Zhang · Min Cen · Yang Zhou · Wenkai Fang · Yiru Zhao · Baisheng Lai · Mingli Song

强化学习与后训练效率与系统OpenReview

作者位次 #5/6ICML 2026Poster· Deep Learning / Large Language Models

R1-SyntheticVL: Is Synthetic Data from Generative Models Ready for Multimodal Large Language Model?

Jingyi Zhang · Tianyi Lin · Huanjin Yao · Xiang Lan · Shunyu Liu · Jiaxing Huang

多模态数据与预训练OpenReview

作者位次 #3/14ICML 2026Poster· Deep Learning / Large Language Models

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for Open-Ended LLM Reasoning

Yang Zhou · Sunzhu Li · Shunyu Liu · Wenkai Fang · Kongcheng Zhang · Jiale Zhao · Jingwen Yang · Yihe Zhou · Jianwei Lv · Tongya Zheng · Hengtong Lu · Chen Wei · Xie Yan · Mingli Song

推理强化学习与后训练OpenReview

作者位次 #4/8ICML 2026Poster· Reinforcement Learning / Batch/Offline

BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning

Yunpeng Qing · Yixiao Chi · Shuo Chen · Shunyu Liu · Kexuan Zhou · Sixu Lin · Litao Liu · Changqing Zou

强化学习与后训练OpenReview

作者位次 #4/7ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

Parameter Manifold Purification

Jiacong Hu · Jinxun Wu · Shengxuming Zhang · Shunyu Liu · Haofei Zhang · Mingli Song · Zunlei Feng

常见合作者

MSMingli Song×3 KZKongcheng Zhang×2 YZYang Zhou×2 WFWenkai Fang×2 QYQI YAO WZWenjian Zhang MCMin Cen YZYiru Zhao BLBaisheng Lai JZJingyi Zhang TLTianyi Lin HYHuanjin Yao