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2026 顶会论文

作者位次 #5/7ICML 2026Poster· Reinforcement Learning / Batch/Offline

HTAC: Hierarchical Task-Aware Composition for Continual Offline Reinforcement Learning

Qiyang Zhou · Xu Ruihang · Peng Wang · Wenjie Lu · Xiaochun Cao · Naiqiang Tan · Li Shen

强化学习与后训练OpenReview

作者位次 #8/8ICML 2026Poster· Social Aspects / Safety

Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs

Jianan Li · Simeng Qin · Jiapeng Chen · Lionel Z. Wang · Tianhang Zheng · Xiaoshuang Jia · Yang Liu · Xiaochun Cao

安全推理社会与人本OpenReview

作者位次 #8/8ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

Timestep Rescheduling in Diffusion Inversion

Shangquan Sun · Ting Gong · Liu · Jiamin Wu · Runkai Zhao · Mianxin Liu · Wenqi Ren · Xiaochun Cao

OpenReview

作者位次 #7/9ICML 2026Poster· Deep Learning / Graph Neural Networks

Rethinking Graph Transformers as Graph Signal Denoisers: The Role of Block-Diagonal Priors

Jiaming Zhuo · Ziyi Ma · Kun Fu · Di Jin · Chuan Wang · Zhen Wang · Xiaochun Cao · Huazhu Fu · Liang Yang

OpenReview

作者位次 #6/7ICML 2026Poster· General Machine Learning / Everything Else

SCNS: Continual Personalization of Diffusion Models via Submodular Concept Neuron Selection

Zijie Peng · Enneng Yang · Yifei Cheng · Hongliang Yuan · Fei Ma · Xiaochun Cao · Li Shen

对齐与偏好可解释性OpenReview

作者位次 #8/10ICML 2026Poster· Deep Learning / Graph Neural Networks

On the Spectral Unreachability of Brain Graph Learning

Jiaming Zhuo · Shuai Zhai · Ziyi Ma · Kun Fu · Chuan Wang · Di Jin · Zhen Wang · Xiaochun Cao · Huazhu Fu · Liang Yang

OpenReview

作者位次 #8/8ICML 2026Poster· Deep Learning / Graph Neural Networks

Brain Networks Should Be Learned, Not Constructed

Liang Yang · Shuai Zhai · Ziyi Ma · Jiaming Zhuo · Di Jin · Chuan Wang · Zhen Wang · Xiaochun Cao

OpenReview

作者位次 #4/4CVPR 2026Poster· Computer Vision & Pattern Recognition

Detecting Compressed AI-Generated Images via Phase Spectrum Robustness

Kai Li · Wenqi Ren · Wei Wang · Xiaochun Cao

多模态效率与系统OpenReview 项目页

作者位次 #5/5CVPR 2026Poster· Computer Vision & Pattern Recognition

EagleNet: Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval

Yuhan Chen · Pengwen Dai · Chuan Wang · Dayan Wu · Xiaochun Cao

多模态检索与知识OpenReview 项目页

Xiaochun Cao

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2026 顶会论文

HTAC: Hierarchical Task-Aware Composition for Continual Offline Reinforcement Learning

Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs

Timestep Rescheduling in Diffusion Inversion

Rethinking Graph Transformers as Graph Signal Denoisers: The Role of Block-Diagonal Priors

SCNS: Continual Personalization of Diffusion Models via Submodular Concept Neuron Selection

On the Spectral Unreachability of Brain Graph Learning

Brain Networks Should Be Learned, Not Constructed

Detecting Compressed AI-Generated Images via Phase Spectrum Robustness

EagleNet: Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval

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