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2026 顶会论文

作者位次 #3/7ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure

Zirui Li · Xuefeng Bai · Kehai Chen · Yizhi Li · Jian Yang · Chenghua Lin · Min Zhang

推理可解释性社会与人本OpenReview

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

The Hidden Link between RLHF and Contrastive Learning

Xufei Lv · Kehai Chen · Haoyuan Sun · Xuefeng Bai · Min Zhang · Houde Liu

对齐与偏好OpenReview

作者位次 #3/7ICML 2026Spotlight· Applications / Computer Vision

Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance

Yingjie Zhu · Xuefeng Bai · Kehai Chen · Yang Xiang · Youcheng Pan · Xiaoqiang Zhou · Min Zhang

多模态推理对齐与偏好OpenReview

作者位次 #5/8ICML 2026Poster· Social Aspects / Accountability, Transparency, and Interpretability

Evaluating and Steering Modality Preferences in Multi-modal LLMs

Yu Zhang · Jinlong Ma · Yongshuai Hou · Xuefeng Bai · Kehai Chen · Yang Xiang · Jun Yu · Min Zhang

可解释性对齐与偏好多模态OpenReview

作者位次 #3/4ICML 2026Poster· Applications / Computer Vision

LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation

Xiangqing Zheng · CHENGYUE WU · Kehai Chen · Min Zhang

多模态评测与基准OpenReview

作者位次 #2/7ICML 2026Poster

Mitigating Translationese Bias in Multilingual LLM-as-a-Judge via Disentangled Information Bottleneck

Hongbin Zhang · Kehai Chen · Xuefeng Bai · Youcheng Pan · Yang Xiang · Jinpeng Wang · Min Zhang

多语言与语言学评测与基准社会与人本OpenReview

作者位次 #2/5ICML 2026Poster· Applications / Language, Speech and Dialog

CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents

Yihong Tang · Kehai Chen · Liang Yue · Benyou Wang · Min Zhang

推理智能体与工具多模态OpenReview

作者位次 #2/7ICML 2026Poster· Applications / Language, Speech and Dialog

User-Aware Active Knowledge Acquisition for Emotional Support Dialogue

Mufan Xu · Kehai Chen · Jiahao Hu · Xinchao Xu · Muyun Yang · Tiejun Zhao · Min Zhang

多模态检索与知识OpenReview

作者位次 #7/9ICML 2026Poster· Applications / Computer Vision

DocOS: Towards Proactive Document-Guided Actions in GUI Agents

Jingjing Liu · Ziye Huang · Zihao Cheng · Zeming Liu · Jiahong Wu · Yuhang Guo · Kehai Chen · Yunhong Wang · Haifeng Wang

智能体与工具多模态OpenReview

Kehai Chen

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