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2026 顶会论文

作者位次 #10/10ICML 2026Poster

Unbiased Reward Modeling from Implicit Feedback for LLM Alignment

Hao Wang · Haocheng Yang · Licheng Pan · Zhichao Chen · Xiaoxi Li · Yinuo Wang · Lei Shen · Yuan Lu · Haoxuan Li · Zhouchen Lin

对齐与偏好社会与人本OpenReview

作者位次 #9/10ICML 2026Poster· Deep Learning / Large Language Models

Open-World LLM Logical Reasoning

Ye Mo · Chuan Zhou · Fengxiang Cheng · Jialin Yu · Liangming Pan · Fenrong Liu · Sheng Zhou · Haoxuan Li · Zhouchen Lin · Phil Torr

推理OpenReview

作者位次 #3/3ICML 2026Poster· Optimization / Non-Convex

Convergence Rate Analysis of the AdamW-Style Shampoo: Unifying One-Sided and Two-Sided Preconditioning

Huan Li · Yiming Dong · Zhouchen Lin

OpenReview

作者位次 #10/10ICML 2026Poster

Rethinking Personalization in Large Language Models at the Token Level

Chenheng Zhang · Yijun Lu · Lizhe Fang · Chunyuan Zheng · Jiajun Chai · Xiaohan Wang · Guojun Yin · Wei Lin · Yisen Wang · Zhouchen Lin

对齐与偏好OpenReview

作者位次 #9/9ICML 2026Poster· Probabilistic Methods / Everything Else

Rethinking the Flow-based Gradual Domain Adaptation: A Semi-Dual Optimal Transport Perspective

Zhichao Chen · Zhan Zhuang · Yunfei Teng · Hao Wang · Fangyikang Wang · Zhengnan Li · Tianqiao Liu · Haoxuan Li · Zhouchen Lin

OpenReview

作者位次 #15/16ICML 2026Poster· General Machine Learning / Everything Else

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Xinpeng Lv · Yunxin Mao · Renzhe Xu · Chunyuan Zheng · Yikai Chen · Haoxuan Li · Jinxuan Yang · Yuanlong Chen · Kun Kuang · Mingyang Geng · Shixuan Liu · Wanrong Huang · Shaowu Yang · Wenjing Yang · Zhouchen Lin · Haotian Wang

对齐与偏好OpenReview

作者位次 #13/14ICML 2026Poster· General Machine Learning / Everything Else

Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

Xinpeng Lv · Yunxin Mao · Renzhe Xu · Chunyuan Zheng · Yikai Chen · Haoxuan Li · Yang Shi · Jinxuan Yang · Yuanlong Chen · Yuanxing Zhang · Shaowu Yang · Wenjing Yang · Zhouchen Lin · Haotian Wang

OpenReview

作者位次 #14/14ICML 2026Poster· General Machine Learning / Causality

Unveiling Prior-Data Fitted Networks on Causal Effect Estimation: Pre-Training or Fine-Tuning?

Haotian Wang · Xinpeng Lv · Hao Zou · Yanghao Xiao · Shanzhi Gu · Yang Shi · Yunxin Mao · Yuanxing Zhang · Mingyang Geng · Shaowu Yang · Haoxuan Li · Wenjing Yang · Peng Cui · Zhouchen Lin

强化学习与后训练数据与预训练OpenReview

作者位次 #11/11ICML 2026Poster

PRISM: Parallel Residual Iterative Sequence Model

Jie Jiang · Ke Cheng · XIN XU · Mengyang Pang · Xinzhe Xu · Jiaheng Li · Yue Liu · Yuan Wang · Jun Zhang · Huan Yu · Zhouchen Lin

OpenReview

作者位次 #9/9ICML 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning

Learning to Memorize with Attributive and Associative Memory for Online Test-Time Adaptation of Vision-Language Models

Yuchao Zhang · Hao Wang · Fan Zhang · QIRUI MI · Mengyue Yang · Yisen Wang · Jun Wang · Haoxuan Li · Zhouchen Lin

多模态检索与知识OpenReview

Zhouchen Lin

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2026 顶会论文

Unbiased Reward Modeling from Implicit Feedback for LLM Alignment

Open-World LLM Logical Reasoning

Convergence Rate Analysis of the AdamW-Style Shampoo: Unifying One-Sided and Two-Sided Preconditioning

Rethinking Personalization in Large Language Models at the Token Level

Rethinking the Flow-based Gradual Domain Adaptation: A Semi-Dual Optimal Transport Perspective

When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach

Beyond Rational Illusion: Behaviorally Realistic Strategic Classification

Unveiling Prior-Data Fitted Networks on Causal Effect Estimation: Pre-Training or Fine-Tuning?

PRISM: Parallel Residual Iterative Sequence Model

Learning to Memorize with Attributive and Associative Memory for Online Test-Time Adaptation of Vision-Language Models

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