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2026 顶会论文

作者位次 #4/6ICML 2026Poster· Reinforcement Learning / Everything Else

POLIA: Policy Optimization with Visual-Object-Level Intrinsic Advantage for Multimodal Reasoning

Yiran Zeng · Da Chen · Hangyu Mao · Yuanxing Zhang · Pengfei Wan · Mengchen Zhao

多模态强化学习与后训练推理OpenReview

作者位次 #11/15ICML 2026Poster· Deep Learning / Large Language Models

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

Yue Ding · Yiyan Ji · Jungang Li · Xuyang Liu · Xinlong Chen · Junfei Wu · Bozhou Li · Bohan Zeng · Yang Shi · Yushuo Guan · Yuanxing Zhang · Jiaheng Liu · Qiang Liu · Pengfei Wan · Liang Wang

效率与系统OpenReview

作者位次 #14/15ICML 2026Poster· Applications / Computer Vision

TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions

Linli Yao · Yuancheng Wei · Yaojie Zhang · Lei Li · Xinlong Chen · Feifan Song · Ziyue Wang · Kun Ouyang · Yuanxin Liu · Lingpeng Kong · Qi Liu · Pengfei Wan · Kun Gai · Yuanxing Zhang · Xu SUN

多模态OpenReview

作者位次 #10/12ICML 2026Poster· Applications / Computer Vision

OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing

zhihong Chen · Xuehai Bai · Yang Shi · Chaoyou Fu · Huanyu Zhang · Haotian Wang · Xiaoyan Sun · Zhang Zhang · Liang Wang · Yuanxing Zhang · Pengfei Wan · Yi-Fan Zhang

多模态数据与预训练OpenReview

作者位次 #5/13ICML 2026Poster

T2AV-Compass: Towards Unified Evaluation for Text-to-Audio-Video Generation

Zhe Cao · Tao Wang · Jiaming Wang · Yanghai Wang · Yuanxing Zhang · Jiahao Wang · Jialu Chen · Miao Deng · Chenxi Liao · Yize Zhang · Yubin Guo · Zhaoxiang Zhang · Jiaheng Liu

多模态评测与基准OpenReview

作者位次 #14/15ICML 2026Poster· Deep Learning / Generative Models and Autoencoders

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation

Chengzhuo Tong · Chang Mingkun · Shenglong Zhang · Yuran Wang · Cheng Liang · Zhizheng Zhao · Bohan Zeng · Yang Shi · Ruichuan An · Yifan Dai · Ziming Zhao · Guanbin Li · Pengfei Wan · Yuanxing Zhang · Wentao Zhang

多模态推理OpenReview

作者位次 #10/14ICML 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 #8/14ICML 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 #4/10ICML 2026Poster· Applications / Computer Vision

VR-Thinker: Boosting Multimodal Reward Models through Think with Image Reasoning

Qunzhong Wang · Jie Liu · Jiajun Liang · Yuanxing Zhang · Yilei Jiang · Yaozhi ZHENG · Xintao Wang · Pengfei Wan · Xiangyu Yue · Jiaheng Liu

多模态推理对齐与偏好OpenReview

作者位次 #22/38ICML 2026Poster· Deep Learning / Large Language Models

SWE-Compass: Towards Unified Evaluation of Agentic Coding Abilities for Large Language Models

Jingxuan Xu · Ken Deng · Weihao Li · Songwei Yu · Haoyang Huang · Xinping Lei · Yifan Yao · Huaixi Tang · Zhiyi Lai · Kepeng Lei · Zizheng Zhan · Yanan Wu · Chenchen Zhang · Wenqiang Zhu · wen xiang · Zongxian Feng · Han Li · Junqi Xiong · Dailin Li · GAO Zuchen · Kun Wu · Yuanxing Zhang · Wuxuan Gong · Ziyuan Gao · Guanxiang Wang · Yirong Xue · Mengfei Xie · Xiaojiang Zhang · Jinghui Wang · Wenhao Zhuang · Zheng Lin · Huiming Wang · Zhaoxiang Zhang · Yuqun Zhang · Haotian Zhang · Ming Sun · chenbin · Jiaheng Liu

智能体与工具评测与基准代码OpenReview

作者位次 #6/10AAAI 2026Poster· Artificial Intelligence

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment

Shicheng Li · Lei Li · Kun Ouyang · Shuhuai Ren · Yuanxin Liu · Yuanxing Zhang · Fuzheng Zhang · Lingpeng Kong · Qi Liu · Xu Sun

对齐与偏好多模态OpenReview

Yuanxing Zhang

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