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2026 顶会论文

作者位次 #4/5NeurIPS 2026Poster

Seeing but Not Detecting: Privacy-Preserving Scene Text Attack via Hybrid Adversarial Policy Learning

Feiran Li · Jiahao Lyu · Ke Jiang · Yu Zhou · Jinqiao Shi

安全OpenReview

作者位次 #2/5NeurIPS 2026Poster· Applications / Robotics

Counterfactual Instruction Grounding for Vision-Language-Action Models

Shiyu Liu · Yu Zhou · Meng Liu · Xuanming Guo · Liqiang Nie

多模态检索与知识OpenReview

作者位次 #5/5NeurIPS 2026Poster· Computer Vision / Vision Models & Multimodal

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding

Yan Zhang · Daiqing Wu · Huawen Shen · Can Ma · Yu Zhou

多模态智能体与工具强化学习与后训练OpenReview

作者位次 #3/3NeurIPS 2026Poster· Computer Vision / Vision Models & Multimodal

RAO-Nav: Probing Omni-Language Models for Zero-shot Semantic Audio-Visual Navigation

Qilang Ye · Meng Liu · Yu Zhou

多模态可解释性OpenReview

作者位次 #13/13NeurIPS 2026Poster

ChartArena: A Unified Benchmark with Atomic-Primitive Reasoning for Chart Parsing

Shangpin Peng · Gengluo Li · Xingyu Wan · Chengquan Zhang · Hao Feng · Binghong Wu · Huawen Shen · Weinong Wang · Ziyi Cai · Zhuotao Tian · Han Hu · Can Ma · Yu Zhou

推理评测与基准OpenReview

作者位次 #4/7CVPR 2026Poster· Computer Vision & Pattern Recognition

Semantic Audio-Visual Navigation in Continuous Environments

Yichen Zeng · Hebaixu Wang · Meng Liu · Yu Zhou · Chen Gao · Kehan Chen · Gongping Huang

多模态OpenReview 项目页

作者位次 #4/6AAAI 2026Poster· Artificial Intelligence

Task-Aware 3D Affordance Segmentation via 2D Guidance and Geometric Refinement

Lian He · Meng Liu · Qilang Ye · Yu Zhou · Xiang Deng · Gangyi Ding

OpenReview

作者位次 #6/8AAAI 2026Poster· Artificial Intelligence

ST-SAM: Multimodal Scene Text Segmentation with Dense Visual and Sparse Textual Prompts via SAM

Jin Wei · Yaqiang Wu · Jiayi Yan · Zeng Li · Zhen Xu · Yu Zhou · Lingling Zhang · Qianying Wang

多模态OpenReview

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence

When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion?

Qilang Ye · Wei Zeng · Meng Liu · Jie Zhang · Yupeng Hu · Zitong YU · Yu Zhou

多模态OpenReview

作者位次 #2/13AAAI 2026Poster· Artificial Intelligence

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition

Qilang Ye · Yu Zhou · Lian He · Jie Zhang · Xuanming Guo · Jiayu Zhang · Mingkui Tan · Weicheng Xie · Yue Sun · Tao Tan · Xiaochen Yuan · Ghada Khoriba · Zitong YU

可解释性多模态检索与知识OpenReview

Yu Zhou

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