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Yiyi Zhou

14 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

AAAI ×4CVPR ×3ICLR ×3ACM MM ×2ICML ×1NeurIPS ×1

Frequent coauthors

Xiaoshuai Sun
×9
Rongrong Ji
×9
Gen Luo
×7
Qiong Wu
×4
Wenhao Lin
×3
Weihao Ye
×2
Yaxin Luo
×2
Jiayi Ji
×2
Bo Tong
×2
Fuhai Chen
×1
Feng Zhang
×1
Xiaoguang Ma
×1

Papers

  1. Vision-language Incremental Learning with Dual Class-individual Memory
    AAAI 2026 ·
    Fuhai Chen
    ,
    Feng Zhang
    ,
    Xiaoguang Ma
    , Yiyi Zhou,
    Jiarong Liu
    ,
    Xuri Ge
  2. Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
    NeurIPS 2025 ·
    Qiong Wu
    ,
    Wenhao Lin
    , Yiyi Zhou,
    Weihao Ye
    ,
    Zhanpeng Zeng
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  3. DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension
    CVPR 2025 ·
    Xiaofu Chen
    ,
    Yaxin Luo
    ,
    Gen Luo
    ,
    Jiayi Ji
    ,
    Henghui Ding
    , Yiyi Zhou
  4. Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Gen Luo
    , Yiyi Zhou,
    Yuxin Zhang
    ,
    Xiawu Zheng
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  5. Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models
    AAAI 2025 ·
    Weihao Ye
    ,
    Qiong Wu
    ,
    Wenhao Lin
    , Yiyi Zhou
  6. FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression
    CVPR 2025 ·
    Bo Tong
    ,
    Bokai Lai
    , Yiyi Zhou,
    Gen Luo
    ,
    Yunhang Shen
    ,
    Ke Li
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  7. Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models
    ICLR 2025 ·
    Qiong Wu
    ,
    Zhaoxi Ke
    , Yiyi Zhou,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  8. SVFR: A Unified Framework for Generalized Video Face Restoration
    CVPR 2025 ·
    Zhiyao Wang
    ,
    Xu Chen
    ,
    Chengming Xu
    ,
    Junwei Zhu
    ,
    Xiaobin Hu
    ,
    Jiangning Zhang
    ,
    Chengjie Wang
    ,
    Yuqi Liu
    , Yiyi Zhou,
    Rongrong Ji
  9. What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph
    AAAI 2025 ·
    Yutao Jiang
    ,
    Qiong Wu
    ,
    Wenhao Lin
    ,
    Wei Yu
    , Yiyi Zhou
  10. γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models
    ICLR 2025 ·
    Yaxin Luo
    ,
    Gen Luo
    ,
    Jiayi Ji
    , Yiyi Zhou,
    Xiaoshuai Sun
    ,
    Zhiqiang Shen
    ,
    Rongrong Ji
  11. Deep Instruction Tuning for Segment Anything Model
    ACM MM 2024 ·
    Xiaorui Huang
    ,
    Gen Luo
    ,
    Chaoyang Zhu
    ,
    Bo Tong
    , Yiyi Zhou,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  12. Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization
    ICML 2024 ·
    Jinlu Zhang
    , Yiyi Zhou,
    Qiancheng Zheng
    ,
    Xiaoxiong Du
    ,
    Gen Luo
    ,
    Jun Peng
    ,
    Xiaoshuai Sun
    ,
    Rongrong Ji
  13. QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding
    ACM MM 2024 ·
    Shengxin Chen
    ,
    Gen Luo
    , Yiyi Zhou,
    Xiaoshuai Sun
    ,
    Guannan Jiang
    ,
    Rongrong Ji
  14. Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks
    AAAI 2024 ·
    Siyu Zou
    ,
    Jiji Tang
    , Yiyi Zhou,
    Jing He
    ,
    Chaoyi Zhao
    ,
    Rongsheng Zhang
    ,
    Zhipeng Hu
    ,
    Xiaoshuai Sun