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Muzhi Zhu

11 papers at tracked venues · 11 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4CVPR ×2ICLR ×2AAAI ×1ICCV ×1ICML ×1

Frequent coauthors

Hao Chen
×11
Chunhua Shen
×10
Yang Liu
×7
Chenchen Jing
×3
Xinlong Wang
×3
Shuaike Shen
×2
Canyu Zhao
×2
Mingyu Liu
×2
Hengtao Li
×2
Weian Mao
×2
Chengxiang Fan
×2
Ke Liu
×1

Papers

  1. A Denoising Pre-training Framework for Accelerating Novel Material Discovery
    AAAI 2025 ·
    Shuaike Shen
    ,
    Ke Liu
    , Muzhi Zhu,
    Hao Chen
  2. DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
    NeurIPS 2025 ·
    Canyu Zhao
    ,
    Yanlong Sun
    ,
    Mingyu Liu
    ,
    Huanyi Zheng
    , Muzhi Zhu,
    Zhiyue Zhao
    ,
    Hao Chen
    ,
    Tong He
    ,
    Chunhua Shen
  3. Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
    NeurIPS 2025 ·
    Hao Zhong
    , Muzhi Zhu,
    Zongze Du
    ,
    Zheng Huang
    ,
    Canyu Zhao
    ,
    Mingyu Liu
    ,
    Wen Wang
    ,
    Hao Chen
    ,
    Chunhua Shen
  4. SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
    CVPR 2025 · Muzhi Zhu,
    Yuzhuo Tian
    ,
    Hao Chen
    ,
    Chunluan Zhou
    ,
    Qingpei Guo
    ,
    Yang Liu
    ,
    Ming Yang
    ,
    Chunhua Shen
  5. Unified Open-World Segmentation with Multi-Modal Prompts
    ICCV 2025 ·
    Yang Liu
    ,
    Yufei Yin
    ,
    Chenchen Jing
    , Muzhi Zhu,
    Hao Chen
    ,
    Yuling Xi
    ,
    Bo Feng
    ,
    Hao Wang
    ,
    Shiyu Li
    ,
    Chunhua Shen
  6. A Simple Image Segmentation Framework via In-Context Examples
    NeurIPS 2024 ·
    Yang Liu
    ,
    Chenchen Jing
    ,
    Hengtao Li
    , Muzhi Zhu,
    Hao Chen
    ,
    Xinlong Wang
    ,
    Chunhua Shen
  7. De novo Protein Design Using Geometric Vector Field Networks
    ICLR 2024 ·
    Weian Mao
    , Muzhi Zhu,
    Zheng Sun
    ,
    Shuaike Shen
    ,
    Lin Yuanbo Wu
    ,
    Hao Chen
    ,
    Chunhua Shen
  8. DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
    CVPR 2024 ·
    Chengxiang Fan
    , Muzhi Zhu,
    Hao Chen
    ,
    Yang Liu
    ,
    Weijia Wu
    ,
    Huaqi Zhang
    ,
    Chunhua Shen
  9. Generative Active Learning for Long-tailed Instance Segmentation
    ICML 2024 · Muzhi Zhu,
    Chengxiang Fan
    ,
    Hao Chen
    ,
    Yang Liu
    ,
    Weian Mao
    ,
    Xiaogang Xu
    ,
    Chunhua Shen
  10. Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
    ICLR 2024 ·
    Yang Liu
    , Muzhi Zhu,
    Hengtao Li
    ,
    Hao Chen
    ,
    Xinlong Wang
    ,
    Chunhua Shen
  11. Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
    NeurIPS 2024 · Muzhi Zhu,
    Yang Liu
    ,
    Zekai Luo
    ,
    Chenchen Jing
    ,
    Hao Chen
    ,
    Guangkai Xu
    ,
    Xinlong Wang
    ,
    Chunhua Shen