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Jiazhou Zhou

PhD Student
The Hong Kong University of Science and Technology (HKUST),
International Digital Economy Academy (IDEA)
jiazhou.garland@gmail.com


About Me

Hi! I am Jiazhou Zhou (周佳舟), a PhD student (2024.09,–) at AI Thrust, Information Hub of The Hong Kong University of Science and Technology (Guangzhou). I am fortunate to be advised by Prof. Lei Zhang and Prof. Yingcong Chen.

Research Interest

Publications (Selected)

    Selected publications. Please refer to my Google Scholar for a full paper list.
    Part I: Multimodal Learning & Vision-Language Models
  1. V-Reflection Preprint
    V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators
    Jiazhou Zhou et al.
    Under review.
    Homepage PDF Code Hugging Face
    MLLM Latent Reasoning Visual Grounding
  2. T-Rex-Omni AAAI 2025
    T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection
    Jiazhou Zhou, Qing Jiang, Kanghao Chen, Lutao Jiang, Yuanhuiyi Lyu, Ying-Cong Chen, Lei Zhang
    The 40th Annual AAAI Conference on Artificial Intelligence, AAAI (CCF-A), 2025.
    PDF T-Rex Series Product Page
    Open world Object Detection Negative Visual Prompt
  3. UniBind CVPR 2024
    UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
    Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang
    The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (CCF-A), 2024.
    Page PDF Code
    Multimodal Alignment Representation Learning
  4. MAGIC ECCV 2024
    Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
    Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang
    European Conference on Computer Vision, ECCV (CCF-B), 2024.
    PDF Page
    Semantic Segmentation Multimodal
    5. Part II: Event-based Vision & General Perception
  5. PASS NeurIPS 2025
    PASS: Path-selective State Space Model for Event-based Recognition
    Jiazhou Zhou, Kanghao Chen, Lei Zhang, Lin Wang
    The Thirty-Ninth Annual Conference on Neural Information Processing Systems, NeurIPS (CCF-A), 2025.
    Page PDF Code
    Event Camera State Space Model Recognition
  6. ExACT CVPR 2024 Highlight
    ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
    Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
    The IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR (CCF-A), 2024. Highlight (2.8%)
    PDF Page
    Event Camera Action Recognition Uncertainty
  7. EventBind ECCV 2024
    EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding
    Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang
    European Conference on Computer Vision, ECCV (CCF-B), 2024.
    Page PDF Code
    Event Camera Open-world CLIP
  8. LaSe-E2V NeurIPS 2024
    LaSe-E2V: Towards Language-guided Semantic-Aware Event-to-Video Reconstruction
    Kanghao Chen, Haoran Li, Jiazhou Zhou, Zeyu Wang, Lin Wang
    The Thirty-Eighth Annual Conference on Neural Information Processing Systems, NeurIPS (CCF-A), 2024.
    PDF Page
    Event-to-Video Language-guided

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