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Junming Hou

7 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

CVPR ×3AAAI ×2ACM MM ×1NeurIPS ×1

Frequent coauthors

Xiaofeng Cong
×6
Liang-Jian Deng
×3
Xinyang Liu
×3
Ran Ran
×2
Zihao Chen
×2
Junling Li
×2
Xiaoyu Chen
×2
Jie Gui
×2
Naishan Zheng
×2
Man Zhou
×2
Sixing Chen
×1
Jian Wei You
×1

Papers

  1. NODiff: Neural Operator Diffusion for Multispectral Image Fusion
    AAAI 2026 · Junming Hou,
    Ran Ran
    ,
    Sixing Chen
    ,
    Zihao Chen
    ,
    Xiaofeng Cong
    ,
    Junling Li
    ,
    Liang-Jian Deng
  2. Binarized Neural Network for Multi-spectral Image Fusion
    CVPR 2025 · Junming Hou,
    Xiaoyu Chen
    ,
    Ran Ran
    ,
    Xiaofeng Cong
    ,
    Xinyang Liu
    ,
    Jian Wei You
    ,
    Liang-Jian Deng
  3. Physics-informed Neural Operator for Pansharpening
    NeurIPS 2025 ·
    Xinyang Liu
    , Junming Hou,
    Chenxu Wu
    ,
    Xiaofeng Cong
    ,
    Zihao Chen
    ,
    Shangqi Deng
    ,
    Junling Li
    ,
    Liang-Jian Deng
    ,
    Bo Liu
  4. A Semi-Supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint
    CVPR 2024 ·
    Xiaofeng Cong
    ,
    Jie Gui
    ,
    Jing Zhang
    , Junming Hou,
    Hao Shen
  5. Linearly-evolved Transformer for Pan-sharpening
    ACM MM 2024 · Junming Hou,
    Zihan Cao
    ,
    Naishan Zheng
    ,
    Xuan Li
    ,
    Xiaoyu Chen
    ,
    Xinyang Liu
    ,
    Xiaofeng Cong
    ,
    Danfeng Hong
    ,
    Man Zhou
  6. Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion
    CVPR 2024 ·
    Naishan Zheng
    ,
    Man Zhou
    ,
    Jie Huang
    , Junming Hou,
    Haoying Li
    ,
    Yuan Xu
    ,
    Feng Zhao
  7. Underwater Organism Color Fine-Tuning via Decomposition and Guidance
    AAAI 2024 ·
    Xiaofeng Cong
    ,
    Jie Gui
    , Junming Hou