Liang-Jian Deng

Venues

Frequent coauthors

Papers

1. NODiff: Neural Operator Diffusion for Multispectral Image Fusion
   AAAI 2026 ·

   Junming Hou

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2. SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening
   AAAI 2026 ·

   Zeyu Xia

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3. Training and Inference Within 1 Second - Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring
   AAAI 2026 ·

   Tianyu Xin

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4. A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening
   CVPR 2025 ·

   Jie Huang

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5. A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
   EMNLP 2025 ·

   Xiao Wu

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6. Adaptive Rectangular Convolution for Remote Sensing Pansharpening
   CVPR 2025 ·

   Xueyang Wang

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7. Binarized Neural Network for Multi-spectral Image Fusion
   CVPR 2025 ·

   Junming Hou

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8. Hyperspectral Pansharpening via Diffusion Models with Iteratively Zero-Shot Guidance
   CVPR 2025 ·

   Jin-Liang Xiao

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9. MMAIF: Multi-Task and Multi-Degradation All-in-One for Image Fusion with Language Guidance
   ICCV 2025 ·

   Zihan Cao

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10. OTIAS: OcTree Implicit Adaptive Sampling for Multispectral and Hyperspectral Image Fusion
    AAAI 2025 ·

    Shangqi Deng

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11. PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening
    AAAI 2025 ·

    RuoCheng Wu

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12. Physics-informed Neural Operator for Pansharpening
    NeurIPS 2025 ·

    Xinyang Liu

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13. Taming Flow Matching With Unbalanced Optimal Transport Into Fast Pansharpening
    ICCV 2025 ·

    Zihan Cao

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14. Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
    AAAI 2025 ·

    Jie Huang

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15. A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion
    ACM MM 2024 ·

    Zihan Cao

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16. Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
    CVPR 2024 ·

    Yule Duan

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17. Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
    ICML 2024 ·

    Haoyu Deng

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18. Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion
    NeurIPS 2024 ·

    Yu-Jie Liang

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19. Gated Attention Coding for Training High-Performance and Efficient Spiking Neural Networks
    AAAI 2024 ·

    Xuerui Qiu

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20. Illumination Distribution Prior for Low-light Image Enhancement
    ACM MM 2024 ·

    Chao Wang

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21. SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
    NeurIPS 2024 ·

    Yu Zhong

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