Risheng Liu

Venues

Frequent coauthors

Papers

1. A Hybrid Space Model for Misaligned Multi-modality Image Fusion
   AAAI 2026 ·

   Yi Xiao

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2. Bilevel Optimization for Adversarial Learning Problems: Sharpness, Generation, and Beyond
   NeurIPS 2025 · Risheng Liu
3. DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion
   CVPR 2025 ·

   Jinyuan Liu

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4. DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging
   CVPR 2025 ·

   Zhu Liu

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5. Degradation-Aware One-Step Diffusion Model for Content-Sensitive Super-Resolution in the Dark
   ACM MM 2025 ·

   Tengyu Ma

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6. Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark
   NeurIPS 2025 ·

   Jinyuan Liu

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7. Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond
   CVPR 2025 ·

   Guanyao Wu

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8. Inter-Task Weaving in Image Enhancement: From a New Unified Architecture to a Better Meta-Representation Learning
   ACM MM 2025 ·

   Nan An

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9. Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond
   CVPR 2025 ·

   Tengyu Ma

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10. TNT-GS: Truncated and Tailored Gaussian Splatting
    ACM MM 2025 ·

    Xiaofeng Liu

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11. TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion
    IJCAI 2025 ·

    Jinyuan Liu

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12. Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation
    IJCAI 2024 ·

    Yaohua Liu

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13. Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation
    CVPR 2024 ·

    Xin Fan

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14. Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution
    ECCV 2024 ·

    Xingyuan Li

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15. Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion
    AAAI 2024 ·

    Guanyao Wu

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16. Moreau Envelope for Nonconvex Bi-Level Optimization: A Single-Loop and Hessian-Free Solution Strategy
    ICML 2024 · Risheng Liu
17. Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks
    AAAI 2024 ·

    Zhiying Jiang

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18. Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation
    AAAI 2024 ·

    Xiaohan Cui

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19. Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications
    IJCAI 2024 ·

    Jinyuan Liu

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