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Jiayi Ma

Wuhan University, Electronic Information School, China

47 papers at tracked venues · 43 at CORE A* · active 2024–2026

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Venues

AAAI ×14ICCV ×9CVPR ×8ACM MM ×5NeurIPS ×5IJCAI ×2ECAI ×1ECCV ×1ICLR ×1ICML ×1

Frequent coauthors

Hao Zhang
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Yuxin Deng
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Hebaixu Wang
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Yifan Xia
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Shihua Zhang
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Xinyu Xiang
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Kaining Zhang
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Zizhuo Li
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Linfeng Tang
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Xunpeng Yi
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Meiqi Gong
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Qinglong Yan
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Papers

  1. Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection
    AAAI 2026 ·
    Qinglong Yan
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  2. GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry
    AAAI 2026 ·
    Jiajun Le
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  3. Probabilistic Deformation Consistency for Unsupervised Shape Matching
    AAAI 2026 ·
    Yifan Xia
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  4. Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions
    AAAI 2026 ·
    Hao Zhang
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  5. SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching
    AAAI 2026 ·
    Yuxin Deng
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  6. ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling
    CVPR 2025 ·
    Xinyu Xiang
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  7. Adapting Dense Matching for Homography Estimation with Grid-based Acceleration
    CVPR 2025 ·
    Kaining Zhang
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  8. ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching
    ICCV 2025 ·
    Yuxin Deng
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  9. Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image Fusion
    ICCV 2025 ·
    Xingyu Hu
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  10. CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching
    ICCV 2025 ·
    Zizhuo Li
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  11. ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
    NeurIPS 2025 ·
    Linfeng Tang
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  12. CorrNeXt: Making the ConvNet-Style Correspondence Pruner Stronger for Two-View Geometry
    ACM MM 2025 ·
    Zizhuo Li
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  13. Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker
    AAAI 2025 ·
    Xinyu Xiang
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  14. DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
    NeurIPS 2025 ·
    Hebaixu Wang
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  15. DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning
    AAAI 2025 ·
    Yifan Lu
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  16. Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-Sharpening
    ICCV 2025 ·
    Hebaixu Wang
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  17. Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
    NeurIPS 2025 ·
    Han Xu
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  18. End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation
    ICCV 2025 ·
    Liwei Wang
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  19. HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration
    ICCV 2025 ·
    Xiyu Zhang
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  20. LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables
    ICCV 2025 ·
    Xunpeng Yi
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  21. LaMamba: Layer-Aware Mamba with Frequency-Spatial Fusion for Remote Sensing Image Super-Resolution
    ECAI 2025 ·
    Mingyue Li
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  22. Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation
    AAAI 2025 ·
    Shihua Zhang
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  23. Multi-Shape Matching with Cycle Consistency Basis via Functional Maps
    AAAI 2025 ·
    Yifan Xia
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  24. Multimodal Image Matching Based on Cross-Modality Completion Pre-training
    IJCAI 2025 ·
    Meng Yang
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  25. NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
    CVPR 2025 ·
    Xiaoning Liu
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  26. Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion
    NeurIPS 2025 ·
    Lei Cao
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  27. Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior
    ICCV 2025 ·
    Qing Ma
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  28. TemCoCo: Temporally Consistent Multi-Modal Video Fusion with Visual-Semantic Collaboration
    ICCV 2025 ·
    Meiqi Gong
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  29. Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
    ACM MM 2025 ·
    Luyang Cao
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  30. A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency
    AAAI 2024 ·
    Hao Zhang
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  31. Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
    ICLR 2024 ·
    Yuan Gao
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  32. CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
    ECCV 2024 ·
    Wuyang Li
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  33. Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening
    IJCAI 2024 ·
    Meiqi Gong
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  34. DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
    ACM MM 2024 ·
    Linfeng Tang
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  35. DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning
    CVPR 2024 ·
    Shihua Zhang
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  36. Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening
    AAAI 2024 ·
    Hebaixu Wang
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  37. DiffGlue: Diffusion-Aided Image Feature Matching
    ACM MM 2024 ·
    Shihua Zhang
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  38. Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning
    CVPR 2024 ·
    Hao Zhang
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  39. Locality Preserving Refinement for Shape Matching with Functional Maps
    AAAI 2024 ·
    Yifan Xia
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  40. MRFS: Mutually Reinforcing Image Fusion and Segmentation
    CVPR 2024 ·
    Hao Zhang
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  41. ResMatch: Residual Attention Learning for Feature Matching
    AAAI 2024 ·
    Yuxin Deng
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  42. SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning
    AAAI 2024 ·
    Yuxin Deng
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  43. Sparse-to-dense Multimodal Image Registration via Multi-Task Learning
    ICML 2024 ·
    Kaining Zhang
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  44. TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion
    ACM MM 2024 ·
    Hebaixu Wang
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  45. Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
    NeurIPS 2024 ·
    Hao Zhang
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  46. Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion
    CVPR 2024 ·
    Xunpeng Yi
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  47. Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis
    CVPR 2024 ·
    Yang Yu
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