PPaperPicks

Jiayi Ma

Wuhan University, Electronic Information School, China

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

DBLP profile ↗ORCID 0000-0003-3264-3265 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Hao Zhang
×15
Xunpeng Yi
×7
Linfeng Tang
×7
Qinglong Yan
×6
Xinyu Xiang
×6
Yuxin Deng
×6
Kaining Zhang
×5
Zizhuo Li
×5
Shihua Zhang
×5
Han Xu
×5
Hebaixu Wang
×5
Jun Huang
×4

Papers

  1. Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection
    AAAI 2026 ·
    Qinglong Yan
    ,
    Tong Zou
    ,
    Xunpeng Yi
    ,
    Xinyu Xiang
    ,
    Xuying Wu
    ,
    Hao Zhang
    , Jiayi Ma
  2. GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry
    AAAI 2026 ·
    Jiajun Le
    , Jiayi Ma
  3. Probabilistic Deformation Consistency for Unsupervised Shape Matching
    AAAI 2026 ·
    Yifan Xia
    ,
    Tianwei Ye
    ,
    Jun Huang
    ,
    Xiaoguang Mei
    , Jiayi Ma
  4. Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions
    AAAI 2026 ·
    Hao Zhang
    ,
    Yanping Zha
    ,
    Qingwei Zhuang
    ,
    Zhenfeng Shao
    , Jiayi Ma
  5. SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching
    AAAI 2026 ·
    Yuxin Deng
    ,
    Botian Wang
    ,
    Kaining Zhang
    ,
    Hao Zhang
    , Jiayi Ma
  6. ACAttack: Adaptive Cross Attacking RGB-T Tracker via Multi-Modal Response Decoupling
    CVPR 2025 ·
    Xinyu Xiang
    ,
    Qinglong Yan
    ,
    Hao Zhang
    , Jiayi Ma
  7. Adapting Dense Matching for Homography Estimation with Grid-based Acceleration
    CVPR 2025 ·
    Kaining Zhang
    ,
    Yuxin Deng
    , Jiayi Ma,
    Paolo Favaro
  8. ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching
    ICCV 2025 ·
    Yuxin Deng
    ,
    Kaining Zhang
    ,
    Linfeng Tang
    ,
    Jiaqi Yang
    , Jiayi Ma
  9. Balancing Task-Invariant Interaction and Task-Specific Adaptation for Unified Image Fusion
    ICCV 2025 ·
    Xingyu Hu
    ,
    Junjun Jiang
    ,
    Chenyang Wang
    ,
    Kui Jiang
    ,
    Xianming Liu
    , Jiayi Ma
  10. CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching
    ICCV 2025 ·
    Zizhuo Li
    ,
    Yifan Lu
    ,
    Linfeng Tang
    ,
    Shihua Zhang
    , Jiayi Ma
  11. ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
    NeurIPS 2025 ·
    Linfeng Tang
    ,
    Yeda Wang
    ,
    Zhanchuan Cai
    ,
    Junjun Jiang
    , Jiayi Ma
  12. CorrNeXt: Making the ConvNet-Style Correspondence Pruner Stronger for Two-View Geometry
    ACM MM 2025 ·
    Zizhuo Li
    ,
    Chunbao Su
    ,
    Fan Fan
    ,
    Jun Huang
    , Jiayi Ma
  13. Cross-Modal Stealth: A Coarse-to-Fine Attack Framework for RGB-T Tracker
    AAAI 2025 ·
    Xinyu Xiang
    ,
    Qinglong Yan
    ,
    Hao Zhang
    ,
    Jianfeng Ding
    ,
    Han Xu
    ,
    Zhongyuan Wang
    , Jiayi Ma
  14. DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
    NeurIPS 2025 ·
    Hebaixu Wang
    ,
    Jing Zhang
    ,
    Haonan Guo
    ,
    Di Wang
    , Jiayi Ma,
    Bo Du
  15. DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning
    AAAI 2025 ·
    Yifan Lu
    ,
    Jiajun Le
    ,
    Zizhuo Li
    ,
    Yixuan Yuan
    , Jiayi Ma
  16. Deep Adaptive Unfolded Network via Spatial Morphology Stripping and Spectral Filtration for Pan-Sharpening
    ICCV 2025 ·
    Hebaixu Wang
    , Jiayi Ma
  17. Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
    NeurIPS 2025 ·
    Han Xu
    ,
    Yuyang Li
    ,
    Yunfei Deng
    , Jiayi Ma,
    Guangcan Liu
  18. End-to-End Entity-Predicate Association Reasoning for Dynamic Scene Graph Generation
    ICCV 2025 ·
    Liwei Wang
    ,
    Yanduo Zhang
    ,
    Tao Lu
    ,
    Fang Liu
    ,
    Huiqin Zhang
    , Jiayi Ma,
    Huabing Zhou
  19. HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration
    ICCV 2025 ·
    Xiyu Zhang
    , Jiayi Ma,
    Jianwei Guo
    ,
    Wei Hu
    ,
    Zhaoshuai Qi
    ,
    Fei Hui
    ,
    Jiaqi Yang
    ,
    Yanning Zhang
  20. LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables
    ICCV 2025 ·
    Xunpeng Yi
    ,
    Yibing Zhang
    ,
    Xinyu Xiang
    ,
    Qinglong Yan
    ,
    Han Xu
    , Jiayi Ma
  21. LaMamba: Layer-Aware Mamba with Frequency-Spatial Fusion for Remote Sensing Image Super-Resolution
    ECAI 2025 ·
    Mingyue Li
    ,
    Chengyi Xiong
    ,
    Zhirong Gao
    , Jiayi Ma
  22. Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation
    AAAI 2025 ·
    Shihua Zhang
    ,
    Zhenjie Zhu
    ,
    Zizhuo Li
    ,
    Tao Lu
    , Jiayi Ma
  23. Multi-Shape Matching with Cycle Consistency Basis via Functional Maps
    AAAI 2025 ·
    Yifan Xia
    ,
    Tianwei Ye
    ,
    Huabing Zhou
    ,
    Zhongyuan Wang
    , Jiayi Ma
  24. Multimodal Image Matching Based on Cross-Modality Completion Pre-training
    IJCAI 2025 ·
    Meng Yang
    ,
    Fan Fan
    ,
    Jun Huang
    ,
    Yong Ma
    ,
    Xiaoguang Mei
    ,
    Zhanchuan Cai
    , Jiayi Ma
  25. NTIRE 2025 Challenge on Low Light Image Enhancement: Methods and Results
    CVPR 2025 ·
    Xiaoning Liu
    ,
    Zongwei Wu
    ,
    Florin-Alexandru Vasluianu
    ,
    Hailong Yan
    ,
    Bin Ren
    ,
    Yulun Zhang
    ,
    Shuhang Gu
    ,
    Le Zhang
    ,
    Ce Zhu
    ,
    Radu Timofte
    ,
    Kangbiao Shi
    ,
    Yixu Feng
    ,
    Tao Hu
    ,
    Yu Cao
    ,
    Peng Wu
    ,
    Yijin Liang
    ,
    Yanning Zhang
    ,
    Qingsen Yan
    ,
    Han Zhou
    ,
    Wei Dong
    ,
    Yan Min
    ,
    Mohab Kishawy
    ,
    Jun Chen
    ,
    Pengpeng Yu
    ,
    Anjin Park
    ,
    Seung-Soo Lee
    ,
    Young-Joon Park
    ,
    Zixiao Hu
    ,
    Junyv Liu
    ,
    Huilin Zhang
    ,
    Jun Zhang
    ,
    Fei Wan
    ,
    Bingxin Xu
    ,
    Hongzhe Liu
    ,
    Cheng Xu
    ,
    Weiguo Pan
    ,
    Songyin Dai
    ,
    Xunpeng Yi
    ,
    Qinglong Yan
    ,
    Yibing Zhang
    , Jiayi Ma,
    Changhui Hu
    ,
    Kerui Hu
    ,
    Donghang Jing
    ,
    Tiesheng Chen
    ,
    Zhi Jin
    ,
    Hongjun Wu
    ,
    Biao Huang
    ,
    Haitao Ling
    ,
    Jiahao Wu
    ,
    Dandan Zhan
    ,
    G. Gyaneshwar Rao
    ,
    Vijayalaxmi Ashok Aralikatti
    ,
    Nikhil Akalwadi
    ,
    Ramesh Ashok Tabib
    ,
    Uma Mudenagudi
    ,
    Ruirui Lin
    ,
    Guoxi Huang
    ,
    Nantheera Anantrasirichai
    ,
    Qirui Yang
    ,
    Alexandru Brateanu
    ,
    Ciprian Orhei
    ,
    Cosmin Ancuti
    ,
    Daniel Feijoo
    ,
    Juan C. Benito
    ,
    Álvaro García
    ,
    Marcos V. Conde
    ,
    Yang Qin
    ,
    Raul Balmez
    ,
    Anas M. Ali
    ,
    Bilel Benjdira
    ,
    Wadii Boulila
    ,
    Tianyi Mao
    ,
    Huan Zheng
    ,
    Yanyan Wei
    ,
    Shengeng Tang
    ,
    Dan Guo
    ,
    Zhao Zhang
    ,
    Sabari Nathan
    ,
    K. Uma
    ,
    A. Sasithradevi
    ,
    B. Sathya Bama
    ,
    S. Mohamed Mansoor Roomi
    ,
    Ao Li
    ,
    Xiangtao Zhang
    ,
    Zhe Liu
    ,
    Yijie Tang
    ,
    Jialong Tang
    ,
    Zhicheng Fu
    ,
    Gong Chen
    ,
    Joe Nasti
    ,
    John Nicholson
    ,
    Zeyu Xiao
    ,
    Zhuoyuan Li
    ,
    Ashutosh Kulkarni
    ,
    Prashant W. Patil
    ,
    Santosh Kumar Vipparthi
    ,
    Subrahmanyam Murala
    ,
    Duan Liu
    ,
    Weile Li
    ,
    Hangyuan Lu
    ,
    Rixian Liu
    ,
    Tengfeng Wang
    ,
    Jinxing Liang
    ,
    Chenxin Yu
  26. Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion
    NeurIPS 2025 ·
    Lei Cao
    ,
    Hao Zhang
    ,
    Chunyu Li
    , Jiayi Ma
  27. Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior
    ICCV 2025 ·
    Qing Ma
    ,
    Pengwei Liang
    ,
    Xiong Zhou
    , Jiayi Ma,
    Junjun Jiang
    ,
    Zhe Peng
  28. TemCoCo: Temporally Consistent Multi-Modal Video Fusion with Visual-Semantic Collaboration
    ICCV 2025 ·
    Meiqi Gong
    ,
    Hao Zhang
    ,
    Xunpeng Yi
    ,
    Linfeng Tang
    , Jiayi Ma
  29. Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement
    ACM MM 2025 ·
    Luyang Cao
    ,
    Han Xu
    ,
    Jian Zhang
    ,
    Lei Qi
    , Jiayi Ma,
    Yinghuan Shi
    ,
    Yang Gao
  30. A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency
    AAAI 2024 ·
    Hao Zhang
    ,
    Xuhui Zuo
    ,
    Huabing Zhou
    ,
    Tao Lu
    , Jiayi Ma
  31. Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost
    ICLR 2024 ·
    Yuan Gao
    ,
    Weizhong Zhang
    ,
    Wenhan Luo
    ,
    Lin Ma
    ,
    Jin-Gang Yu
    ,
    Gui-Song Xia
    , Jiayi Ma
  32. CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection
    ECCV 2024 ·
    Wuyang Li
    ,
    Xinyu Liu
    , Jiayi Ma,
    Yixuan Yuan
  33. Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening
    IJCAI 2024 ·
    Meiqi Gong
    ,
    Hao Zhang
    ,
    Hebaixu Wang
    ,
    Jun Chen
    ,
    Jun Huang
    ,
    Xin Tian
    , Jiayi Ma
  34. DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior
    ACM MM 2024 ·
    Linfeng Tang
    ,
    Yuxin Deng
    ,
    Xunpeng Yi
    ,
    Qinglong Yan
    ,
    Yixuan Yuan
    , Jiayi Ma
  35. DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning
    CVPR 2024 ·
    Shihua Zhang
    ,
    Zizhuo Li
    ,
    Yuan Gao
    , Jiayi Ma
  36. Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening
    AAAI 2024 ·
    Hebaixu Wang
    ,
    Meiqi Gong
    ,
    Xiaoguang Mei
    ,
    Hao Zhang
    , Jiayi Ma
  37. DiffGlue: Diffusion-Aided Image Feature Matching
    ACM MM 2024 ·
    Shihua Zhang
    , Jiayi Ma
  38. Dispel Darkness for Better Fusion: A Controllable Visual Enhancer Based on Cross-Modal Conditional Adversarial Learning
    CVPR 2024 ·
    Hao Zhang
    ,
    Linfeng Tang
    ,
    Xinyu Xiang
    ,
    Xuhui Zuo
    , Jiayi Ma
  39. Locality Preserving Refinement for Shape Matching with Functional Maps
    AAAI 2024 ·
    Yifan Xia
    ,
    Yifan Lu
    ,
    Yuan Gao
    , Jiayi Ma
  40. MRFS: Mutually Reinforcing Image Fusion and Segmentation
    CVPR 2024 ·
    Hao Zhang
    ,
    Xuhui Zuo
    ,
    Jie Jiang
    ,
    Chunchao Guo
    , Jiayi Ma
  41. ResMatch: Residual Attention Learning for Feature Matching
    AAAI 2024 ·
    Yuxin Deng
    ,
    Kaining Zhang
    ,
    Shihua Zhang
    ,
    Yansheng Li
    , Jiayi Ma
  42. SDGMNet: Statistic-Based Dynamic Gradient Modulation for Local Descriptor Learning
    AAAI 2024 ·
    Yuxin Deng
    , Jiayi Ma
  43. Sparse-to-dense Multimodal Image Registration via Multi-Task Learning
    ICML 2024 ·
    Kaining Zhang
    , Jiayi Ma
  44. TeRF: Text-driven and Region-aware Flexible Visible and Infrared Image Fusion
    ACM MM 2024 ·
    Hebaixu Wang
    ,
    Hao Zhang
    ,
    Xunpeng Yi
    ,
    Xinyu Xiang
    ,
    Leyuan Fang
    , Jiayi Ma
  45. Text-DiFuse: An Interactive Multi-Modal Image Fusion Framework based on Text-modulated Diffusion Model
    NeurIPS 2024 ·
    Hao Zhang
    ,
    Lei Cao
    , Jiayi Ma
  46. Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion
    CVPR 2024 ·
    Xunpeng Yi
    ,
    Han Xu
    ,
    Hao Zhang
    ,
    Linfeng Tang
    , Jiayi Ma
  47. Unmixing Before Fusion: A Generalized Paradigm for Multi-Source-Based Hyperspectral Image Synthesis
    CVPR 2024 ·
    Yang Yu
    ,
    Erting Pan
    ,
    Xinya Wang
    ,
    Yuheng Wu
    ,
    Xiaoguang Mei
    , Jiayi Ma