Xueyang Fu

CompEvent: Complex-valued Event-RGB Fusion for Low-light Video Enhancement and Deblurring AAAI 2026 EventGait: Towards Robust Gait Recognition with Event Streams CVPR 2026 Event-Illumination Collaborative Low-light Image Enhancement with a High-resolution Real-world Dataset CVPR 2026 FinPercep-RM: A Fine-grained Reward Model and Co-evolutionary Curriculum for RL-based Real-world Super-Resolution CVPR 2026 Time-Specialized Event-Image Alignment for Blur-to-Video Decomposition CVPR 2026 A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization AAAI 2025 Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025 Continuous Adverse Weather Removal via Degradation-Aware Distillation CVPR 2025 DCTMamba: Advancing JPEG Image Restoration Through Long-Sequence Modeling and Adaptive Frequency Strategy AAAI 2025 Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025 Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration IJCAI 2025 DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration AAAI 2025 Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning CVPR 2025 Enhanced Pansharpening via Quaternion Spatial-Spectral Interactions ICCV 2025 EVDM: Event-based Real-world Video Deblurring with Mamba ICCV 2025 EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction AAAI 2025 FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining ICML 2025 Learnable Frequency Decomposition for Image Forgery Detection and Localization IJCAI 2025 Motion-adaptive Transformer for Event-based Image Deblurring AAAI 2025 PanComplex: Leveraging Complex-Valued Neural Networks for Enhanced Pansharpening IJCAI 2025 SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation AAAI 2025 UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts CVPR 2025 CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models ICML 2024 DreamClean: Restoring Clean Image Using Deep Diffusion Prior ICLR 2024 HomoFormer: Homogenized Transformer for Image Shadow Removal CVPR 2024 Learning Discriminative Noise Guidance for Image Forgery Detection and Localization AAAI 2024 Motion Aware Event Representation-driven Image Deblurring ECCV 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 Noise-assisted Prompt Learning for Image Forgery Detection and Localization ECCV 2024 Revisiting Single Image Reflection Removal In the Wild CVPR 2024 TSA2: Temporal Segment Adaptation and Aggregation for Video Harmonization WACV 2024 Accurate MRI Reconstruction via Multi-Domain Recurrent Networks IJCAI 2023 Edge-Aware Regional Message Passing Controller for Image Forgery Localization CVPR 2023 Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning CVPR 2023 Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023 Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions CVPR 2023 Random Shuffle Transformer for Image Restoration ICML 2023 Bijective Mapping Network for Shadow Removal CVPR 2022 Dreaming To Prune Image Deraining Networks CVPR 2022 Efficient Model-Driven Network for Shadow Removal AAAI 2022 Event-driven Video Deblurring via Spatio-Temporal Relation-Aware Network IJCAI 2022 Exploring Fourier Prior for Single Image Rain Removal IJCAI 2022 Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022 JPEG Artifacts Removal via Contrastive Representation Learning ECCV 2022 Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation AAAI 2022 Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022 Mutual Information-Driven Pan-Sharpening CVPR 2022 RETRACTED: Pan-Sharpening with Customized Transformer and Invertible Neural Network AAAI 2022 Spatial-Frequency Domain Information Integration for Pan-Sharpening ECCV 2022 Stochastic Window Transformer for Image Restoration NeurIPS 2022 Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021 Cross-Patch Graph Convolutional Network for Image Denoising ICCV 2021 Image De-Raining via Continual Learning CVPR 2021 Improving De-Raining Generalization via Neural Reorganization ICCV 2021 Learning Dual Priors for JPEG Compression Artifacts Removal ICCV 2021 Rain Streak Removal via Dual Graph Convolutional Network AAAI 2021 Space-Time Distillation for Video Super-Resolution CVPR 2021 Unfolding Taylor's Approximations for Image Restoration NeurIPS 2021 JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks IJCAI 2020 Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020 A Variational Pan-Sharpening With Local Gradient Constraints CVPR 2019 JPEG Artifacts Reduction via Deep Convolutional Sparse Coding ICCV 2019 PanNet: A Deep Network Architecture for Pan-Sharpening ICCV 2017 Removing Rain From Single Images via a Deep Detail Network CVPR 2017 A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation CVPR 2016