Xueyang Fu

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