Yulun Zhang

SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal AAAI 2026 Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression AAAI 2026 QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution AAAI 2026 Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning AAAI 2026 MambaIRv2: Attentive State Space Restoration CVPR 2025 Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging CVPR 2025 Complexity Experts are Task-Discriminative Learners for Any Image Restoration CVPR 2025 OSDFace: One-Step Diffusion Model for Face Restoration CVPR 2025 DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables CVPR 2025 ARB-LLM: Alternating Refined Binarizations for Large Language Models ICLR 2025 GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data ICLR 2025 BiMaCoSR: Binary One-Step Diffusion Model Leveraging Flexible Matrix Compression for Real Super-Resolution ICML 2025 One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation ICML 2025 RUN: Reversible Unfolding Network for Concealed Object Segmentation ICML 2025 Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model ICLR 2025 Gap Preserving Distillation by Building Bidirectional Mappings with A Dynamic Teacher ICLR 2025 Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model ICLR 2025 Human Body Restoration with One-Step Diffusion Model and A New Benchmark ICML 2025 Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging AAAI 2025 Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing AAAI 2025 Dual-branch Graph Feature Learning for NLOS Imaging AAAI 2025 Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025 Online Guidance Graph Optimization for Lifelong Multi-Agent Path Finding AAAI 2025 SGDPO: Self-Guided Direct Preference Optimization for Language Model Alignment ACL 2025 Low-Light Image Enhancement Using Event-Based Illumination Estimation ICCV 2025 Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal ICCV 2025 Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction ICCV 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025 DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior ICCV 2025 CARFT: Boosting LLM Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning EMNLP 2025 PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution CVPR 2025 Binarized Low-light Raw Video Enhancement CVPR 2024 Binarized Diffusion Model for Image Super-Resolution NIPS 2024 BiDM: Pushing the Limit of Quantization for Diffusion Models NIPS 2024 ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction NIPS 2024 HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting NIPS 2024 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NIPS 2024 Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network NIPS 2024 Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging NIPS 2024 LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation AAAI 2024 Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal CVPR 2024 MuRF: Multi-Baseline Radiance Fields CVPR 2024 Deep Equilibrium Diffusion Restoration with Parallel Sampling CVPR 2024 Equivariant Multi-Modality Image Fusion CVPR 2024 Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis ECCV 2024 HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution ECCV 2024 Hierarchical Separable Video Transformer for Snapshot Compressive Imaging ECCV 2024 SRPose: Two-view Relative Pose Estimation with Sparse Keypoints ECCV 2024 Xformer: Hybrid X-Shaped Transformer for Image Denoising ICLR 2024 Strategic Preys Make Acute Predators: Enhancing Camouflaged Object Detectors by Generating Camouflaged Objects ICLR 2024 Recursive Generalization Transformer for Image Super-Resolution ICLR 2024 See More Details: Efficient Image Super-Resolution by Experts Mining ICML 2024 Flexible Residual Binarization for Image Super-Resolution ICML 2024 Lightweight Image Super-Resolution via Flexible Meta Pruning ICML 2024 Image Fusion via Vision-Language Model ICML 2024 Scalable Mechanism Design for Multi-Agent Path Finding IJCAI 2024 Guidance Graph Optimization for Lifelong Multi-Agent Path Finding IJCAI 2024 Arbitrarily Scalable Environment Generators via Neural Cellular Automata NIPS 2023 Spatial-Spectral Transformer for Hyperspectral Image Denoising AAAI 2023 Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution AAAI 2023 Multi-Robot Coordination and Layout Design for Automated Warehousing IJCAI 2023 Accurate Image Restoration with Attention Retractable Transformer ICLR 2023 Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising CVPR 2023 Basic Binary Convolution Unit for Binarized Image Restoration Network ICLR 2023 Knowledge Distillation based Degradation Estimation for Blind Super-Resolution ICLR 2023 LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising CVPR 2023 Structured Sparsity Learning for Efficient Video Super-Resolution CVPR 2023 Hierarchical Integration Diffusion Model for Realistic Image Deblurring NIPS 2023 Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping NIPS 2023 Binarized Spectral Compressive Imaging NIPS 2023 CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution CVPR 2023 Camouflaged Object Detection With Feature Decomposition and Edge Reconstruction CVPR 2023 CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion CVPR 2023 Dual Aggregation Transformer for Image Super-Resolution ICCV 2023 Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023 Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion ICCV 2023 DiffIR: Efficient Diffusion Model for Image Restoration ICCV 2023 DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion ICCV 2023 Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction ICCV 2023 Alignment-free HDR Deghosting with Semantics Consistent Transformer ICCV 2023 Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement ICCV 2023 Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution ICCV 2023 Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution ICML 2023 QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NIPS 2023 MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022 Reference-Based Image Super-Resolution with Deformable Attention Transformer ECCV 2022 Towards Interpretable Video Super-Resolution via Alternating Optimization ECCV 2022 Modeling Mask Uncertainty in Hyperspectral Image Reconstruction ECCV 2022 Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images ECCV 2022 Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NIPS 2022 Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction ECCV 2022 Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning ICLR 2022 Recent Advances on Neural Network Pruning at Initialization IJCAI 2022 Flow-Guided Sparse Transformer for Video Deblurring ICML 2022 Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration ICML 2022 Cross Aggregation Transformer for Image Restoration NIPS 2022 Texture-Based Error Analysis for Image Super-Resolution CVPR 2022 Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction CVPR 2022 HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging CVPR 2022 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NIPS 2021 Neural Pruning via Growing Regularization ICLR 2021 Multi-Scale Selective Feedback Network with Dual Loss for Real Image Denoising IJCAI 2021 Pseudo 3D Auto-Correlation Network for Real Image Denoising CVPR 2021 MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021 Aligned Structured Sparsity Learning for Efficient Image Super-Resolution NIPS 2021 On the Importance of Environments in Human-Robot Coordination RSS 2021 Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training NIPS 2021 ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation ICCV 2021 Context Reasoning Attention Network for Image Super-Resolution ICCV 2021 Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-Resolution ICCV 2021 TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution CVPR 2020 Adversarial Feature Hallucination Networks for Few-Shot Learning CVPR 2020 Texture Hallucination for Large-Factor Painting Super-Resolution ECCV 2020 LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block ECCV 2020 Neural Sparse Representation for Image Restoration NIPS 2020 Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution CVPR 2020 Joint Super-Resolution and Alignment of Tiny Faces AAAI 2020 Attention Bridging Network for Knowledge Transfer ICCV 2019 Visual Semantic Reasoning for Image-Text Matching ICCV 2019 Residual Non-local Attention Networks for Image Restoration ICLR 2019 Multimodal Style Transfer via Graph Cuts ICCV 2019 LRDNN: Local-refining based Deep Neural Network for Person Re-Identification with Attribute Discerning IJCAI 2019 Image Super-Resolution Using Very Deep Residual Channel Attention Networks ECCV 2018 Residual Dense Network for Image Super-Resolution CVPR 2018