← Authors

Yulun Zhang

124 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (7) 🏠 Conference Loyalist (20) πŸ”¬ Deep Specialist (48) 🧬 Topic Evolution πŸ† Keyword Champion (4) πŸ† Grand Slam 🌱 Topic Pioneer πŸ‘‘ Triple Crown 🀝 Dynamic Duo (25) πŸ—ƒοΈ Keyword Collector (379) ⚑ Prolific Year (11) πŸš€ Conference Pioneer πŸ’Ž Century Club (120) πŸ”₯ Unstoppable (8)

Conferences

CVPR (26) ICCV (20) NIPS (18) ICLR (14) AAAI (13) ECCV (12) ICML (11) IJCAI (7) ACL (1) EMNLP (1) RSS (1)

Top co-authors

Yun Fu (25) Luc Van Gool (20) Xin Yuan (18) Radu Timofte (17) Kai Li (14) Yuanhao Cai (14) Zheng Chen (13) Linghe Kong (12) Xiaokang Yang (12) Haoqian Wang (12)

Keywords

image restoration (25) diffusion model (15) image super-resolution (14) image reconstruction (10) image denoising (8) neural network (8) model compression (8) convolutional neural network (7) hyperspectral image (6) attention mechanism (6) video super-resolution (6) transformer architecture (5) efficient computing (4) hyperspectral imaging (4) 3d reconstruction (4) video restoration (4) knowledge distillation (4) image generation (4) domain adaptation (4) semantic segmentation (3)

Papers

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