Chongyi Li

50 papers · 2020–2026 · 7 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (6) 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (59) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🤝 Dynamic Duo (15) 👑 Triple Crown 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (22) 🏆 Keyword Champion (2) 💎 Century Club (47) ⚡ Prolific Year (19) 🗃️ Keyword Collector (212) 🔥 Unstoppable (6)

Conferences

CVPR (14) ICCV (11) AAAI (9) NIPS (9) ECCV (4) ICLR (2) ICML (1)

Top co-authors

Chen Change Loy (15) Chun-Le Guo (15) man zhou (10) Shangchen Zhou (9) Jie Huang (8) Chunle Guo (8) Zheng-Peng Duan (7) Xin Jin (7) Feng Zhao (6) Ruicheng Feng (6)

Keywords

image restoration (15) neural network (7) diffusion model (7) image dehazing (6) image enhancement (5) domain adaptation (4) low-light image enhancement (4) fourier transform (4) computer vision (3) semantic segmentation (3) feature propagation (2) low-light enhancement (2) blind face restoration (2) image deblurring (2) convolutional neural network (2) feature representation (2) image super-resolution (2) image fusion (2) object detection (2) face recognition (2)

Papers

PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching AAAI 2026

VTinker: Guided Flow Upsampling and Texture Mapping for High-Resolution Video Frame Interpolation AAAI 2026

EvalMuse-40K: A Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Alignment Evaluation AAAI 2026

FaceMe: Robust Blind Face Restoration with Personal Identification AAAI 2025

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution ICCV 2025

Joint Semantic and Rendering Enhancements in 3D Gaussian Modeling with Anisotropic Local Encoding ICCV 2025

MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025

Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable CVPR 2025

Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing CVPR 2025

A Diffusion-Based Framework for Occluded Object Movement AAAI 2025

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025

Kalman-Inspired Feature Propagation for Video Face Super-Resolution ECCV 2024

Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis NIPS 2024

Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater Image Enhancement AAAI 2024

AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection AAAI 2024

CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration CVPR 2024

Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024

Learning Inclusion Matching for Animation Paint Bucket Colorization CVPR 2024

LAMP: Learn A Motion Pattern for Few-Shot Video Generation CVPR 2024

Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration ECCV 2024

Adaptive Window Pruning for Efficient Local Motion Deblurring ICLR 2024

Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement CVPR 2023

DNF: Decouple and Feedback Network for Seeing in the Dark CVPR 2023

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement ICLR 2023

Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery ICCV 2023

Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment ICCV 2023

ProPainter: Improving Propagation and Transformer for Video Inpainting ICCV 2023

Iterative Prompt Learning for Unsupervised Backlit Image Enhancement ICCV 2023

Empowering Low-Light Image Enhancer through Customized Learnable Priors ICCV 2023

FouriDown: Factoring Down-Sampling into Shuffling and Superposing NIPS 2023

Training Your Image Restoration Network Better with Random Weight Network as Optimization Function NIPS 2023

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023

RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors CVPR 2023

Generating Aligned Pseudo-Supervision From Non-Aligned Data for Image Restoration in Under-Display Camera CVPR 2023

Fourmer: An Efficient Global Modeling Paradigm for Image Restoration ICML 2023

Underwater Ranker: Learn Which Is Better and How to Be Better AAAI 2023

Transition-constant Normalization for Image Enhancement NIPS 2023

Exploring Temporal Frequency Spectrum in Deep Video Deblurring ICCV 2023

Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising ICCV 2023

Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-spectral Image Fusion ICCV 2023

LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark ECCV 2022

Image Dehazing Transformer With Transmission-Aware 3D Position Embedding CVPR 2022

Deep Fourier Up-Sampling NIPS 2022

Towards Robust Blind Face Restoration with Codebook Lookup Transformer NIPS 2022

Flare7K: A Phenomenological Nighttime Flare Removal Dataset NIPS 2022

Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network NIPS 2022

Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021

CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection NIPS 2020

RGB-D Salient Object Detection with Cross-Modality Modulation and Selection ECCV 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020