Chongyi Li



📍 Nankai, Tianjin, China
📧lichongyi25 at gmail.com
📧lichongyi at nankai.edu.cn
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Homepage

Publications

Welcome to Chongyi Li (李重仪)'s Homepage


I am a Professor at Nankai University, China. I was a Research Assistant Professor at NTU and was also a research fellow at NTU and CityU. I was a joint Ph.D. student at ANU and TJU.


Selected Publications:


Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
ICCV, 2023
Zhexin Liang, Chongyi Li, Shangchen Zhou, Ruicheng Feng, and Chen Change Loy.
PDF| Project Page| Code







ProPainter: Improving Video Inpainting with Enhanced Propagation and Efficient Transformer
ICCV, 2023
Shangchen Zhou, Chongyi Li, Kelvin C.K. Chan, and Chen Change Loy.
PDF| Project Page| Code







Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising
ICCV, 2023
Xin Jin, Jiawen Xiao, Linghao Han, Chunle Guo, Ruixuan Zhang, Xialei Liu, and Chongyi Li.
PDF| Project Page| Code








Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior
CVPR, 2023
Yuekun Dai, Yihang Luo, Shangchen Zhou, Chongyi Li, and Chen Change Loy.
PDF| Project Page| Code







DNF: Decouple and Feedback Network for Seeing in the Dark
CVPR, 2023
Xin Jin, Linghao Han, Zhen Li, Zhi Chai, Chunle Guo, and Chongyi Li.
PDF| Project Page| Code





RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
CVPR, 2023
Ruiqi Wu, Zhengpeng Duan, Chunle Guo, Zhi Chai, and Chongyi Li.
PDF| Project Page| Code







Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement
CVPR, 2023
Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, and Hengtao Shen.
PDF| Project Page| Code







Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera
CVPR, 2023
Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Jinwei Gu, and Chen Change Loy.
PDF| Project Page| Code







Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement
ICLR, 2023
Chongyi Li, Chunle Guo, Man Zhou, Zhexin Liang, Shangchen Zhou, Ruicheng Feng, and Chen Change Loy.
PDF| Project Page| Code| Dataset







Underwater Ranker: Learn Which Is Better and How to Be Better
AAAI, 2023
Chunle Guo, Ruiqi Wu, Xin Jin, Linghao Han, Zhi Chai, Weidong Zhang, and Chongyi Li.
PDF| Project Page| Code





CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment
2023
Chongyi Li, Chunle Guo, Ruicheng Feng, Shangchen Zhou, and Chen Change Loy.
PDF| Project Page| Code







Towards Robust Blind Face Restoration with Codebook Lookup Transformer
NeurIPS, 2022
Shangchen Zhou, Kelvin C. K. Chan, Chongyi Li, and Chen Change Loy.
PDF| Project Page| Code| Video| Colab





Deep Fourier Up-Sampling
NeurIPS, 2022
Man Zhou, Hu Yu, Jie Huang, Feng Zhao, Jinwei Gu, Chen Change Loy, Deyu Meng, and Chongyi Li.
PDF| Project Page| Code



Flare7K: A Phenomenological Nighttime Flare Removal Dataset
NeurIPS, 2022
Yuekun Dai, Chongyi Li, Shangchen Zhou, Ruicheng Feng, and Chen Change Loy.
PDF| Project Page| Dataset| Video







LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
ECCV, 2022
Shangchen Zhou, Chongyi Li, Chen Change Loy.
PDF| Project Page| Code| Dataset| Replicate













CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection
TIP, 2022
Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, and Yao Zhao.
PDF| Project Page| Code





Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network
CVPR, 2021
Ruicheng Feng, Chongyi Li, Huaijin Chen, Shuai Li, Chen Change Loy, Jinwei Gu.
PDF| Project Page| Code





Low-Light Image and Video Enhancement Using Deep Learning: A Survey
TPAMI, 2021 [ESI Highly Cited Paper & ESI Hot Paper]
Chongyi Li, Chunle Guo, Linghao Han, Jun Jiang, Ming-Ming Cheng, Jinwei Gu, Chen Change Loy.
PDF| Project Page| Collection| Dataset









RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
ECCV, 2020
Chongyi Li, Runmin Cong, Yongri Piao, Qianqian Xu, Chen Change Loy.
PDF| Project Page| Code













Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution
TIP, 2019
Chunle Guo, Chongyi Li, Jichang Guo, Runmin Cong, Huazhu Fu, Ping Han.
PDF| Project Page| Code









Miscellaneous: