Publications

Photography & Imaging (π) Research Group · Nankai University

Year
Topic
Showing 69 of 69 papers
2026 11
1
DNF-SR: Dual-Input and Negative-Aware Feature Fine-Tuning for Real-World Image Super-Resolution
S. Han, W. Liao, C. Guo, and C. Li
CVPR 2026
Low-level Vision PDF Code
2
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation
B. Xue, Z. Duan, Q. Yan, W. Wang, H. Liu, C. Guo, C. Li, C. Li, and J. Lyu
CVPR 2026
Image Generation & Editing PDF Code
3
Time-Aware One Step Diffusion Network for Real-World Image Super-Resolution
T. Zhang, Z. Duan, C. Guo, P. Jiang, B. Li, M. Cheng, and C. Li
CVPR 2026
Low-level Vision PDF Code
4
YOSE: You Only Select Essential Tokens for Efficient DiT-based Video Object Removal
C. Wu, L. Lei, F. Li, C. Guo, D. Kong, X. Qin, Z. Wang, M. Cheng, and C. Li
CVPR 2026
Image Generation & Editing PDF Code
5
VTinker: Guided Flow Upsampling and Texture Mapping for High-Resolution Video Frame Interpolation
C. Wu, J. Fu, C. Guo, S. Han, and C. Li
AAAI 2026
Image Generation & Editing PDF Code
6
PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching
Z. Chang, Z. Duan, J. Zhang, C. Guo, S. Liu, H. Chun, H. Park, Z. Liu, and C. Li
AAAI 2026
Image Generation & Editing LLM/VLM/VLA PDF Code
7
EvalMuse-40K: A Reliable and Fine-Grained Benchmark with Comprehensive Human Annotations for Text-to-Image Generation Model Evaluation
S. Han, H. Fan, J. Fu, L. Li, T. Li, J. Cui, Y. Wang, Y. Tai, J. Sun, C. Guo, and C. Li
AAAI 2026
Image Generation & Editing LLM/VLM/VLA PDF Code
8
3D-UIR: 3D Gaussian for Underwater 3D Scene Reconstruction via Physics-Based Appearance-Medium Decoupling
J. Yuan, Y. Li, Y. Zhang, C. Guo, X. Tang, R. Wang, and C. Li
IEEE TIP 2026
3D PDF Code
9
Expose Camouflage in the Water: Underwater Camouflaged Instance Segmentation and Dataset
C. Wang, H. Li, C. Li, H. Liu, X. Tang, and S. Kwong
IEEE TIP 2026
Scene Understanding PDF Code
10
Incorporating Uncertainty-Guided and Top-k Codebook Matching for Real-World Blind Image Super-Resolution
W. Wen, T. Zhang, Q. Zhao, Z. Zheng, C. Guo, X. Shao, and C. Li
IEEE TIP 2026
Low-level Vision PDF Code
11
Boosting Guided Depth Super-Resolution Through Large Depth Estimation Model and Alignment-then-Fusion Strategy
Y. Zhang, X. Jiang, C. L. Guo, X. Tang, G. Wang, W. Li, X. Liu, and C. Li
CVM 2026 (IF: 18.3)
Low-level Vision 3D PDF Code
2025 15
12
UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
Y. Meng, X. Jin, L. Lei, C. Guo, C. Li
NeurIPS 2025
Low-level Vision Computational Imaging PDF Code
13
DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data
R. Wu, X. Wang, L. Liu, C. Guo, J. Qiu, C. Li, L. Huang, Z. Su, and M. Cheng
NeurIPS 2025
Image Generation & Editing PDF Code
14
Control Color: Multimodal Diffusion-Based Interactive Image Colorization
Z. Liang, Z. Li, S. Zhou, C. Li, and C. C. Loy
IJCV 2025
Image Generation & Editing PDF Code
15
DetectAnyLLM: Towards Generalizable and Robust Detection of Machine-Generated Text Across Domains and Models
J. Fu, C. Guo, and C. Li
ACM MM 2025 Oral
LLM/VLM/VLA PDF Code
16
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution
Z. Duan, J. Zhang, X. Jin, Z. Zhang, Z. Xiong, D. Zou, J. Ren, C. Guo, and C. Li
ICCV 2025
Low-level Vision PDF Code
17
MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation
F. Ou, C. Li, S. Wang, S. Kwong
ICCV 2025
Low-level Vision Image Generation & Editing PDF Code
18
Joint Semantic and Rendering Enhancements in 3D Gaussian Modeling with Anisotropic Local Encoding
J. He, C. Li, S. Wang, S. Kwong
ICCV 2025
3D PDF Code
19
Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing
J. Fu, S. Liu, Z. Liu, C. Guo, H. Park, R. Wu, G. Wang, and C. Li
CVPR 2025
Low-level Vision PDF Code
20
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable
X. Jin, S. Niklaus, Z. Zhang, Z. Xia, C. Guo, Y. Yang, J. Chen, and C. Li
CVPR 2025
Low-level Vision PDF Code
21
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts
Z. Duan, J. Zhang, Z. Lin, X. Wang, D. Zhou, C. Guo, and C. Li
AAAI 2025
Image Generation & Editing PDF Code
22
A Diffusion-Based Framework for Occluded Object Movement
Z. Duan, J. Zhang, S. Liu, Z. Lin, C. Guo, D. Zhou, J. Ren, and C. Li
AAAI 2025
Image Generation & Editing PDF Code
23
FaceMe: Robust Blind Face Restoration With Personal Identification
S. Liu, Z. Duan, J. Ouyang, J. Fu, H. Park, Z. Liu, C. Guo, and C. Li
AAAI 2025
Low-level Vision PDF Code
24
Deep Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future
L. Chen, Y. Huang, J. Dong, Q. Xu, S. Kwong, H. Lu, H. Lu, and C. Li
ACM CSUR 2025 (IF: 28)
Scene Understanding PDF Code
25
Improving Point Cloud Robustness Through Perturbation Simulation and Distortion-Guided Feature Augmentation
J. He, C. Li, S. Wang, and S. Kwong
IEEE TIP 2025
3D PDF Code
26
Heterogeneous Experts and Hierarchical Perception for Underwater Salient Object Detection
M. Zha, G. Wang, Y. Pei, T. Li, X. Tang, C. Li, Y. Yang, and H. Shen
IEEE TIP 2025
Scene Understanding PDF Code
2024 12
27
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond
Y. Dai, C. Li, S. Zhou, R. Feng, and C. C. Loy
IEEE TPAMI 2024
Low-level Vision PDF Code
28
Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration
Y. Wu, G. Wang, S. Liu, Y. Yang, W. Li, X. Tang, S. Gu, C. Li, and H. Shen
IEEE TPAMI 2024
Low-level Vision PDF Code
29
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
X. Jin, P. Jiao, Z. Duan, X. Yang, C. Li, C. Guo, and B. Ren
NeurIPS 2024
Computational Imaging 3D PDF Code
30
CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
F. Ou, C. Li, S. Wang, and S. Kwong
CVPR 2024
Low-level Vision PDF Code
31
LAMP: Learn A Motion Pattern for Few-Shot Video Generation
R. Wu, L. Chen, T. Yang, C. Guo, C. Li, and X. Zhang
CVPR 2024
Image Generation & Editing PDF Code
32
Learning Inclusion Matching for Animation Paint Bucket Colorization
Y. Dai, S. Zhou, Q. Li, C. Li, and C. C. Loy
CVPR 2024
Image Generation & Editing PDF Code
33
Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring
X. Lv, S. Zhang, C. Wang, Y. Zheng, B. Zhong, C. Li, and L. Nie
CVPR 2024
Low-level Vision PDF Code
34
Kalman-Inspired Feature Propagation for Video Face Super-Resolution
R. Feng, C. Li, and C. C. Loy
ECCV 2024
Low-level Vision PDF Code
35
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration
C. Qin, R. Wu, Z. Liu, X. Lin, C. Guo, H. H. Park, and C. Li
ECCV 2024
Low-level Vision PDF Code
36
JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement
Y. Wu, G. Wang, Z. Wang, Y. Yang, T. Li, M. Zhang, C. Li, and H. Shen
ACM MM 2024
Low-level Vision PDF Code
37
Generalizing ISP Model by Unsupervised Raw-to-Raw Mapping
D. Xie, C. Qiao, L. Liang, Z. Wang, T. Li, Q. Liu, C. Li, G. Wang, and Y. Yang
ACM MM 2024 Oral
Computational Imaging PDF Code
38
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators
R. Cong, W. Yang, W. Zhang, C. Li, C. Guo, Q. Huang, and S. Kwong
IEEE TIP 2023
Low-level Vision PDF Code
2023 13
39
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement
C. Li, C. Guo, M. Zhou, Z. Liang, S. Zhou, R. Feng, and C. C. Loy
ICLR 2023 Oral
Low-level Vision PDF Code
40
Underwater Ranker: Learn Which is Better and How to be Better
C. Guo, R. Wu, X. Jin, L. Han, Z. Chai, W. Zhang, and C. Li
AAAI 2023 Oral
Low-level Vision PDF Code
41
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement
Z. Liang, C. Li, S. Zhou, R. Feng, and C. C. Loy
ICCV 2023 Oral
Low-level Vision PDF Code
42
ProPainter: Improving Video Inpainting with Enhanced Propagation and Efficient Transformer
S. Zhou, C. Li, K. Chan, and C. C. Loy
ICCV 2023
Image Generation & Editing PDF Code
43
Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising
X. Jin, J. Xiao, L. Han, C. Guo, R. Zhang, X. Liu, and C. Li
ICCV 2023
Computational Imaging PDF Code
44
Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment
F. Ou, B. Chen, C. Li, S. Wang, and S. Kwong
ICCV 2023
Low-level Vision PDF Code
45
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior
Y. Dai, Y. Luo, S. Zhou, C. Li, and C. C. Loy
CVPR 2023 Highlight
Low-level Vision PDF Code
46
DNF: Decouple and Feedback Network for Seeing in the Dark
X. Jin, L. Han, Z. Li, Z. Chai, C. Guo, and C. Li
CVPR 2023 Highlight
Computational Imaging PDF Code
47
RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
R. Wu, Z. Duan, C. Guo, Z. Chai, C. Li
CVPR 2023
Low-level Vision PDF Code
48
Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera
R. Feng, C. Li, H. Chen, S. Li, J. Gu, and C. C. Loy
CVPR 2023
Low-level Vision PDF Code
49
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement
Y. Wu, C. Pan, G. Wang, Y. Yang, J. Wei, C. Li, and H. Shen
CVPR 2023
Low-level Vision PDF Code
2022 8
50
Deep Fourier Up-Sampling
M. Zhou, H. Yu, J. Huang, F. Zhao, J. Gu, C. C. Loy, D. Meng, and C. Li
NeurIPS 2022 Spotlight
Low-level Vision PDF Code
51
Towards Robust Blind Face Restoration with Codebook Lookup TransFormer
S. Zhou, K. C. K. Chan, C. Li, and C. C. Loy
NeurIPS 2022
Low-level Vision PDF Code
52
Flare7K: A Phenomenological Nighttime Flare Removal Dataset
Y. Dai, C. Li, S. Zhou, R. Feng, and C. C. Loy
NeurIPS 2022
Low-level Vision PDF Code
53
LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark
S. Zhou, C. Li, and C. C. Loy
ECCV 2022
Low-level Vision PDF Code
54
Image Dehazing Transformer with Transmission-Aware 3D Position Embedding
C. Guo, Q. Yan, S. Anwar, R. Cong, W. Ren, and C. Li
CVPR 2022
Low-level Vision PDF Code
55
Underwater Image Enhancement with Hyper-Laplacian Reflectance Priors
P. Zhuang, J. Wu, F. Porikli, and C. Li
IEEE TIP 2022
Low-level Vision PDF Code
56
Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement
W. Zhang, P. Zhuang, H. Sun, G. Li, S. Kwong, and C. Li
IEEE TIP 2022
Low-level Vision PDF Code
57
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection
R. Cong, Q. Lin, C. Zhang, C. Li, X. Cao, Q. Huang, and Y. Zhao
IEEE TIP 2022
Scene Understanding 3D PDF Code
2021 3
58
Low-Light Image and Video Enhancement Using Deep Learning: A Survey
C. Li, C. Guo, L. Han, J. Jiang, M. M. Cheng, J. Gu, and C. C. Loy
IEEE TPAMI 2021
Low-level Vision PDF Code
59
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation
C. Li, C. Guo, and C. C. Loy
IEEE TPAMI 2021
Low-level Vision PDF Code
60
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding
C. Li, S. Anwar, J. Hou, R. Cong, C. Guo, and W. Ren
IEEE TIP 2021
Low-level Vision PDF Code
≤ 2020 9
61
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, and R. Cong
CVPR 2020
Low-level Vision PDF Code
62
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection
C. Li, R. Cong, Y. Piao, Q. Xu, and C. C. Loy
ECCV 2020
Scene Understanding 3D PDF Code
63
NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal
C. Li, H. Fu, R. Cong, Z. Li, and Q. Xu
ACM MM 2020
Low-level Vision PDF Code
64
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection
Q. Zhang, R. Cong, J. Hou, C. Li, and Y. Zhao
NeurIPS 2020
Scene Understanding PDF Code
65
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images
Q. Zhang, R. Cong, C. Li, M. M. Cheng, Y. Fang, X. Cao, Y. Zhao, and S. Kwong
IEEE TIP 2020
Scene Understanding PDF Code
66
An Underwater Image Enhancement Benchmark Dataset and Beyond
C. Li, C. Guo, W. Ren, R. Cong, J. Hou, S. Kwong, and D. Tao
IEEE TIP 2019
Low-level Vision PDF Code
67
Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement
C. Li, S. Anwar, and F. Porikli
Pattern Recognition 2019
Low-level Vision PDF Code
68
Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution
C. Guo, C. Li, J. Guo, C. C. Loy, J. Hou, S. Kwong, and R. Cong
IEEE TIP 2018
Low-level Vision 3D PDF Code
69
Underwater Image Enhancement by Dehazing with Minimum Information Loss and Histogram Distribution Prior
C. Li, J. Guo, R. Cong, Y. Pang, and B. Wang
IEEE TIP 2016
Low-level Vision PDF Code
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