Chen Change Loy

80.3k total citations · 26 hit papers
211 papers, 25.7k citations indexed

About

Chen Change Loy is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Chen Change Loy has authored 211 papers receiving a total of 25.7k indexed citations (citations by other indexed papers that have themselves been cited), including 187 papers in Computer Vision and Pattern Recognition, 62 papers in Artificial Intelligence and 20 papers in Computational Mechanics. Recurrent topics in Chen Change Loy's work include Generative Adversarial Networks and Image Synthesis (45 papers), Advanced Vision and Imaging (40 papers) and Advanced Image Processing Techniques (40 papers). Chen Change Loy is often cited by papers focused on Generative Adversarial Networks and Image Synthesis (45 papers), Advanced Vision and Imaging (40 papers) and Advanced Image Processing Techniques (40 papers). Chen Change Loy collaborates with scholars based in Singapore, Hong Kong and China. Chen Change Loy's co-authors include Xiaoou Tang, Chao Dong, Kaiming He, Ziwei Liu, Kaiyang Zhou, Shaogang Gong, Jingkang Yang, Dahua Lin, Tao Xiang and Ping Luo and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and ACM Transactions on Graphics.

In The Last Decade

Chen Change Loy

201 papers receiving 25.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Image Super-Resolution Using Deep Convolutional Networks

2015 6.4k citations Chao Dong, Chen Change Loy et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Learning to Prompt for Vision-Language Models

2022 1.2k citations Kaiyang Zhou, Jingkang Yang et al. profile →
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

2020 1.2k citations Chunle Guo, Chongyi Li et al. profile →
Conditional Prompt Learning for Vision-Language Models

2022 742 citations Kaiyang Zhou, Jingkang Yang et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
EDVR: Video Restoration With Enhanced Deformable Convolutional Networks

2019 706 citations Xintao Wang, Kelvin C. K. Chan et al. profile →
Domain Generalization: A Survey

2022 662 citations Kaiyang Zhou, Ziwei Liu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Learning a Unified Classifier Incrementally via Rebalancing

2019 656 citations Chen Change Loy, Dahua Lin et al. profile →
Learning Deep Representation for Imbalanced Classification

2016 627 citations Chen Huang, Chen Change Loy et al. profile →
CARAFE: Content-Aware ReAssembly of FEatures

2019 504 citations Jiaqi Wang, Ziwei Liu et al. profile →
Region Proposal by Guided Anchoring

2019 466 citations Jiaqi Wang, Kai Chen et al. profile →
Learning Lightweight Lane Detection CNNs by Self Attention Distillation

2019 449 citations Chen Change Loy et al. profile →
Feature Mining for Localised Crowd Counting

2012 440 citations Chen Change Loy, Shaogang Gong et al. profile →
Low-Light Image and Video Enhancement Using Deep Learning: A Survey

2021 348 citations Chongyi Li, Chunle Guo et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

2020 334 citations Liming Jiang, Wayne Wu et al. profile →
From Facial Parts Responses to Face Detection: A Deep Learning Approach

2015 320 citations Chen Change Loy, Xiaoou Tang et al. profile →
Cumulative Attribute Space for Age and Crowd Density Estimation

2013 314 citations Shaogang Gong, Chen Change Loy et al. profile →
Face alignment by coarse-to-fine shape searching

2015 294 citations Chen Change Loy, Xiaoou Tang et al. profile →
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

2022 278 citations Kelvin C. K. Chan, Chen Change Loy et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
Learning Deep Representation for Face Alignment with Auxiliary Attributes

2015 270 citations Chen Change Loy, Xiaoou Tang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

2021 222 citations Wayne Wu, Chen Change Loy et al. profile →
Exploring CLIP for Assessing the Look and Feel of Images

2023 222 citations Jianyi Wang, Kelvin C. K. Chan et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →
Self-Supervised Representation Learning: Introduction, advances, and challenges

2022 215 citations Chen Change Loy et al. profile →
Focal Frequency Loss for Image Reconstruction and Synthesis

2021 205 citations Liming Jiang, Wayne Wu et al. profile →
Exploiting Diffusion Prior for Real-World Image Super-Resolution

2024 130 citations Jianyi Wang, Zongsheng Yue et al. profile →
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation

2022 120 citations Chen Change Loy et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
Transformer-Based Visual Segmentation: A Survey

2024 78 citations Xiangtai Li, Haobo Yuan et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers

Countries citing papers authored by Chen Change Loy

Since Specialization

Citations

This map shows the geographic impact of Chen Change Loy's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Chen Change Loy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chen Change Loy more than expected).

Fields of papers citing papers by Chen Change Loy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chen Change Loy. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Chen Change Loy. The network helps show where Chen Change Loy may publish in the future.

Co-authorship network of co-authors of Chen Change Loy

This figure shows the co-authorship network connecting the top 25 collaborators of Chen Change Loy. A scholar is included among the top collaborators of Chen Change Loy based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Chen Change Loy. Chen Change Loy is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Enhanced Generative Structure Prior for Chinese Text Image Super-Resolution 2025 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Xiaoming Li, Wangmeng Zuo, Chen Change Loy	0
2	MOWA: Multiple-in-One Image Warping Model 2025 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Kang Liao, (unknown), Zhonghua Wu, Chen Change Loy	0
3	Playing for 3D Human Recovery 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Zhongang Cai, Mingyuan Zhang, Jiawei Ren, (unknown), (unknown), (unknown), Haiyu Zhao, Lei Yang, Chen Change Loy, Ziwei Liu	8
4	PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), (unknown), Liming Jiang, Chen Change Loy, Weidong Cai, Wayne Wu	0
5	DifFace: Blind Face Restoration With Diffused Error Contraction 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Zongsheng Yue, Chen Change Loy	18
6	Efficient Diffusion Model for Image Restoration by Residual Shifting 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Zongsheng Yue, Jianyi Wang, Chen Change Loy	14
7	PERF: Panoramic Neural Radiance Field From a Single Panorama 2024 ·IEEE Transactions on Pattern Analysis and Machine Intelligence ·Guangcong Wang, (unknown), (unknown), Wenping Wang, Chen Change Loy, Ziwei Liu	10
8	BeautyREC: Robust, Efficient, and Component-Specific Makeup Transfer 2023 ·(unknown), Chunle Guo, (unknown), (unknown), Chen Change Loy, Chongyi Li	11
9	Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup 2023 ·Pattern Recognition ·Guodong Xu, Ziwei Liu, Chen Change Loy	21
10	Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation 2023 ·Xiangtai Li, Haobo Yuan, (unknown), Guangliang Cheng, Jiangmiao Pang, Chen Change Loy	16
11	Conditional Prompt Learning for Vision-Language Models breakdown → 2022 ·2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu	742
12	Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis 2022 ·IEEE Transactions on Circuits and Systems for Video Technology ·Linsen Song, Wayne Wu, Chaoyou Fu, Chen Change Loy, Ran He	8
13	Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory 2022 ·IEEE Transactions on Image Processing ·(unknown), Ziwei Liu, Chen Change Loy	9
14	Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network 2021 ·Ruicheng Feng, Chongyi Li, (unknown), Shuai Li, Chen Change Loy, Jinwei Gu	42
15	EDVR: Video Restoration With Enhanced Deformable Convolutional Networks breakdown → 2019 ·Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy	706
16	Optimizing Video Object Detection via a Scale-Time Lattice 2018 ·Kai Chen, Jiaqi Wang, Shuo Yang, (unknown), Yuanjun Xiong, Chen Change Loy, Dahua Lin	77
17	Discriminative Sparse Neighbor Approximation for Imbalanced Learning 2017 ·IEEE Transactions on Neural Networks and Learning Systems ·Chen Huang, Chen Change Loy, Xiaoou Tang	23
18	Local similarity-aware deep feature embedding 2016 ·Neural Information Processing Systems ·Chen Huang, Chen Change Loy, Xiaoou Tang	46
19	Constrained Clustering With Imperfect Oracles 2015 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown), Chen Change Loy, Shaogang Gong	12
20	Authenticating the Identity of Computer Users with Typing Biometrics and the Fuzzy Min-Max Neural Network( BIOMETRICS AND ITS APPLICATIONS) 2009 ·Anas Quteishat, Chee Peng Lim, Chen Change Loy, (unknown)	2

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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