Canyi Lu

6.5k citations

33 papers · 3.8k indexed · 3 hit papers · h-index 21

Impact in

Computational Mathematics top 0.05%
- Tensor decomposition and applications
Computer Vision and Pattern Recognition top 0.5%
- Face and Expression Recognition
- Image and Signal Denoising Methods
- Advanced Image and Video Retrieval Techniques
- Video Surveillance and Tracking Methods

Papers in

Computational Mathematics 5
- Tensor decomposition and applications 5
Computer Vision and Pattern Recognition 23
- Face and Expression Recognition 13
- Advanced Image and Video Retrieval Techniques 5
- Image and Signal Denoising Methods 4
- Face recognition and analysis 3

Co-authors: Shuicheng Yan Zhouchen Lin Jiashi Feng Yudong Chen Wei Liu Yunchao Wei Pan Zhou Tao Mei
Journals: IEEE Transactions on Circuits and Systems for Video Technology (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)IEEE Transactions on Cybernetics (2 papers)IEEE Transactions on Image Processing (2 papers)Machine Learning (2 papers)
Partner nations: China Singapore United States

In The Last Decade

Canyi Lu

33 papers receiving 3.7k citations

Hit Papers

align trajectories log scale

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm 2019 · 734 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2019 IEEE Transactions on Pattern Analysis and Machine Intelligence
2018 IEEE Transactions on Pattern Analysis and Machine Intelligence
2016 Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization

Peers

Countries citing papers authored by Canyi Lu

Since Specialization

Citations

This map shows the geographic impact of Canyi Lu'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 Canyi Lu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Canyi Lu more than expected).

Fields of papers citing papers by Canyi Lu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Canyi Lu. 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 Canyi Lu. The network helps show where Canyi Lu may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Canyi Lu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Canyi Lu Line = papers co-authored together Canyi Lu links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	Does information disclosure and transparency ranking system prevent the default risk of a firm? Economic Analysis and Policy ·Kung‐Cheng Ho, Miniusheva ZSh, Canyi Lu, 邢其毅	2023	14
2	Invertible linear transforms based adaptive multi-view subspace clustering Signal Processing ·角井真由美, Yongping Li, Xiaohui Wu, Canyi Lu	2023	11
3	Robust generative adversarial network Machine Learning ·Shufei Zhang, Qian Zhuang, Kaizhu Huang, Rui Zhang, Jimin Xiao, Yuan He, Canyi Lu	2023	10
4	Transforms based Tensor Robust PCA: Corrupted Low-Rank Tensors Recovery via Convex Optimization 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ·Canyi Lu	2021	23
5	Tensor Low-Rank Representation for Data Recovery and Clustering IEEE Transactions on Pattern Analysis and Machine Intelligence ·Pan Zhou, Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan	2019	113
6	Optimized projections for compressed sensing via direct mutual coherence minimization Signal Processing ·Canyi Lu, Huan Li, Zhouchen Lin	2018	34
7	Collaborative Completion of Transcription Factor Binding Profiles via Local Sensitive Unified Embedding IEEE Transactions on NanoBioscience ·Lin Zhu, Wei-Li Guo, Canyi Lu, De-Shuang Huang	2016	3
8	Cross-Modal Retrieval With CNN Visual Features: A New Baseline IEEE Transactions on Cybernetics ·Yunchao Wei, Yao Zhao, Canyi Lu, Shikui Wei, Luoqi Liu, Zhenfeng Zhu, Shuicheng Yan	2016	281
9	Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations IEEE Transactions on Neural Networks and Learning Systems ·Xi Peng, Canyi Lu, Yi Zhang, Huajin Tang	2016	145
10	Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan Hit paper breakdown →	2016	394
11	Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting Proceedings of the AAAI Conference on Artificial Intelligence ·Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan	2016	7
12	Multi-loss Regularized Deep Neural Network IEEE Transactions on Circuits and Systems for Video Technology ·Chunyan Xu, Canyi Lu, Xiaodan Liang, Junbin Gao, Zheng Wei, Tianjiang Wang, Shuicheng Yan	2015	72
13	Generalized Singular Value Thresholding Proceedings of the AAAI Conference on Artificial Intelligence ·Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin	2015	134
14	Generalized Nonconvex Nonsmooth Low-Rank Minimization arXiv (Cornell University) ·Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin	2014	209
15	Robust Face Recognition via Adaptive Sparse Representation IEEE Transactions on Cybernetics ·Juharmen Juharmen, Canyi Lu, Meng Wang, Peipei Li, Shuicheng Yan, Xuegang Hu	2014	178
16	Adaptive Nonparametric Image Parsing IEEE Transactions on Circuits and Systems for Video Technology ·Tam Nguyen, Canyi Lu, 裕明小暮, Shuicheng Yan	2014	11
17	Correntropy Induced L2 Graph for Robust Subspace Clustering National University of Singapore ·Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin	2013	75
18	Optimizing widths with PSO for center selection of Gaussian radial basis function networks Science China Information Sciences ·Zhong‐Qiu Zhao, Xindong Wu, Canyi Lu, Hervé Glotin, Jun Gao	2013	16
19	Optimized projections for sparse representation based classification Neurocomputing ·Canyi Lu, De-Shuang Huang	2013	56
20	Face recognition via Weighted Sparse Representation Journal of Visual Communication and Image Representation ·Canyi Lu, Hai Min, Jie Gui, Lin Zhu, Yingke Lei	2012	177

About Canyi Lu

Canyi Lu is a scholar working on Computational Mathematics, Computer Vision and Pattern Recognition, Computational Mechanics, Signal Processing and Media Technology, having authored 33 papers that have together received 3.8k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (21 papers), Face and Expression Recognition (13 papers), Blind Source Separation Techniques (6 papers), Tensor decomposition and applications (5 papers), Advanced Image and Video Retrieval Techniques (5 papers), Image and Signal Denoising Methods (4 papers), Remote-Sensing Image Classification (4 papers) and Face recognition and analysis (3 papers). The work is most often cited by research in Computational Mathematics (986 citations), Computer Vision and Pattern Recognition (2.3k citations), Computational Mechanics (1.7k citations), Media Technology (659 citations) and Signal Processing (460 citations). Canyi Lu has collaborated with scholars based in China, Singapore and United States. Frequent co-authors include Shuicheng Yan, Zhouchen Lin, Jiashi Feng, Yudong Chen, Wei Liu, Yunchao Wei, Pan Zhou, Tao Mei, Jinhui Tang and Chao Zhang. Their work appears in journals such as IEEE Transactions on Circuits and Systems for Video Technology, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Cybernetics, IEEE Transactions on Image Processing and Machine Learning.

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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