Xuelong Li

62.1k total citations · 35 hit papers
773 papers, 46.5k citations indexed

About

Xuelong Li is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Xuelong Li has authored 773 papers receiving a total of 46.5k indexed citations (citations by other indexed papers that have themselves been cited), including 610 papers in Computer Vision and Pattern Recognition, 163 papers in Artificial Intelligence and 156 papers in Media Technology. Recurrent topics in Xuelong Li's work include Advanced Image and Video Retrieval Techniques (198 papers), Face and Expression Recognition (161 papers) and Image Retrieval and Classification Techniques (133 papers). Xuelong Li is often cited by papers focused on Advanced Image and Video Retrieval Techniques (198 papers), Face and Expression Recognition (161 papers) and Image Retrieval and Classification Techniques (133 papers). Xuelong Li collaborates with scholars based in China, United Kingdom and Singapore. Xuelong Li's co-authors include Dacheng Tao, Feiping Nie, Xinbo Gao, Xindong Wu, Ling Shao, Xiaoqiang Lu, Stephen J. Maybank, Shichao Zhang, Dacheng Tao and Xiaofeng Zhu and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Physical Review Letters and Bioinformatics.

In The Last Decade

Xuelong Li

744 papers receiving 45.4k 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.

Computer vision and pattern recognition

2007 1.6k citations Xuelong Li et al. profile →
Efficient kNN Classification With Different Numbers of Nearest Neighbors

2017 988 citations Xuelong Li et al. IEEE Transactions on Neural Networks and Learning Systems profile →
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

2007 898 citations Dacheng Tao, Xuelong Li et al. profile →
A Survey of Sparse Representation: Algorithms and Applications

2015 813 citations Xuelong Li et al. profile →
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial

2014 694 citations Xuelong Li et al. profile →
Asymmetric bagging and random subspace for support vector machines-based relevance feedback in image retrieval

2006 688 citations Xuelong Li et al. profile →
Transfer Learning for Visual Categorization: A Survey

2014 670 citations Xuelong Li et al. IEEE Transactions on Neural Networks and Learning Systems profile →
Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

2013 601 citations Xuelong Li et al. profile →
Scene Classification With Recurrent Attention of VHR Remote Sensing Images

2018 526 citations Xuelong Li et al. profile →
Geometric Mean for Subspace Selection

2009 491 citations Xuelong Li et al. profile →
Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression

2012 466 citations Xuelong Li et al. profile →
Multi-view Subspace Clustering

2015 463 citations Feiping Nie, Xuelong Li et al. Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics) profile →
Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours

2017 441 citations Feiping Nie, Xuelong Li et al. profile →
Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection

2013 429 citations Feiping Nie, Xuelong Li et al. IEEE Transactions on Cybernetics profile →
Self-weighted Multiview Clustering with Multiple Graphs

2017 423 citations Feiping Nie, Xuelong Li et al. profile →
Constrained Nonnegative Matrix Factorization for Image Representation

2011 400 citations Xuelong Li et al. profile →
PixelLink: Detecting Scene Text via Instance Segmentation

2018 389 citations Xuelong Li et al. profile →
A survey of graph edit distance

2009 378 citations Dacheng Tao, Xuelong Li et al. profile →
Learning k for kNN Classification

2017 364 citations Xuelong Li et al. ACM Transactions on Intelligent Systems and Technology profile →
Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval

2017 362 citations Xuelong Li et al. profile →
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search

2012 357 citations Xuelong Li et al. profile →
CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion

2017 337 citations Junwei Han, Hao Chen et al. IEEE Transactions on Cybernetics profile →
Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification

2017 320 citations Feiping Nie, Xuelong Li et al. profile →
Parameter-free auto-weighted multiple graph learning: a framework for multiview clustering and semi-supervised classification

2016 317 citations Feiping Nie, Xuelong Li et al. Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics) profile →
From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms

2013 303 citations Xuelong Li et al. IEEE Transactions on Cybernetics profile →
Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues

2016 303 citations Xuelong Li et al. profile →
Blind Image Quality Assessment via Deep Learning

2014 295 citations Dacheng Tao, Xuelong Li et al. IEEE Transactions on Neural Networks and Learning Systems profile →
Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

2016 292 citations Xuelong Li et al. IEEE Transactions on Neural Networks and Learning Systems profile →
Detection of Co-salient Objects by Looking Deep and Wide

2016 277 citations Junwei Han, Xuelong Li et al. profile →
Lazy Random Walks for Superpixel Segmentation

2014 277 citations Xuelong Li et al. profile →
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation

2015 273 citations Xuelong Li et al. profile →
Punishment diminishes the benefits of network reciprocity in social dilemma experiments

2017 249 citations Xuelong Li, Zhen Wang et al. profile →
Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion

2022 163 citations Honghui Yang, Xuelong Li et al. profile →
Variational Positive-Incentive Noise: How Noise Benefits Models

2025 17 citations Xuelong Li et al. profile →
Enhance Vision-Language Alignment with Noise

2025 15 citations Xuelong Li et al. profile →

Peers

Countries citing papers authored by Xuelong Li

Since Specialization

Citations

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

Fields of papers citing papers by Xuelong Li

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xuelong Li

This figure shows the co-authorship network connecting the top 25 collaborators of Xuelong Li. A scholar is included among the top collaborators of Xuelong Li 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 Xuelong Li. Xuelong Li is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Diffusion-driven lensless fiber endomicroscopic quantitative phase imaging toward digital pathology 2025 ·Zhaoqing Chen, Jiawei Sun, Xibin Yang, (unknown), Bin Zhao, Xuelong Li, Jürgen Czarske	0
2	An efficient structure-driven multiplex network dismantling approach based on network percolation 2024 ·Expert Systems with Applications ·(unknown), (unknown), (unknown), Zhen Wang, Xuelong Li	0
3	Robust multilayer bootstrap networks in ensemble for unsupervised representation learning and clustering 2024 ·Pattern Recognition ·Xiaolei Zhang, Xuelong Li	0
4	Dual Prompt Tuning based Contrastive Learning for Hierarchical Text Classification 2024 ·(unknown), (unknown), Jie Zhang, (unknown), (unknown), Xuelong Li, Shuangyong Song	4
5	Exosomes derived from 3D-cultured MSCs alleviate knee osteoarthritis by promoting M2 macrophage polarization through miR-365a-5p and inhibiting TLR2/Myd88/NF-κB pathway 2024 ·Chemical Engineering Journal ·Lei Yan, (unknown), Songyan Li, Jiao Jiao Li, Guangyuan Du, Xuelong Li, Jing Zhang, Xiaoke Li, (unknown), (unknown), Ruoqi Li, Na Kong, Wei Liu, Yanan Du, Bin Wang	11
6	Fast semi-supervised classification based on anchor graph 2024 ·Information Sciences ·(unknown), Weizhong Yu, Feiping Nie, Xuelong Li	0
7	Computational ghost imaging in turbulent water based on self-supervised information extraction network 2023 ·Optics & Laser Technology ·Yifan Chen, Zhe Sun, (unknown), Xuelong Li	16
8	多特征融合的敦煌古籍残片自动缀合 2023 ·Journal of Image and Graphics ·(unknown), Xuelong Li, (unknown), Ge Gao, Yu Weng	1
9	Robust rank-one matrix completion with rank estimation 2023 ·Pattern Recognition ·Ziheng Li, Feiping Nie, Rong Wang, Xuelong Li	7
10	Underwater ghost imaging with pseudo-Bessel-ring modulation pattern 2023 ·Chinese Optics Letters ·Zhe Sun, (unknown), (unknown), Jiang Wang, Guanghua Cheng, Xuelong Li	6
11	An efficient semi-supervised balanced cut with hard pairwise constraints and partial labels 2023 ·Knowledge-Based Systems ·Weizhong Yu, (unknown), Feiping Nie, Xuelong Li	2
12	Gait feature learning via spatio-temporal two-branch networks 2023 ·Pattern Recognition ·Yifan Chen, Xuelong Li	10
13	Suppress-and-Refine Framework for End-to-End 3d Object Detection 2022 ·SSRN Electronic Journal ·(unknown), Guodong Xu, Honghui Yang, Minghao Chen, Xuelong Li, (unknown), Binbin Lin	3
14	Semisupervised Learning With Parameter-Free Similarity of Label and Side Information 2018 ·IEEE Transactions on Neural Networks and Learning Systems ·Rui Zhang, Feiping Nie, Xuelong Li	15
15	Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization 2018 ·ACM Transactions on Intelligent Systems and Technology ·Xuelong Li, (unknown), Yongsheng Dong	13
16	Weakly Supervised Object Detection via Object-Specific Pixel Gradient 2018 ·IEEE Transactions on Neural Networks and Learning Systems ·Yunhang Shen, Rongrong Ji, Changhu Wang, Xi Li, Xuelong Li	49
17	2.5-D Extended Field-of-View Ultrasound 2017 ·IEEE Transactions on Medical Imaging ·Qinghua Huang, (unknown), Xuelong Li	25
18	CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion breakdown → 2017 ·IEEE Transactions on Cybernetics ·Junwei Han, Hao Chen, Nian Liu, Chenggang Yan, Xuelong Li	337
19	Deep semantic understanding of high resolution remote sensing image 2016 ·Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics) ·Bo Qu, Xuelong Li, Dacheng Tao, Xiaoqiang Lu	227
20	Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks 2016 ·IEEE Transactions on Neural Networks and Learning Systems ·Nian Liu, Junwei Han, Tianming Liu, Xuelong Li	79

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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