Dong Xu

24.9k total citations · 10 hit papers
221 papers, 15.8k citations indexed

About

Dong Xu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Dong Xu has authored 221 papers receiving a total of 15.8k indexed citations (citations by other indexed papers that have themselves been cited), including 171 papers in Computer Vision and Pattern Recognition, 64 papers in Artificial Intelligence and 20 papers in Signal Processing. Recurrent topics in Dong Xu's work include Advanced Image and Video Retrieval Techniques (57 papers), Human Pose and Action Recognition (46 papers) and Domain Adaptation and Few-Shot Learning (36 papers). Dong Xu is often cited by papers focused on Advanced Image and Video Retrieval Techniques (57 papers), Human Pose and Action Recognition (46 papers) and Domain Adaptation and Few-Shot Learning (36 papers). Dong Xu collaborates with scholars based in China, Singapore and Australia. Dong Xu's co-authors include Shuicheng Yan, Hao Zhang, Stephen Lin, Benyu Zhang, Qiang Yang, Ivor W. Tsang, Lixin Duan, Wen Li, Ling Shao and Wanli Ouyang and has published in prestigious journals such as Bioinformatics, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Dong Xu

215 papers receiving 15.4k 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.

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction

2006 2.2k citations Shuicheng Yan, Dong Xu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Enhanced Computer Vision With Microsoft Kinect Sensor: A Review

2013 969 citations Dong Xu et al. profile →
Generalized Latent Multi-View Subspace Clustering

2018 558 citations Changqing Zhang, Huazhu Fu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

2018 482 citations Junwei Han, Dingwen Zhang et al. profile →
DVC: An End-To-End Deep Video Compression Framework

2019 405 citations Dong Xu et al. profile →
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates

2017 367 citations Dong Xu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection

2018 343 citations Junwei Han, Dong Xu et al. IEEE Transactions on Image Processing profile →
Collaborative and Adversarial Network for Unsupervised Domain Adaptation

2018 335 citations Wen Li, Dong Xu et al. profile →
A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback

2011 334 citations Yi Yang, Feiping Nie et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Salient Object Detection via Integrity Learning

2022 256 citations Dingwen Zhang, Dong Xu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers

Dong Xu

CVPR

Yun Fu United States

Yihong Gong China

Hanqing Lu China

Changshui Zhang China

Tao Mei China

Larry S. Davis United States

Jiwen Lu China

Qi Tian China

Vittorio Ferrari Switzerland

Konstantinos N. Plataniotis Canada

Yun Fu United States

Dong Xu

13.4k ×1.1

CVPR

6.7k ×1.3

3.3k ×1.7

1.3k ×0.9

1.4k ×1.1

Citations per year, relative to Dong Xu Dong Xu (= 1×) peers Yun Fu

Countries citing papers authored by Dong Xu

Since Specialization

Citations

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

Fields of papers citing papers by Dong Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dong Xu

This figure shows the co-authorship network connecting the top 25 collaborators of Dong Xu. A scholar is included among the top collaborators of Dong Xu 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 Dong Xu. Dong Xu 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

Zhang, Jing, et al.. (2025). Diffusion Model is Secretly a Training-Free Open Vocabulary Semantic Segmenter. IEEE Transactions on Image Processing. 34. 1895–1907. 4 indexed citations

Chen, Zhenghao, et al.. (2023). Neural Video Compression with Spatio-Temporal Cross-Covariance Transformers. Repository for Publications and Research Data (ETH Zurich). 8543–8551. 8 indexed citations

Li, Changsheng, et al.. (2022). Structure Guided Deep Neural Network for Unsupervised Active Learning. IEEE Transactions on Image Processing. 31. 2767–2781. 11 indexed citations

Liao, Yue, Si Liu, Guanbin Li, et al.. (2021). Human-Centric Spatio-Temporal Video Grounding With Visual Transformers. IEEE Transactions on Circuits and Systems for Video Technology. 32(12). 8238–8249. 57 indexed citations

Gandomkar, Ziba, Ernest Ekpo, Seyedamir Tavakoli Taba‬, et al.. (2021). Global processing provides malignancy evidence complementary to the information captured by humans or machines following detailed mammogram inspection. Scientific Reports. 11(1). 20122–20122. 11 indexed citations

Zhang, Changqing, Huazhu Fu, Qinghua Hu, et al.. (2018). Generalized Latent Multi-View Subspace Clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(1). 86–99. 558 indexed citations breakdown →

Zhang, Dingwen, Junwei Han, Le Yang, & Dong Xu. (2018). SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(2). 475–489. 92 indexed citations

Liu, Feng, et al.. (2016). [Relationship between morphological traits and body mass of Miichthys miiuy].. PubMed. 27(12). 4059–4066. 1 indexed citations

Sun, Qian & Dong Xu. (2014). Self-calibration of multi-camera networks without feature correspondence between different cameras. Optik. 125(13). 3331–3336. 9 indexed citations

10.

Xu, Yanwu, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, & Dong Xu. (2013). Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening. Lecture notes in computer science. 16(Pt 3). 445–452. 42 indexed citations

11.

Liu, Huiying, Dong Xu, Qingming Huang, et al.. (2013). Semantically-Based Human Scanpath Estimation with HMMs. 3232–3239. 33 indexed citations

12.

Hoi, Steven C. H., Michal Jacovi, Ioannis Kompatsiaris, et al.. (2011). Proceedings of the 3rd ACM SIGMM international workshop on Social media.

13.

Xu, Yanwu, Dong Xu, Stephen Lin, et al.. (2011). Detection of Sudden Pedestrian Crossings for Driving Assistance Systems. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics). 42(3). 729–739. 64 indexed citations

14.

Yang, Yi, Feiping Nie, Dong Xu, et al.. (2011). A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback. IEEE Transactions on Pattern Analysis and Machine Intelligence. 34(4). 723–742. 334 indexed citations breakdown →

15.

Li, Jia, Dong Xu, & Wen Gao. (2011). Removing Label Ambiguity in Learning-Based Visual Saliency Estimation. IEEE Transactions on Image Processing. 21(4). 1513–1525. 20 indexed citations

16.

Huang, Yizhong, Michael S. Brown, & Dong Xu. (2010). User-Assisted Ink-Bleed Reduction. IEEE Transactions on Image Processing. 19(10). 2646–2658. 27 indexed citations

17.

Nie, Feiping, Dong Xu, Ivor W. Tsang, & Changshui Zhang. (2009). Spectral embedded clustering. UTS ePRESS (University of Technology Sydney). 1181–1186. 49 indexed citations

18.

Xu, Dong, Shuicheng Yan, Stephen Lin, Thomas S. Huang, & Shih‐Fu Chang. (2009). Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(10). 1913–1920. 26 indexed citations

19.

Boll, Susanne, Steven C. H. Hoi, Jiebo Luo, et al.. (2009). Proceedings of the first SIGMM workshop on Social media. 1 indexed citations

20.

Xu, Dong & Shih‐Fu Chang. (2008). Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence. 30(11). 1985–1997. 87 indexed citations

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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