Xiao Gu

1.7k total citations
63 papers, 992 citations indexed

About

Xiao Gu is a scholar working on Computer Vision and Pattern Recognition, Biomedical Engineering and Cognitive Neuroscience. According to data from OpenAlex, Xiao Gu has authored 63 papers receiving a total of 992 indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Computer Vision and Pattern Recognition, 13 papers in Biomedical Engineering and 10 papers in Cognitive Neuroscience. Recurrent topics in Xiao Gu's work include Human Pose and Action Recognition (12 papers), Image and Video Quality Assessment (12 papers) and Visual Attention and Saliency Detection (7 papers). Xiao Gu is often cited by papers focused on Human Pose and Action Recognition (12 papers), Image and Video Quality Assessment (12 papers) and Visual Attention and Saliency Detection (7 papers). Xiao Gu collaborates with scholars based in China, United Kingdom and United States. Xiao Gu's co-authors include Guang‐Zhong Yang, Ji‐Xiang Du, De-Shuang Huang, Yao Guo, Fani Deligianni, Ya Zhang, Benny Lo, Xiaofeng Wang, Li Song and Wei Chen and has published in prestigious journals such as IEEE Transactions on Image Processing, IEEE Access and IEEE Transactions on Biomedical Engineering.

In The Last Decade

Xiao Gu

55 papers receiving 972 citations

Peers

Xiao Gu

CVPR

Cristina Urdiales Spain

Qi She Hong Kong

Kensho Hara Japan

Wei Ji China

Dimitrios Kosmopoulos Greece

Bin Kang China

Maheshkumar H. Kolekar India

G. C. Nandi India

Danilo Avola Italy

Joe Yue-Hei Ng United States

Cristina Urdiales Spain

Xiao Gu

446 ×0.9

CVPR

122 ×0.5

102 ×0.6

67 ×0.5

181 ×1.8

Citations per year, relative to Xiao Gu Xiao Gu (= 1×) peers Cristina Urdiales

Countries citing papers authored by Xiao Gu

Since Specialization

Citations

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

Fields of papers citing papers by Xiao Gu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiao Gu

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

Gu, Xiao, Jianing Qiu, Lei Lu, et al.. (2025). Transforming label-efficient decoding of healthcare wearables with self-supervised learning and “embedded” medical domain expertise. Communications Engineering. 4(1). 135–135.

Liu, Xiaofeng, Chao Ma, Xiong Yang, et al.. (2025). Unsupervised Domain Adaptation With Synchronized Self-Training for Cross- Domain Motor Imagery Recognition. IEEE Journal of Biomedical and Health Informatics. 29(5). 3664–3677. 1 indexed citations

Jiang, Shengyi, Heng Zhang, Valery V. Tuchin, et al.. (2025). FS-Net collaborative flattening transformation for high performance 3D-to-2D vessel segmentation in OCTA images. Neurocomputing. 638. 130113–130113.

Xu, Jun, et al.. (2025). Nosocomial infections after acupuncture and related therapies: A systematic review of case reports and case series. World Journal of Acupuncture - Moxibustion. 35(3). 173–181.

Gowda, Shreyank N, Boyan Gao, Xiao Gu, & Xiaobo Jin. (2025). Is Temporal Prompting All We Need for Limited Labeled Action Recognition?. 682–692.

Li, Jie, Xiao Gu, Sen Qiu, et al.. (2024). A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human–Robot Collaboration. IEEE Transactions on Systems Man and Cybernetics Systems. 54(6). 3675–3693. 11 indexed citations

Gu, Xiao, et al.. (2023). Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification. IEEE Journal of Biomedical and Health Informatics. 28(2). 765–776. 9 indexed citations

Gu, Xiao, Fani Deligianni, Xiangyu Liu, et al.. (2023). Beyond Supervised Learning for Pervasive Healthcare. IEEE Reviews in Biomedical Engineering. 17. 42–62. 16 indexed citations

Qiu, Jianing, Frank P.-W. Lo, Xiao Gu, et al.. (2023). Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. IEEE Transactions on Cybernetics. 54(2). 679–692. 15 indexed citations

10.

Gu, Xiao, et al.. (2023). Old-Photo Restoration with Detail- and Structure-Enhanced Cascaded Learning. 1 indexed citations

11.

Qiu, Jianing, Lipeng Chen, Xiao Gu, et al.. (2022). Egocentric Human Trajectory Forecasting With a Wearable Camera and Multi-Modal Fusion. IEEE Robotics and Automation Letters. 7(4). 8799–8806. 9 indexed citations

12.

Zhang, Hanxiao, Liang Chen, Xiao Gu, et al.. (2022). Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT. Medical Image Analysis. 83. 102627–102627. 12 indexed citations

13.

Shi, Peilun, Jianing Qiu, Frank P.-W. Lo, et al.. (2022). Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning. 9. 1–4. 2 indexed citations

14.

Liu, Jian, Wenbo Lu, Ye Yuan, et al.. (2022). Fixed Point Attractor Theory Bridges Structure and Function in C. elegans Neuronal Network. Frontiers in Neuroscience. 16. 808824–808824. 1 indexed citations

15.

Gu, Xiao, Yao Guo, Guang‐Zhong Yang, & Benny Lo. (2021). Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. IEEE Journal of Biomedical and Health Informatics. 26(3). 1034–1044. 7 indexed citations

16.

Qiu, Jianing, Frank P.-W. Lo, Xiao Gu, et al.. (2021). Indoor Future Person Localization from an Egocentric Wearable Camera. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 8586–8592. 4 indexed citations

17.

Gu, Xiao, Yao Guo, Fani Deligianni, Benny Lo, & Guang‐Zhong Yang. (2020). Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition. IEEE Transactions on Neural Networks and Learning Systems. 32(2). 546–560. 49 indexed citations

18.

Gu, Xiao, et al.. (2020). Unsupervised Domain Adaptation for Position-Independent IMU Based Gait Analysis. Spiral (Imperial College London). 1–4. 6 indexed citations

19.

Che, Zhaohui, Guangtao Zhai, Ke Gu, et al.. (2018). Adaptive Screen Content Image Enhancement Strategy using Layer-based Segmentation. SPIRE - Sciences Po Institutional REpository. 25. 1–5. 2 indexed citations

20.

Wang, Kai, Jun Zhou, Ning Liu, & Xiao Gu. (2016). Stereoscopic images quality assessment based on deep learning. 26. 1–4. 3 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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