Bingyan Liu

55 total papers · 763 total citations
29 papers, 367 citations indexed

About

Bingyan Liu is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications. According to data from OpenAlex, Bingyan Liu has authored 29 papers receiving a total of 367 indexed citations (citations by other indexed papers that have themselves been cited), including 21 papers in Artificial Intelligence, 7 papers in Computer Vision and Pattern Recognition and 2 papers in Computer Networks and Communications. Recurrent topics in Bingyan Liu's work include Privacy-Preserving Technologies in Data (10 papers), Domain Adaptation and Few-Shot Learning (5 papers) and Adversarial Robustness in Machine Learning (5 papers). Bingyan Liu is often cited by papers focused on Privacy-Preserving Technologies in Data (10 papers), Domain Adaptation and Few-Shot Learning (5 papers) and Adversarial Robustness in Machine Learning (5 papers). Bingyan Liu collaborates with scholars based in China, Singapore and Spain. Bingyan Liu's co-authors include Xiangqun Chen, Yao Guo, Yuanchun Li, Yawen Li, Yunxin Liu, Li Ding, Ding Li, Ziqi Zhang, Qiang Wang and Kaitai Liang and has published in prestigious journals such as Nature Communications, Chemical Communications and Neurocomputing.

In The Last Decade

Bingyan Liu

26 papers receiving 359 citations

Hit Papers

Recent advances on federa... 2024 2026 2024 10 20 30 40 50
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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Recent advances on federated learning: A systematic survey
    2024 52 citations Bingyan Liu, Yawen Li et al. Neurocomputing profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Bingyan Liu 225 67 61 52 44 29 367
Li Hu 211 0.9× 88 1.3× 49 0.8× 41 0.8× 57 1.3× 27 343
Huadong Wang 274 1.2× 75 1.1× 62 1.0× 44 0.8× 33 0.8× 29 408
Behrooz Masoumi 158 0.7× 85 1.3× 80 1.3× 50 1.0× 34 0.8× 44 365
Zhaotong Li 187 0.8× 61 0.9× 52 0.9× 107 2.1× 39 0.9× 24 345
Xiaomin Ouyang 269 1.2× 132 2.0× 91 1.5× 32 0.6× 73 1.7× 19 410
David F. Barrero 165 0.7× 93 1.4× 57 0.9× 93 1.8× 37 0.8× 41 351
Muzammil Khan 153 0.7× 76 1.1× 59 1.0× 124 2.4× 32 0.7× 49 407
Hui Zhang 130 0.6× 45 0.7× 58 1.0× 81 1.6× 20 0.5× 33 361
Mikko Honkala 74 0.3× 54 0.8× 54 0.9× 69 1.3× 65 1.5× 41 377
Varun Chandrasekaran 322 1.4× 95 1.4× 55 0.9× 64 1.2× 19 0.4× 18 433

Countries citing papers authored by Bingyan Liu

Since Specialization
Citations

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

Fields of papers citing papers by Bingyan Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bingyan Liu

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

All Works

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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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