Fan Liu

7.3k total citations · 2 hit papers
113 papers, 4.2k citations indexed

About

Fan Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Media Technology. According to data from OpenAlex, Fan Liu has authored 113 papers receiving a total of 4.2k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Computer Vision and Pattern Recognition, 37 papers in Artificial Intelligence and 19 papers in Media Technology. Recurrent topics in Fan Liu's work include Face and Expression Recognition (22 papers), Face recognition and analysis (15 papers) and Remote-Sensing Image Classification (14 papers). Fan Liu is often cited by papers focused on Face and Expression Recognition (22 papers), Face recognition and analysis (15 papers) and Remote-Sensing Image Classification (14 papers). Fan Liu collaborates with scholars based in China, Australia and Hong Kong. Fan Liu's co-authors include Jun Zhou, Zewen Li, Wenjie Yang, Feng Xu, Delong Chen, Jinhui Tang, Qiaolin Ye, Xin Li, Xin Lyu and Liyong Fu and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Geoscience and Remote Sensing and Environment International.

In The Last Decade

Fan Liu

98 papers receiving 4.1k citations

Hit Papers

A Survey of Convolutional Neural Networks: Analysis, Appl... 2021 2026 2022 2024 2021 2024 500 1000 1.5k 2.0k 2.5k
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.

  1. A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
    2021 2.7k citations Zewen Li, Fan Liu et al. IEEE Transactions on Neural Networks and Learning Systems profile →
  2. RemoteCLIP: A Vision Language Foundation Model for Remote Sensing
    2024 179 citations Fan Liu, Delong Chen et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Fan Liu China 22 1.4k 1.1k 487 395 319 113 4.2k
Jason Kuen United States 14 2.0k 1.4× 1.4k 1.3× 314 0.6× 462 1.2× 526 1.6× 24 5.3k
Jiuxiang Gu United States 16 2.0k 1.4× 1.6k 1.5× 287 0.6× 489 1.2× 376 1.2× 42 5.3k
Lianyang Ma China 5 1.5k 1.0× 1.2k 1.1× 270 0.6× 457 1.2× 492 1.5× 11 4.6k
Vincent Dumoulin United States 10 2.1k 1.5× 1.5k 1.4× 438 0.9× 271 0.7× 257 0.8× 15 4.8k
Bing Shuai Singapore 17 2.4k 1.6× 1.6k 1.5× 411 0.8× 491 1.2× 451 1.4× 31 5.8k
Guoqiang Zhong China 21 947 0.7× 1.1k 1.0× 236 0.5× 463 1.2× 216 0.7× 115 3.8k
Zhong‐Qiu Zhao China 20 2.6k 1.8× 964 0.9× 535 1.1× 321 0.8× 319 1.0× 72 4.8k
Ruili Wang New Zealand 36 1.8k 1.2× 1.4k 1.3× 339 0.7× 458 1.2× 295 0.9× 216 5.1k
Zhenhua Wang China 15 2.6k 1.8× 1.4k 1.3× 399 0.8× 540 1.4× 460 1.4× 50 6.0k
Athanasios Voulodimos Greece 26 1.3k 0.9× 1.0k 0.9× 241 0.5× 618 1.6× 271 0.8× 123 4.3k

Countries citing papers authored by Fan Liu

Since Specialization
Citations

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

Fields of papers citing papers by Fan Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Fan Liu

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

All Works

20 of 20 papers shown
1.
Huang, Lei, Qiannan Duan, Yuxin Liu, et al.. (2025). Artificial intelligence: A key fulcrum for addressing complex environmental health issues. Environment International. 198. 109389–109389. 5 indexed citations
2.
3.
Wang, Zhen, et al.. (2024). A method for recovering adversarial samples with both adversarial attack forensics and recognition accuracy. Computers & Security. 144. 103987–103987.
4.
5.
Wang, Ershen, Fan Liu, Jing Guo, et al.. (2024). MADRL-based UAV swarm non-cooperative game under incomplete information. Chinese Journal of Aeronautics. 37(6). 293–306. 13 indexed citations
6.
Li, Xin, Feng Xu, Yao Tong, et al.. (2024). FreqFormer: A Frequency Transformer for Semantic Segmentation of Remote Sensing Images. 1–8. 1 indexed citations
7.
Liu, Fan, et al.. (2023). Few-shot classification guided by generalization error bound. Pattern Recognition. 145. 109904–109904. 14 indexed citations
8.
Dai, Wenwen, et al.. (2023). Few-Shot Image Classification via Mutual Distillation. Applied Sciences. 13(24). 13284–13284.
9.
Liu, Fan, et al.. (2023). Few-shot Classification via Ensemble Learning with Multi-Order Statistics. Griffith Research Online (Griffith University, Queensland, Australia). 1631–1639. 1 indexed citations
10.
Yuan, Yunhao, et al.. (2023). Two-step affinity matrix learning for multi-view subspace clustering. Expert Systems with Applications. 242. 122765–122765. 10 indexed citations
11.
Liu, Fan, et al.. (2023). MEP-3M: A large-scale multi-modal E-commerce product dataset. Pattern Recognition. 140. 109519–109519. 8 indexed citations
12.
Li, Zewen, et al.. (2021). A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects. IEEE Transactions on Neural Networks and Learning Systems. 33(12). 6999–7019. 2712 indexed citations breakdown →
13.
Zhang, Yun, et al.. (2020). ImageDC: Image Data Cleaning Framework Based on Deep Learning. 748–752. 5 indexed citations
14.
Liu, Fan, et al.. (2019). Faster image super-resolution by improved frequency-domain neural networks. Signal Image and Video Processing. 14(2). 257–265. 14 indexed citations
15.
Liu, Fan, et al.. (2019). Wavelet-based residual attention network for image super-resolution. Neurocomputing. 382. 116–126. 59 indexed citations
16.
17.
Liu, Fan, et al.. (2017). Patch Based Semi-supervsied Linear Regression for Single Sample Face Recognition. 24. 62–65. 2 indexed citations
18.
Liu, Fan, Jinhui Tang, Yan Song, Xinguang Xiang, & Zhenmin Tang. (2014). Local structure based sparse representation for face recognition with single sample per person. 290. 713–717. 7 indexed citations
19.
Liu, Fan, et al.. (2013). A no-reference hybrid objective QoE evaluation for MPEG-4 encoded video. 1–3. 1 indexed citations
20.
Liu, Fan, Ajit Narayanan, & Quan Bai. (2012). Effective methods for generating collision free paths for multiple robots based on collision type (demonstration). Adaptive Agents and Multi-Agents Systems. 3. 1459–1460. 4 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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