Xiaochen Yang

1.6k total citations · 2 hit papers
62 papers, 982 citations indexed

About

Xiaochen Yang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Mechanical Engineering. According to data from OpenAlex, Xiaochen Yang has authored 62 papers receiving a total of 982 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Computer Vision and Pattern Recognition, 14 papers in Artificial Intelligence and 12 papers in Mechanical Engineering. Recurrent topics in Xiaochen Yang's work include Membrane Separation and Gas Transport (10 papers), Domain Adaptation and Few-Shot Learning (9 papers) and Graphene research and applications (5 papers). Xiaochen Yang is often cited by papers focused on Membrane Separation and Gas Transport (10 papers), Domain Adaptation and Few-Shot Learning (9 papers) and Graphene research and applications (5 papers). Xiaochen Yang collaborates with scholars based in China, United Kingdom and United States. Xiaochen Yang's co-authors include Yan Dai, Wenji Zheng, Zhanyu Ma, Xiaoxu Li, Yuan Xi, Xuehua Ruan, Gaohong He, Weixin Guan, Xiaoming Yan and Chen‐Yuan Dong and has published in prestigious journals such as Science, Nature Communications and Journal of the American Statistical Association.

In The Last Decade

Xiaochen Yang

54 papers receiving 968 citations

Hit Papers

Deep metric learning for few-shot image classification: A... 2023 2026 2024 2025 2023 2023 40 80 120
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. Deep metric learning for few-shot image classification: A Review of recent developments
    2023 120 citations Xiaoxu Li, Xiaochen Yang et al. Pattern Recognition profile →
  2. Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images
    2023 99 citations Bingxin Zhao, Tengfei Li et al. Science profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Xiaochen Yang China 15 400 250 172 128 122 62 982
Guoqing Li China 19 117 0.3× 236 0.9× 50 0.3× 59 0.5× 85 0.7× 72 913
Haiyan Jiang China 19 235 0.6× 254 1.0× 38 0.2× 17 0.1× 71 0.6× 69 891
Chong Tian China 17 365 0.9× 208 0.8× 55 0.3× 15 0.1× 44 0.4× 78 1.2k
Mei Yang China 26 322 0.8× 196 0.8× 12 0.1× 83 0.6× 200 1.6× 88 1.5k
Woosung Choi South Korea 17 730 1.8× 256 1.0× 98 0.6× 16 0.1× 52 0.4× 98 1.4k
Kazuyuki Ito Japan 20 355 0.9× 210 0.8× 37 0.2× 20 0.2× 46 0.4× 139 1.2k
Xueyang Wang China 19 444 1.1× 157 0.6× 33 0.2× 481 3.8× 56 0.5× 70 2.0k
Shuang Qiu China 18 246 0.6× 36 0.1× 54 0.3× 144 1.1× 49 0.4× 50 1.0k

Countries citing papers authored by Xiaochen Yang

Since Specialization
Citations

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

Fields of papers citing papers by Xiaochen Yang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaochen Yang

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaochen Yang. A scholar is included among the top collaborators of Xiaochen Yang 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 Xiaochen Yang. Xiaochen Yang 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.
Yang, Xiaochen, et al.. (2025). PUAL: A classifier on trifurcate positive-unlabelled data. Neurocomputing. 637. 130080–130080. 1 indexed citations
2.
Li, Xiaoxu, Song Xue, Jiyang Xie, et al.. (2025). Interactive triplet attention for few-shot fine-grained image classification. Neurocomputing. 655. 131377–131377.
3.
Li, Xiaoxu, et al.. (2025). CDN4: A cross-view Deep Nearest Neighbor Neural Network for fine-grained few-shot classification. Pattern Recognition. 163. 111466–111466. 3 indexed citations
4.
Yang, Xiaochen, Weiqiang Zhao, Jiayao Ma, et al.. (2025). Threefold Möbius Machine. Advanced Functional Materials. 35(23). 1 indexed citations
5.
Li, F.B., Bin Jiang, Xiaochen Yang, et al.. (2025). High-performance aptapipette sensor for ultrasensitive and specific detection of perfluorooctanoic acid in environmental water samples. Analytical Methods. 17(43). 8754–8763. 1 indexed citations
6.
Zhou, Zeyu, Ziyu Zhao, Xiaochen Yang, et al.. (2024). Improving the performance and long-term durability of high-temperature PEMFCs: A polyvinylpyrrolidone grafting modification strategy of polybenzimidazole membrane. Journal of Membrane Science. 710. 123135–123135. 11 indexed citations
7.
Dai, Yan, Xiaochen Yang, Miao Yu, et al.. (2024). Synergistic improvement in gas separation performance of MMMs by porogenic action and strong molecular forces of ZIF-93. Separation and Purification Technology. 345. 127214–127214. 8 indexed citations
8.
Bai, Di, Shuo Ma, Xiaochen Yang, et al.. (2024). A recommendation model for optimizing transfer learning hyper-parameter settings in building heat load prediction with limited data samples. Energy and Buildings. 325. 115021–115021. 2 indexed citations
9.
Li, Xiaoxu, et al.. (2024). Self-reconstruction network for fine-grained few-shot classification. Pattern Recognition. 153. 110485–110485. 15 indexed citations
10.
Zhao, Bingxin, Zirui Fan, Juan Shu, et al.. (2024). Eye-brain connections revealed by multimodal retinal and brain imaging genetics. Nature Communications. 15(1). 6064–6064. 25 indexed citations
11.
Nian, Fuzhong, Xiaochen Yang, & Zheming Wang. (2023). Emotion spreading carried by emoji in social network. Social Network Analysis and Mining. 13(1).
12.
Zhao, Bingxin, Tengfei Li, Zirui Fan, et al.. (2023). Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images. Science. 380(6648). abn6598–abn6598. 99 indexed citations breakdown →
13.
Li, Xiaoxu, et al.. (2023). Deep metric learning for few-shot image classification: A Review of recent developments. Pattern Recognition. 138. 109381–109381. 120 indexed citations breakdown →
14.
Yang, Xiaochen, et al.. (2022). Toward Certified Robustness of Distance Metric Learning. IEEE Transactions on Neural Networks and Learning Systems. 35(3). 3834–3844. 2 indexed citations
15.
Yang, Xiaochen, et al.. (2020). Generalization Bound of Gradient Descent for Non-Convex Metric Learning. ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam). 33. 9794–9805. 2 indexed citations
16.
Wang, Yujiang, et al.. (2019). Learning Local Metrics and Influential Regions for Classification. IEEE Transactions on Pattern Analysis and Machine Intelligence. 42(6). 1522–1529. 12 indexed citations
17.
Yang, Xiaochen. (2011). A Continuous Facial Motion Control System of Facial Expression Robot. Micromotors.
18.
Yang, Xiaochen, et al.. (2009). Review of the development of public sports services in China. journal of physical education. 16(6). 20–24. 4 indexed citations
19.
Yang, Xiaochen. (2009). Framework of public sport service in China. 1 indexed citations
20.
Yang, Xiaochen. (2007). On the Conception and Theories of Public Sports Service. Journal of Tianjin University Science and Technology. 1 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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