Yuxin Ma

1.3k total citations
54 papers, 842 citations indexed

About

Yuxin Ma is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Yuxin Ma has authored 54 papers receiving a total of 842 indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Computer Vision and Pattern Recognition, 17 papers in Artificial Intelligence and 5 papers in Signal Processing. Recurrent topics in Yuxin Ma's work include Data Visualization and Analytics (27 papers), Anomaly Detection Techniques and Applications (6 papers) and Video Analysis and Summarization (5 papers). Yuxin Ma is often cited by papers focused on Data Visualization and Analytics (27 papers), Anomaly Detection Techniques and Applications (6 papers) and Video Analysis and Summarization (5 papers). Yuxin Ma collaborates with scholars based in China, United States and Hong Kong. Yuxin Ma's co-authors include Wei Chen, Ross Maciejewski, Anthony K. H. Tung, Honghui Mei, Jiazhi Xia, Jundong Li, Wei Wang, Zhigeng Pan, Xiaoxuan Pan and Ziyue Hua and has published in prestigious journals such as Physical Review Letters, International Journal of Heat and Mass Transfer and Information Sciences.

In The Last Decade

Yuxin Ma

43 papers receiving 812 citations

Author Peers

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

Author Last Decade Papers Cites
Yuxin Ma 431 364 100 82 75 54 842
Jiazhi Xia 685 1.6× 376 1.0× 136 1.4× 19 0.2× 70 0.9× 66 1.1k
Gang Fu 533 1.2× 405 1.1× 40 0.4× 68 0.8× 37 0.5× 64 1.2k
Jaeyoung Choi 254 0.6× 195 0.5× 84 0.8× 11 0.1× 22 0.3× 102 956
Sebastian Mittelstädt 296 0.7× 158 0.4× 98 1.0× 38 0.5× 10 0.1× 22 482
Karl Ni 913 2.1× 367 1.0× 131 1.3× 6 0.1× 54 0.7× 27 1.2k
Ram Ramamoorthy 146 0.3× 421 1.2× 58 0.6× 9 0.1× 52 0.7× 15 824
Li Tan 619 1.4× 303 0.8× 91 0.9× 14 0.2× 16 0.2× 85 1.0k
Bart Thomée 1.2k 2.7× 421 1.2× 114 1.1× 6 0.1× 68 0.9× 31 1.5k
Xiaojie Wang 1.0k 2.3× 1000 2.7× 58 0.6× 19 0.2× 13 0.2× 149 1.8k
Yujiu Yang 1.0k 2.3× 558 1.5× 110 1.1× 9 0.1× 16 0.2× 128 1.7k

Countries citing papers authored by Yuxin Ma

Since Specialization
Citations

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

Fields of papers citing papers by Yuxin Ma

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yuxin Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Yuxin Ma. A scholar is included among the top collaborators of Yuxin Ma 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 Yuxin Ma. Yuxin Ma 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.
Ma, Yuxin, Zherui Zhang, Ran Cheng, Yaochu Jin, & Kay Chen Tan. (2025). ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-Objective Evolutionary Algorithms [Application Notes]. IEEE Computational Intelligence Magazine. 20(1). 78–94. 1 indexed citations
2.
3.
Yu, James J. Q., et al.. (2025). CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction. IEEE Transactions on Knowledge and Data Engineering. 37(4). 1672–1687.
4.
Huang, Feng, et al.. (2025). Precise dental caries segmentation in X-rays with an attention and edge dual-decoder network. Medical & Biological Engineering & Computing. 63(8). 2259–2276.
5.
Ma, Yuxin, et al.. (2024). Surface defect inspection of industrial products with object detection deep networks: a systematic review. Artificial Intelligence Review. 57(12). 23 indexed citations
6.
Fan, Zipei, et al.. (2024). TrafPS: A shapley-based visual analytics approach to interpret traffic. Computational Visual Media. 10(6). 1101–1119.
7.
Zhu, Fang, Xufei Zhu, Xumeng Wang, Yuxin Ma, & J. L. Zhao. (2024). ATVis: Understanding and diagnosing adversarial training processes through visual analytics. Visual Informatics. 8(4). 71–84. 1 indexed citations
8.
9.
Zhang, Zherui, Fan Yang, Ran Cheng, & Yuxin Ma. (2024). ParetoTracker: Understanding Population Dynamics in Multi-Objective Evolutionary Algorithms Through Visual Analytics. IEEE Transactions on Visualization and Computer Graphics. 31(1). 820–830.
10.
Ma, Yuxin, Zhaoyang Zhang, Bin Jia, & Ying‐Jin Yuan. (2024). Automated high-throughput DNA synthesis and assembly. Heliyon. 10(6). e26967–e26967. 16 indexed citations
11.
Wang, Xingbo, Yi Ren, Zihan Yan, et al.. (2023). XNLI: Explaining and Diagnosing NLI-Based Visual Data Analysis. IEEE Transactions on Visualization and Computer Graphics. 30(7). 3813–3827. 20 indexed citations
12.
Zhang, Zherui, et al.. (2023). A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization. IEEE Transactions on Visualization and Computer Graphics. 30(1). 1–11. 6 indexed citations
13.
Fan, Lei, Yuxin Ma, A. Stewart Fotheringham, et al.. (2023). GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation. IEEE Transactions on Visualization and Computer Graphics. 30(1). 1391–1401. 5 indexed citations
14.
Yang, Fumeng, Yuxin Ma, Lane Harrison, James Tompkin, & David H. Laidlaw. (2023). How Can Deep Neural Networks Aid Visualization Perception Research? Three Studies on Correlation Judgments in Scatterplots. 1–17. 7 indexed citations
15.
Cheng, Xinfeng, Qiyang Li, Yuxin Ma, et al.. (2023). Well-Defined Shell-Sheddable Core-Crosslinked Micelles with pH and Oxidation Dual-Response for On-Demand Drug Delivery. Polymers. 15(9). 1990–1990. 6 indexed citations
16.
Chen, Wei, et al.. (2022). Explainable data transformation recommendation for automatic visualization. Frontiers of Information Technology & Electronic Engineering. 24(7). 1007–1027. 6 indexed citations
17.
Ma, Yuxin & Ross Maciejewski. (2020). Visual Analysis of Class Separations With Locally Linear Segments. IEEE Transactions on Visualization and Computer Graphics. 27(1). 241–253. 13 indexed citations
18.
Ma, Yuxin, Jake R. Nelson, Ran Wei, et al.. (2020). A Visual Analytics System for Oil Spill Response and Recovery. IEEE Computer Graphics and Applications. 41(6). 91–100. 3 indexed citations
19.
Ma, Yuxin, et al.. (2018). ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots. IEEE Transactions on Visualization and Computer Graphics. 26(3). 1562–1576. 55 indexed citations
20.
Ma, Yuxin, Wei Chen, Jiayi Xu, et al.. (2017). EasySVM: A visual analysis approach for open-box support vector machines. Computational Visual Media. 3(2). 161–175. 31 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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