Junbo Ma

559 total citations
18 papers, 328 citations indexed

About

Junbo Ma is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, Junbo Ma has authored 18 papers receiving a total of 328 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 5 papers in Computer Vision and Pattern Recognition and 5 papers in Cognitive Neuroscience. Recurrent topics in Junbo Ma's work include Advanced Graph Neural Networks (7 papers), Functional Brain Connectivity Studies (4 papers) and Graph Theory and Algorithms (3 papers). Junbo Ma is often cited by papers focused on Advanced Graph Neural Networks (7 papers), Functional Brain Connectivity Studies (4 papers) and Graph Theory and Algorithms (3 papers). Junbo Ma collaborates with scholars based in China, New Zealand and United States. Junbo Ma's co-authors include Xiaofeng Zhu, Yonghua Zhu, Changan Yuan, Jiangzhang Gan, Rongyao Hu, Ziwen Peng, Guorong Wu, Guoqiu Wen, Wanting Ji and Ruili Wang and has published in prestigious journals such as IEEE Transactions on Medical Imaging, Pattern Recognition and Information Sciences.

In The Last Decade

Junbo Ma

18 papers receiving 327 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Junbo Ma China	9	187	112	60	34	33	18	328
R Devon Hjelm United States	8	308 1.6×	193 1.7×	94 1.6×	39 1.1×	16 0.5×	14	484
Luping Liu China	12	163 0.9×	106 0.9×	21 0.3×	10 0.3×	37 1.1×	40	444
Shuo Xiang United States	7	117 0.6×	139 1.2×	15 0.3×	9 0.3×	17 0.5×	10	288
Wenhao Ying China	8	137 0.7×	76 0.7×	121 2.0×	8 0.2×	16 0.5×	26	360
Yujie Mo China	7	244 1.3×	132 1.2×	10 0.2×	42 1.2×	13 0.4×	18	345
N.B. Karayiannis United States	8	191 1.0×	217 1.9×	47 0.8×	8 0.2×	6 0.2×	18	368
Rasmus Elsborg Madsen Denmark	8	167 0.9×	48 0.4×	153 2.5×	15 0.4×	8 0.2×	16	394
Yuxuan Wei China	4	183 1.0×	88 0.8×	35 0.6×	73 2.1×	7 0.2×	7	313
Roman Sandler United States	11	49 0.3×	114 1.0×	72 1.2×	22 0.6×	8 0.2×	18	297
Yutao Zhang China	7	180 1.0×	34 0.3×	19 0.3×	44 1.3×	7 0.2×	26	260

Countries citing papers authored by Junbo Ma

Since Specialization

Citations

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

Fields of papers citing papers by Junbo Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junbo Ma

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

All Works

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18 of 18 papers shown

Ma, Junbo, et al.. (2024). Graph augmentation for node-level few-shot learning. Knowledge-Based Systems. 297. 111872–111872. 2 indexed citations

Ma, Junbo, et al.. (2024). Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems. Proceedings of the AAAI Conference on Artificial Intelligence. 38(13). 15100–15107. 4 indexed citations

Ma, Junbo, et al.. (2023). A noise-resistant graph neural network by semi-supervised contrastive learning. Information Sciences. 658. 120001–120001. 12 indexed citations

Zhang, Guolin, Zehui Hu, Guoqiu Wen, Junbo Ma, & Xiaofeng Zhu. (2023). Dynamic graph convolutional networks by semi-supervised contrastive learning. Pattern Recognition. 139. 109486–109486. 23 indexed citations

Zeng, Xiangxiang, et al.. (2023). Totally Dynamic Hypergraph Neural Networks. 2476–2483. 6 indexed citations

Wen, Guoqiu, et al.. (2023). Multi-teacher Self-training for Semi-supervised Node Classification with Noisy Labels. 2946–2954. 5 indexed citations

Wen, Guoqiu, et al.. (2022). Multi-scale graph classification with shared graph neural network. World Wide Web. 26(3). 949–966. 7 indexed citations

Ma, Junbo, et al.. (2022). Multimodality Alzheimer's Disease Analysis in Deep Riemannian Manifold. Information Processing & Management. 59(4). 102965–102965. 11 indexed citations

Ma, Junbo, et al.. (2022). Large Margin Training for Long Short-Term Memory Neural Networks in Neural Language Modeling. 48. 673–677. 1 indexed citations

10.

Wen, Guoqiu, et al.. (2022). Information Augmentation for Few-shot Node Classification. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. 3601–3607. 9 indexed citations

11.

Gan, Jiangzhang, Ziwen Peng, Xiaofeng Zhu, et al.. (2021). Brain functional connectivity analysis based on multi-graph fusion. Medical Image Analysis. 71. 102057–102057. 44 indexed citations

12.

Hu, Rongyao, Ziwen Peng, Xiaofeng Zhu, et al.. (2021). Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification. IEEE Transactions on Medical Imaging. 40(12). 3843–3855. 40 indexed citations

13.

Zhu, Yonghua, Junbo Ma, Changan Yuan, & Xiaofeng Zhu. (2021). Interpretable learning based Dynamic Graph Convolutional Networks for Alzheimer’s Disease analysis. Information Fusion. 77. 53–61. 132 indexed citations

14.

Hu, Zehui, et al.. (2021). Adaptive Cross-stitch Graph Convolutional Networks. 1–7. 1 indexed citations

15.

Gan, Jiangzhang, Xiaofeng Zhu, Rongyao Hu, et al.. (2020). Multi-graph Fusion for Functional Neuroimaging Biomarker Detection. 580–586. 4 indexed citations

16.

Ma, Junbo, Ruili Wang, Wanting Ji, et al.. (2019). Relational recurrent neural networks for polyphonic sound event detection. Multimedia Tools and Applications. 78(20). 29509–29527. 9 indexed citations

17.

Ji, Wanting, Ruili Wang, & Junbo Ma. (2018). Dictionary-based active learning for sound event classification. Multimedia Tools and Applications. 78(3). 3831–3842. 10 indexed citations

18.

Ma, Junbo, et al.. (2018). Robust multi-view continuous subspace clustering. Pattern Recognition Letters. 150. 306–312. 8 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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