Junzhou Huang

24.6k citations
276 papers · 12.2k indexed · 11 hit papers · h-index 54
Topics
Sparse and Compressive Sensing Techniques (39 papers)AI in cancer detection (34 papers)Computational Drug Discovery Methods (31 papers)
Journals
Nature CommunicationsSHILAP Revista de lepidopterologíaBioinformatics

In The Last Decade

Junzhou Huang

271 papers receiving 12.0k citations

Hit Papers

Adaptive Graph Convolutional Neural Networks201120262016202120182015202020112020100200300400

Peers

Junzhou Huang
Comparison fields: 5 of 190
  • Computer Vision and Pattern Recognition 5.4k
  • Artificial Intelligence 5.2k
  • Radiology, Nuclear Medicine and Imaging 2.1k
  • Molecular Biology 1.3k
  • Computational Mechanics 1.2k
Replace Yi Zhang with:
Yi Zhang China
Kilian Q. Weinberger United States
Shuiwang Ji United States
Pascal Vincent Canada
Joachim M. Buhmann Switzerland
Xiaofeng Zhu China
Diederik P. Kingma United States
Eric P. Xing United States
Mark E. Shields United States
Heng Huang United States
Junzhou Huang relative to Yi Zhang China Yi Zhang's profile →
Citations per field
00.5×3.0×
Yi Zhang · 1×
Citations per year

Countries citing papers authored by Junzhou Huang

Since Specialization
Citations

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

Fields of papers citing papers by Junzhou Huang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Junzhou Huang

This figure shows the co-authorship network connecting the top 25 collaborators of Junzhou Huang. A scholar is included among the top collaborators of Junzhou Huang 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 Junzhou Huang. Junzhou Huang 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
#WorkIndexed citations
1 0
2 0
3 15
4 7
5 1
6 2
7 11
8 33
9
Not All Low-Pass Filters are Robust in Graph Convolutional Networks
14
10 31
11 14
12 61
13
Adversarial Domain Adaptation for Cell Segmentation
7
14 113
15 21
16
Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning
3
17
Deep Multi-instance Learning with Dynamic Pooling
19
18
Multi-view matrix decomposition: a new scheme for exploring discriminative information
23
19 4
20 44

About Junzhou Huang

Junzhou Huang is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging, having authored 276 papers that have together received 12.2k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (39 papers), AI in cancer detection (34 papers) and Computational Drug Discovery Methods (31 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (5.4k citations), Artificial Intelligence (5.2k citations) and Computational Mathematics (67 citations). Junzhou Huang has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Yu Rong, Wenbing Huang, Tingyang Xu, Shaoting Zhang, Peilin Zhao, Dimitris Metaxas, Chen Chen, Tong Zhang, Dimitris Metaxas and Yeqing Li. Their work appears in journals such as Nature Communications, SHILAP Revista de lepidopterología and Bioinformatics.

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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