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Junzhou Huang

Active 1983–2026

418
Papers
28,806
Citations
83
h-index
273
i10-index

Citations

Citations per year for Junzhou Huang1969: 1 citations1974: 1 citations1983: 1 citations1986: 1 citations1989: 2 citations1992: 1 citations1995: 1 citations1996: 1 citations1997: 1 citations2000: 2 citations2001: 1 citations2002: 1 citations2003: 1 citations2004: 1 citations2005: 12 citations2006: 15 citations2007: 17 citations2008: 17 citations2009: 34 citations2010: 41 citations2011: 115 citations2012: 221 citations2013: 245 citations2014: 438 citations2015: 492 citations2016: 478 citations2017: 527 citations2018: 505 citations2019: 695 citations2020: 1,120 citations2021: 1,556 citations2022: 1,625 citations2023: 1,888 citations2024: 2,209 citations2025: 1,666 citations2026: 381 citations1970–1973: no citations, so these years are not shown1975–1982: no citations, so these years are not shown1984–1985: no citations, so these years are not shown1987–1988: no citations, so these years are not shown1990–1991: no citations, so these years are not shown1993–1994: no citations, so these years are not shown1998–1999: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 6,073 citing papers, 37.9% of this breakdownUnited States: 2,790 citing papers, 17.4% of this breakdownUnited Kingdom: 721 citing papers, 4.5% of this breakdownAustralia: 605 citing papers, 3.8% of this breakdownHong Kong: 511 citing papers, 3.2% of this breakdownIndia: 477 citing papers, 3% of this breakdownGermany: 395 citing papers, 2.5% of this breakdownSouth Korea: 376 citing papers, 2.3% of this breakdownCanada: 337 citing papers, 2.1% of this breakdownFrance: 313 citing papers, 2% of this breakdownSingapore: 312 citing papers, 2% of this breakdownJapan: 256 citing papers, 1.6% of this breakdown
0%37.9%Other 17.7%

Institutions

Fields

  • Computer Science63.7%
  • Medicine10.3%
  • Engineering9.3%
  • Social Sciences4.2%
  • Biochemistry, Genetics and Molecular Biology3.8%
  • Psychology2.2%
  • Other6.5%

Topics

  • AI in cancer detection4.9%
  • Face and Expression Recognition3.4%
  • Advanced Graph Neural Networks3.3%
  • Radiomics and Machine Learning in Medical Imaging3.1%
  • Video Surveillance and Tracking Methods2.7%
  • Domain Adaptation and Few-Shot Learning2.7%
  • Other79.9%

Coauthors

All papers

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  1. Transformer-based unsupervised contrastive learning for histopathological image classification

    Authors: Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han - Medical Image Analysis, Medical Image Anal. 2022 cited by 652

  2. Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks

    Authors: Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang - AAAI Conference on Artificial Intelligence 2020 cited by 733

  3. Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks

    Authors: Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang - Medical Image Analysis, Medical Image Anal. 2020 cited by 487

  4. SMILES-BERT: Large Scale Unsupervised Pre-Training for Molecular Property Prediction

    Authors: Sheng Wang, Yuzhi Guo, Yuhong Wang, Hongmao Sun, Junzhou Huang - International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2019 cited by 394

  5. Large-Scale Multi-View Spectral Clustering via Bipartite Graph

    Authors: Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang - AAAI Conference on Artificial Intelligence 2015 cited by 588

  6. RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval

    Authors: Xiyue Wang, Yuexi Du, Sen Yang, Jun Zhang, Jun Zhang, Minghui Wang, Jing Zhang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han - Medical Image Analysis, Medical Image Anal. 2022 cited by 197

  7. Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification

    Authors: Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 cited by 154

  8. DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

    Authors: Yu Rong, Wenbing Huang, Tingyang Xu, Junzhou Huang - ICLR 2020 cited by 1,669

  9. Transformer for Graphs: An Overview from Architecture Perspective

    Authors: Erxue Min, Runfa Chen, Yatao Bian, Tingyang Xu, Kangfei Zhao, Wenbing Huang, Peilin Zhao, Junzhou Huang, Sophia Ananiadou, Yu Rong - arXiv (Cornell University), CoRR 2022 cited by 136

  10. Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection

    Authors: Zeping Yu, Rui Cao, Qiyi Tang, Sen Nie, Junzhou Huang, Shi Wu - AAAI Conference on Artificial Intelligence 2020 cited by 232

  11. Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer

    Authors: Rui Cao, Fan Yang, Si-Cong Ma, Li Liu, Yu Zhao, Yan Li, Dehua Wu, Tongxin Wang, Weijia Lu, Weijing Cai, Hongbo Zhu, Xue‐Jun Guo, Yuwen Lu, Junjie Kuang, Wenjing Huan, Weimin Tang, Kun Huang, Junzhou Huang, Jianhua Yao, Zhong‐Yi Dong - Theranostics 2020 cited by 259

  12. Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis

    Authors: Yifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, Mingkui Tan - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2020 cited by 186

  13. WSISA: Making Survival Prediction from Whole Slide Histopathological Images

    Authors: Xinliang Zhu, Jiawen Yao, Feiyun Zhu, Junzhou Huang - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 cited by 293

  14. Discrimination-Aware Network Pruning for Deep Model Compression

    Authors: Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jin-Hui Zhu, Mingkui Tan - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2021 cited by 146

  15. TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification

    Authors: Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Junzhou Huang, Wei Yang, Xiao Han - Lecture notes in computer science, MICCAI (8) 2021 cited by 139

  16. Deep convolutional neural network for survival analysis with pathological images

    Authors: Xinliang Zhu, Jiawen Yao, Junzhou Huang - IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2016 cited by 248

  17. MolAICal: a soft tool for 3D drug design of protein targets by artificial intelligence and classical algorithm

    Authors: Qifeng Bai, Shuoyan Tan, Tingyang Xu, Huanxiang Liu, Junzhou Huang, Xiaojun Yao - Briefings in Bioinformatics, Briefings Bioinform. 2020 cited by 289

  18. Graph CNN for Survival Analysis on Whole Slide Pathological Images

    Authors: Ruoyu Li, Jiawen Yao, Xinliang Zhu, Yeqing Li, Junzhou Huang - Lecture notes in computer science, MICCAI (2) 2018 cited by 161

  19. Graph Convolutional Module for Temporal Action Localization in Videos

    Authors: Runhao Zeng, Wenbing Huang, Mingkui Tan, Yu Rong, Peilin Zhao, Junzhou Huang, Chuang Gan - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2021 cited by 86

  20. Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media

    Authors: Erxue Min, Yu Rong, Yatao Bian, Tingyang Xu, Peilin Zhao, Junzhou Huang, Sophia Ananiadou - Web Conference 2022, WWW 2022 cited by 73

  21. Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification

    Authors: Yonghang Guan, Jun Zhang, Kuan Tian, Sen Yang, Pei Dong, Jinxi Xiang, Wei Yang, Junzhou Huang, Yuyao Zhang, Xiao Han - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 cited by 65

  22. Application advances of deep learning methods for de novo drug design and molecular dynamics simulation

    Authors: Qifeng Bai, Shuo Liu, Yanan Tian, Tingyang Xu, Antonio Jesús Banegas‐Luna, Horacio Pérez‐Sánchez, Junzhou Huang, Huanxiang Liu, Xiaojun Yao - Wiley Interdisciplinary Reviews Computational Molecular Science 2021 cited by 148

  23. CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

    Authors: Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Y. Zou, Huaxiu Yao - Advances in Neural Information Processing Systems 37, NeurIPS 2024 cited by 92

  24. Tackling Over-Smoothing for General Graph Convolutional Networks

    Authors: Wenbing Huang, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang - arXiv (Cornell University), CoRR 2020 cited by 91