Junzhou Huang
1983–2026 年に発表
- 418
- 論文数
- 28,806
- 被引用数
- 83
- h 指数
- 273
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science63.7%
- Medicine10.3%
- Engineering9.3%
- Social Sciences4.2%
- Biochemistry, Genetics and Molecular Biology3.8%
- Psychology2.2%
- その他6.5%
トピック
- 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%
- その他79.9%
共著者
全論文
- Transformer-based unsupervised contrastive learning for histopathological image classification
著者: Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Wei Yang, Junzhou Huang, Xiao Han - Medical Image Analysis, Medical Image Anal. 2022 被引用: 652
- Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
著者: Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang - AAAI Conference on Artificial Intelligence 2020 被引用: 733
- Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks
著者: Jiawen Yao, Xinliang Zhu, Jitendra Jonnagaddala, Nicholas J. Hawkins, Junzhou Huang - Medical Image Analysis, Medical Image Anal. 2020 被引用: 487
- SMILES-BERT: Large Scale Unsupervised Pre-Training for Molecular Property Prediction
著者: Sheng Wang, Yuzhi Guo, Yuhong Wang, Hongmao Sun, Junzhou Huang - International Conference on Bioinformatics, Computational Biology and Health Informatics, BCB 2019 被引用: 394
- Large-Scale Multi-View Spectral Clustering via Bipartite Graph
著者: Yeqing Li, Feiping Nie, Heng Huang, Junzhou Huang - AAAI Conference on Artificial Intelligence 2015 被引用: 588
- RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval
著者: 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 被引用: 197
- Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification
著者: Zongbo Han, Fan Yang, Junzhou Huang, Changqing Zhang, Jianhua Yao - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022 被引用: 154
- DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
著者: Yu Rong, Wenbing Huang, Tingyang Xu, Junzhou Huang - ICLR 2020 被引用: 1,669
- Transformer for Graphs: An Overview from Architecture Perspective
著者: 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 被引用: 136
- Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection
著者: Zeping Yu, Rui Cao, Qiyi Tang, Sen Nie, Junzhou Huang, Shi Wu - AAAI Conference on Artificial Intelligence 2020 被引用: 232
- Development and interpretation of a pathomics-based model for the prediction of microsatellite instability in Colorectal Cancer
著者: 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 被引用: 259
- Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis
著者: Yifan Zhang, Ying Wei, Qingyao Wu, Peilin Zhao, Shuaicheng Niu, Junzhou Huang, Mingkui Tan - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2020 被引用: 186
- WSISA: Making Survival Prediction from Whole Slide Histopathological Images
著者: Xinliang Zhu, Jiawen Yao, Feiyun Zhu, Junzhou Huang - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 被引用: 293
- Discrimination-Aware Network Pruning for Deep Model Compression
著者: 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 被引用: 146
- TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification
著者: Xiyue Wang, Sen Yang, Jun Zhang, Minghui Wang, Jing Zhang, Junzhou Huang, Wei Yang, Xiao Han - Lecture notes in computer science, MICCAI (8) 2021 被引用: 139
- Deep convolutional neural network for survival analysis with pathological images
著者: Xinliang Zhu, Jiawen Yao, Junzhou Huang - IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2016 被引用: 248
- MolAICal: a soft tool for 3D drug design of protein targets by artificial intelligence and classical algorithm
著者: Qifeng Bai, Shuoyan Tan, Tingyang Xu, Huanxiang Liu, Junzhou Huang, Xiaojun Yao - Briefings in Bioinformatics, Briefings Bioinform. 2020 被引用: 289
- Graph CNN for Survival Analysis on Whole Slide Pathological Images
著者: Ruoyu Li, Jiawen Yao, Xinliang Zhu, Yeqing Li, Junzhou Huang - Lecture notes in computer science, MICCAI (2) 2018 被引用: 161
- Graph Convolutional Module for Temporal Action Localization in Videos
著者: 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 被引用: 86
- Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media
著者: Erxue Min, Yu Rong, Yatao Bian, Tingyang Xu, Peilin Zhao, Junzhou Huang, Sophia Ananiadou - Web Conference 2022, WWW 2022 被引用: 73
- Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification
著者: 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 被引用: 65
- Application advances of deep learning methods for de novo drug design and molecular dynamics simulation
著者: 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 被引用: 148
- CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models
著者: 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 被引用: 92
- Tackling Over-Smoothing for General Graph Convolutional Networks
著者: Wenbing Huang, Yu Rong, Tingyang Xu, Fuchun Sun, Junzhou Huang - arXiv (Cornell University), CoRR 2020 被引用: 91
