World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
52
Citations
10027
World Ranking
5117
National Ranking
71

Overview

Joey Tianyi Zhou is affiliated with the Agency for Science, Technology and Research in Singapore. Their research broadly spans the field of Computer Science, with a total of 364 publications recorded. Within this domain, their work primarily focuses on subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Electrical and Electronic Engineering, Computer Networks and Communications, and Biomedical Engineering.

The scientist's research topics include Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Human Pose and Action Recognition, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Topic Modeling, and Video Surveillance and Tracking Methods.

Among the notable recent papers authored or co-authored by them are:

  • Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Contrastive Clustering, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Trusted Multi-View Classification With Dynamic Evidential Fusion, 2022, IEEE Transactions on Pattern Analysis and Machine Intelligence
  • You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network, 2021, International Journal of Computer Vision
  • Deep Partial Multi-View Learning, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence

Joey Tianyi Zhou frequently collaborates with several researchers, including Yang Xiao, Rick Siow Mong Goh, Zhiguo Cao, Zhiwen Fang, and Huazhu Fu.

Their publications are concentrated in several key venues, highlighted by a significant number in arXiv (Cornell University) with 96 publications, followed by IEEE Transactions on Neural Networks and Learning Systems (12), IEEE Transactions on Pattern Analysis and Machine Intelligence (11), Proceedings of the AAAI Conference on Artificial Intelligence (6), and IEEE Transactions on Image Processing (5).

Best Publications

  • Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment

    Di Jin;Zhijing Jin;Joey Tianyi Zhou;Peter Szolovits

  • Contrastive Clustering

    Yunfan Li;Peng Hu;Zitao Liu;Dezhong Peng

  • Trusted Multi-View Classification With Dynamic Evidential Fusion

    Unknown

  • Structured AutoEncoders for Subspace Clustering.

    Xi Peng;Jiashi Feng;Shijie Xiao;Wei-Yun Yau

  • AnomalyNet: An Anomaly Detection Network for Video Surveillance

    Joey Tianyi Zhou;Jiawei Du;Hongyuan Zhu;Xi Peng

  • Multi-graph fusion for multi-view spectral clustering

    Zhao Kang;Guoxin Shi;Shudong Huang;Wenyu Chen

  • Span-based Localizing Network for Natural Language Video Localization

    Hao Zhang;Aixin Sun;Wei Jing;Joey Tianyi Zhou

  • Partition level multiview subspace clustering.

    Zhao Kang;Xinjia Zhao;Chong Peng;Hongyuan Zhu

  • You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network

    Boyun Li;Yuanbiao Gou;Shuhang Gu;Jerry Zitao Liu

  • Deep Partial Multi-View Learning.

    Changqing Zhang;Yajie Cui;Zongbo Han;Joey Tianyi Zhou

  • A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image

    Fu Xiong;Boshen Zhang;Yang Xiao;Zhiguo Cao

  • Hybrid heterogeneous transfer learning through deep learning

    Joey Tianyi Zhou;Sinno Jialin Pan;Ivor W. Tsang;Yan Yan

  • Exploit Bounding Box Annotations for Multi-Label Object Recognition

    Hao Yang;Joey Tianyi Zhou;Yu Zhang;Bin-Bin Gao

  • Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment

    Di Jin;Zhijing Jin;Joey Tianyi Zhou;Peter Szolovits

  • Zero-Shot Image Dehazing

    Boyun Li;Yuanbiao Gou;Jerry Zitao Liu;Hongyuan Zhu

  • Hierarchical Graph Neural Networks for Few-Shot Learning

    Cen Chen;Kenli Li;Wei Wei;Joey Tianyi Zhou

  • Heterogeneous Domain Adaptation for Multiple Classes

    Joey Tianyi Zhou;Ivor W. Tsang;Sinno Jialin Pan;Mingkui Tan

  • Deep Clustering With Sample-Assignment Invariance Prior

    Xi Peng;Hongyuan Zhu;Jiashi Feng;Chunhua Shen

  • Deep Subspace Clustering

    Xi Peng;Jiashi Feng;Joey Tianyi Zhou;Yingjie Lei

  • Attention-Driven Loss for Anomaly Detection in Video Surveillance

    Joey Tianyi Zhou;Le Zhang;Zhiwen Fang;Jiawei Du

  • COMIC: Multi-view Clustering Without Parameter Selection

    Xi Peng;Zhenyu Huang;Jiancheng Lv;Hongyuan Zhu

  • Multi-view Spectral Clustering Network

    Zhenyu Huang;Joey Tianyi Zhou;Xi Peng;Changqing Zhang

  • CPM-Nets: Cross Partial Multi-View Networks

    Changqing Zhang;Zongbo Han;yajie cui;Huazhu Fu

Frequent Co-Authors

Xi Peng
Xi Peng Sichuan University
Ivor W. Tsang
Ivor W. Tsang Agency for Science, Technology and Research
Zhiguo Cao
Zhiguo Cao Huazhong University of Science and Technology
Changqing Zhang
Changqing Zhang Tianjin University
Huazhu Fu
Huazhu Fu Agency for Science, Technology and Research
Sinno Jialin Pan
Sinno Jialin Pan Chinese University of Hong Kong
Qinghua Hu
Qinghua Hu Tianjin University
Jiashi Feng
Jiashi Feng ByteDance
Aixin Sun
Aixin Sun Nanyang Technological University
Jianfei Cai
Jianfei Cai Monash University

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