World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
45
Citations
10013
World Ranking
7118
National Ranking
945

Overview

Ya Zhang is affiliated with Shanghai Jiao Tong University in China and has contributed extensively to the field of computer science, with a particular focus on artificial intelligence and its applications.

Their research spans several subfields, including:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Molecular Biology
  • Radiology, Nuclear Medicine and Imaging
  • Biomedical Engineering

Key topics in Ya Zhang's work include:

  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Human Pose and Action Recognition
  • Anomaly Detection Techniques and Applications
  • Topic Modeling
  • COVID-19 diagnosis using AI
  • Advanced Neural Network Applications

Among recent papers authored or co-authored by Ya Zhang are:

  • "Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction" (2021) published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "PMC-LLaMA: toward building open-source language models for medicine" (2024) published in Journal of the American Medical Informatics Association
  • "Attribute Restoration Framework for Anomaly Detection" (2020) published in IEEE Transactions on Multimedia
  • "GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning" (2022) published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "Neoadjuvant Immunotherapy for MSI-H/dMMR Locally Advanced Colorectal Cancer: New Strategies and Unveiled Opportunities" (2022) published in Frontiers in Immunology

Ya Zhang frequently publishes in the following venues:

  • arXiv (Cornell University)
  • Research Square (Research Square)
  • SSRN Electronic Journal
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Multimedia

Collaborations are a significant aspect of Ya Zhang's research activity. The most frequent co-authors include:

  • Yanfeng Wang
  • Jiangchao Yao
  • Weidi Xie
  • Siheng Chen
  • Chaoyi Wu

Best Publications

  • Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition

    Maosen Li;Siheng Chen;Xu Chen;Ya Zhang

  • Expected reciprocal rank for graded relevance

    Olivier Chapelle;Donald Metlzer;Ya Zhang;Pierre Grinspan

  • A dynamic bayesian network click model for web search ranking

    Olivier Chapelle;Ya Zhang

  • Part-Stacked CNN for Fine-Grained Visual Categorization

    Shaoli Huang;Zhe Xu;Dacheng Tao;Ya Zhang

  • A Fourier-based Framework for Domain Generalization

    Qinwei Xu;Ruipeng Zhang;Ya Zhang;Yanfeng Wang

  • Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction

    Maosen Li;Siheng Chen;Yangheng Zhao;Ya Zhang

  • Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

    Maosen Li;Siheng Chen;Xu Chen;Ya Zhang

  • Deep feature for text-dependent speaker verification

    Yuan Liu;Yanmin Qian;Nanxin Chen;Tianfan Fu

  • Separating Style and Content for Generalized Style Transfer

    Yexun Zhang;Ya Zhang;Wenbin Cai

  • Masking: A New Perspective of Noisy Supervision

    Bo Han;Jiangchao Yao;Gang Niu;Mingyuan Zhou

  • Maximizing Expected Model Change for Active Learning in Regression

    Wenbin Cai;Ya Zhang;Jun Zhou

  • Bottom-Up Temporal Action Localization with Mutual Regularization

    Peisen Zhao;Lingxi Xie;Chen Ju;Ya Zhang

  • Attribute Restoration Framework for Anomaly Detection

    Ye Fei;Chaoqin Huang;Cao Jinkun;Maosen Li

  • Active Learning for Ranking through Expected Loss Optimization

    Bo Long;Jiang Bian;Olivier Chapelle;Ya Zhang

  • Multi-task learning for boosting with application to web search ranking

    Olivier Chapelle;Pannagadatta Shivaswamy;Srinivas Vadrevu;Kilian Weinberger

  • Deep Learning From Noisy Image Labels With Quality Embedding

    Jiangchao Yao;Jiajie Wang;Ivor W. Tsang;Ya Zhang

  • Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction

    Maosen Li;Siheng Chen;Yangheng Zhao;Ya Zhang

  • Architectural Style Classification Using Multinomial Latent Logistic Regression

    Zhe Xu;Dacheng Tao;Ya Zhang;Junjie Wu

  • Knowledge distillation from multi-modal to mono-modal segmentation networks

    Minhao Hu;Matthis Maillard;Ya Zhang;Tommaso Ciceri

  • Active learning for ranking through expected loss optimization

    Bo Long;Olivier Chapelle;Ya Zhang;Yi Chang

  • Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation

    Zhe Xu;Shaoli Huang;Ya Zhang;Dacheng Tao

  • Attribute Restoration Framework for Anomaly Detection

    Chaoqin Huang;Fei Ye;Jinkun Cao;Maosen Li

Frequent Co-Authors

Qi Tian
Qi Tian Huawei Technologies (China)
Ivor W. Tsang
Ivor W. Tsang Agency for Science, Technology and Research
Lingxi Xie
Lingxi Xie Huawei Technologies (China)
Hongyuan Zha
Hongyuan Zha Chinese University of Hong Kong, Shenzhen
Alan L. Yuille
Alan L. Yuille Johns Hopkins University
Dacheng Tao
Dacheng Tao Nanyang Technological University
Chris Ding
Chris Ding Chinese University of Hong Kong, Shenzhen
Wenjun Zhang
Wenjun Zhang Shanghai Jiao Tong University
Olivier Chapelle
Olivier Chapelle Google (United States)
Longbing Cao
Longbing Cao University of Technology Sydney

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