World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
49
Citations
14119
World Ranking
5774
National Ranking
766

Overview

Liqing Zhang is affiliated with Shanghai Jiao Tong University in China and has a research focus primarily in the field of Computer Science, with an emphasis on Computer Vision and Pattern Recognition. Their work extends into Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Biomedical Engineering, and Molecular Biology. The breadth of their research topics includes Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Advanced Image Processing Techniques, Image Enhancement Techniques, and Advanced Neural Network Applications.

The scientist has contributed to various publication venues, frequently publishing in arXiv (Cornell University) with 48 papers, followed by the Proceedings of the AAAI Conference on Artificial Intelligence with 15 publications. Other venues include the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), the SSRN Electronic Journal, and IEEE Transactions on Image Processing.

Notable recent papers authored or coauthored by Liqing Zhang include:

  • "Graph Neural Network for Fraud Detection via Spatial-Temporal Attention," 2020, IEEE Transactions on Knowledge and Data Engineering
  • "Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer," 2022, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection," 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • "The Prevalence of Post-Traumatic Stress Disorder in the General Population during the COVID-19 Pandemic: A Systematic Review and Single-Arm Meta-Analysis," 2021, Psychiatry Investigation
  • "High-Resolution Image Harmonization via Collaborative Dual Transformations," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Liqing Zhang has collaborated frequently with peers including Li Niu, Jianfu Zhang, Yan Hong, and Hong Yan.

Frequent coauthors:

  • Li Niu
  • Jianfu Zhang
  • Yan Hong
  • Hong Yan

Best Publications

  • Saliency Detection: A Spectral Residual Approach

    Xiaodi Hou;Liqing Zhang

  • Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

    Qibin Zhao;Liqing Zhang;Andrzej Cichocki

  • Dynamic visual attention: searching for coding length increments

    Xiaodi Hou;Liqing Zhang

  • Spatial-bag-of-features

    Yang Cao;Changhu Wang;Zhiwei Li;Liqing Zhang

  • Credit Card Fraud Detection Using Convolutional Neural Networks

    Kang Fu;Dawei Cheng;Yi Tu;Liqing Zhang

  • ECG Feature Extraction and Classification Using Wavelet Transform and Support Vector Machines

    Qibin Zhao;Liqing Zhang

  • Coupling ecosystem services supply and human ecological demand to identify landscape ecological security pattern: A case study in Beijing–Tianjin–Hebei region, China

    Liqing Zhang;Liqing Zhang;Jian Peng;Yanxu Liu;Jiansheng Wu

  • Edgel index for large-scale sketch-based image search

    Yang Cao;Changhu Wang;Liqing Zhang;Lei Zhang

  • Bayesian Robust Tensor Factorization for Incomplete Multiway Data

    Qibin Zhao;Guoxu Zhou;Liqing Zhang;Andrzej Cichocki

  • DoveNet: Deep Image Harmonization via Domain Verification

    Wenyan Cong;Jianfu Zhang;Li Niu;Liu Liu

  • MindFinder: interactive sketch-based image search on millions of images

    Yang Cao;Hai Wang;Changhu Wang;Zhiwei Li

  • Feature learning from incomplete EEG with denoising autoencoder

    Junhua Li;Zbigniew Struzik;Liqing Zhang;Andrzej Cichocki

  • Context-aware Feature Generation For Zero-shot Semantic Segmentation

    Zhangxuan Gu;Siyuan Zhou;Li Niu;Zihan Zhao

  • Noninvasive BCIs: Multiway Signal-Processing Array Decompositions

    A. Cichocki;Y. Washizawa;T. Rutkowski;H. Bakardjian

  • Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method

    Qibin Zhao;C. F. Caiafa;D. P. Mandic;Z. C. Chao

  • Graph Neural Network for Fraud Detection via Spatial-temporal Attention

    Dawei Cheng;Xiaoyang Wang;Ying Zhang;Liqing Zhang

  • EEG-based asynchronous BCI control of a car in 3D virtual reality environments

    QiBin Zhao;LiQing Zhang;Andrzej Cichocki

  • Determining the radiometric response function from a single grayscale image

    S. Lin;L. Zhang

  • Design of assistive wheelchair system directly steered by human thoughts.

    Junhua Li;Jianyi Liang;Qibin Zhao;Jie Li

  • Neurophysiological substrates of stroke patients with motor imagery-based brain-computer interface training

    Mingfen Li;Ye Liu;Yi Wu;Sirao Liu

  • A phase discrepancy analysis of object motion

    Bolei Zhou;Xiaodi Hou;Liqing Zhang

  • Natural gradient algorithm for blind separation of overdetermined mixture with additive noise

    L.-Q. Zhang;A. Cichocki;S. Amari

Frequent Co-Authors

Andrzej Cichocki
Andrzej Cichocki Systems Research Institute
Changhu Wang
Changhu Wang ByteDance
Hao Zhang
Hao Zhang Simon Fraser University
Shun-ichi Amari
Shun-ichi Amari RIKEN Center for Brain Science
Lei Zhang
Lei Zhang International Digital Economy Academy
Guoxu Zhou
Guoxu Zhou Guangdong University of Technology
Yuanqing Li
Yuanqing Li South China University of Technology
James T. Kwok
James T. Kwok Hong Kong University of Science and Technology
Bao-Liang Lu
Bao-Liang Lu Shanghai Jiao Tong University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring computer science can open the door to diverse online degree options and expanding career pathways. For those interested in sustainability and technology, consider programs offered by environmental engineering schools online. These programs blend technical skills with a focus on solving environmental challenges.

If you’re looking for affordability, the cheapest online mechanical engineering degree options can provide a strong engineering foundation without breaking the bank. Mechanical engineering pairs well with computer science, especially in fields like robotics and product design.

For those drawn to scientific discovery, pursuing the best online physics degree can further enhance your analytical skills and problem-solving abilities—both crucial in tech roles.

Lastly, a data science degree is ideal for careers in AI, analytics, and big data, fields closely related to computer science. These flexible online programs make it easier than ever to find the right fit for your interests and budget.

Best Scientists Citing Liqing Zhang

Trending Scientists

Recently Published Articles