Gongyang LI [CV]
Associate Professor
School of Communication and Information Engineering
Shanghai University
Shanghai, China
Email: ligongyang [at] shu [dot] edu [dot] cn

[Main] [Publication] [Google Scholar] [Code & Data]


I received my Ph.D. degree from Shanghai University in 2022, supervised by Prof. Zhi Liu. From July 2021 to June 2022, I was a Visiting Ph.D. Student at the Media & Interactive Computing Lab (MICL-CVL), School of Computer Science and Engineering, Nanyang Technological University, Singapore, supervised by Prof. Weisi Lin (IEEE/IET Fellow and Honorary Fellow of SIET (Singapore Institute of Engineering Technologists)). From June 2022 to June 2024, I worked as a Postdoctoral Researcher with Prof. Xinpeng Zhang at Shanghai University, China. My research interests include saliency detection, multi-modal image processing, and image/video segmentation.

News

  • 2024.09: I have been selected for World’s Top 2% Scientists 2024 (Single-year Impact) (link).
  • 2024.08: A paper on Schizophrenia Recognition accepted by IEEE TNNLS. Congratulations to Yingjie!
  • 2024.07: Two papers for ORSI-SOD, CorrNet (pdf) and MCCNet (pdf), have been newly selected as ESI Highly Cited Paper.
  • 2024.05: One paper ACCoNet for ORSI-SOD (pdf) has been newly selected as ESI Highly Cited Paper.
  • 2024.01: One paper LASNet for RGB-T Semantic Segmentation (pdf) has been newly selected as ESI Highly Cited Paper.

    • Research Interests

    Computer Vision: Saliency Detection, Multi-modal Processing, Fixation Prediction, Object/Semantic Segmentation

    Recently accepted

    EMS: A Large-Scale Eye Movement Dataset, Benchmark and New Model for Schizophrenia Recognition
    Yingjie Song, Zhi Liu, Gongyang Li, Jiawei Xie, Qiang Wu, Dan Zeng, Lihua Xu, Tianhong Zhang, Jijun Wang
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024.
    [PDF] [PaperLink] [Code]


    Texture-Semantic Collaboration Network for ORSI Salient Object Detection
    Gongyang Li, Zhen Bai, Zhi Liu
    IEEE Transactions on Circuits and Systems II: Express Briefs (TCAS-II), vol. 71, no. 4, pp. 2464-2468, Apr. 2024.
    [PDF] [PaperLink] [Arxiv] [Code]


    Salient Object Detection in Optical Remote Sensing Images Driven by Transformer
    Gongyang Li, Zhen Bai, Zhi Liu, Xinpeng Zhang, Haibin Ling
    IEEE Transactions on Image Processing (TIP), vol. 32, pp. 5257-5269, Sept. 2023.
    [PDF] [PaperLink] [Arxiv] [Code]


    Light Field Salient Object Detection with Sparse Views via Complementary and Discriminative Interaction Network
    Yilei Chen#, Gongyang Li#, Ping An, Zhi Liu, Xinpeng Huang, Qiang Wu (# equal contribution)
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 34, no. 2, pp. 1070-1085, Feb. 2024.
    [PDF] [PaperLink] [Code]


    No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction
    Gongyang Li#, Chengjun Han#, Zhi Liu (# equal contribution)
    IEEE Transactions on Instrumentation and Measurement (TIM), vol. 72, Art no. 5020310, Jul. 2023.
    [PDF] [PaperLink] [Arxiv] [Code]