Gongyang LI (李恭杨)
[CV] [SHU Homepage]
Associate Professor
Multimodal Information Intelligent Perception Laboratory
School of Communication and Information Engineering
Shanghai University
Shanghai, China
Email: ligongyang [at] shu [dot] edu [dot] cn

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

Biography

I am currently an Associate Professor at the School of Communication and Information Engineering, Shanghai University, Shanghai, China. 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 multi-modal data processing, saliency detection, and image/video segmentation.

News

  • 2025.07: A paper on RGB-D Salient Object Detection accepted by 《信号处理》. Congratulations to Shixiang!
  • 2025.06: A paper on No-Service Rail Surface Defect Segmentation named OCINet [Link] accepted by IEEE TIM.
  • 2025.03: A paper on RGB-D Rail Surface Defect Inspection [Link] accepted by IEEE Sensors Journal. Congratulations to Zhihao!
  • 2025.02: A paper on Video Frame Interpolation accepted by IEEE TMM. Congratulations to Baojun!
  • 2025.02: A paper on Feature Quality Assessment accepted by IEEE TMM. Congratulations to Shipei!
  • 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.
  • 2023.12: A paper on RGB-D Semantic Segmentation named EFDCNet (pdf) accepted by IVC. Congratulations to Jianlin!
  • 2023.11: A paper on ORSI-SOD named TSCNet (pdf) accepted by IEEE TCAS-II.
  • 2023.09: One paper SeaNet for ORSI-SOD (pdf) has been newly selected as ESI Highly Cited Paper.
  • 2023.09: A paper on SOD in Optical Remote Sensing Images (ORSI-SOD) named GeleNet (pdf) accepted by IEEE TIP.
  • 2023.06: A paper on Light Field SOD named CDINet (pdf) accepted by IEEE TCSVT. Congratulations to Yilei!
  • 2023.06: A paper on No-Service Rail Surface Defect Segmentation named NaDiNet (pdf) accepted by IEEE TIM. Congratulations to Chengjun!
  • 2023.05: A paper on RGB-T Semantic Segmentation named SGFNet (pdf) accepted by IEEE TCSVT. Congratulations to Yike!
  • 2023.03: A paper on SOD in Optical Remote Sensing Images (ORSI-SOD) named GLGCNet (pdf) accepted by ISPRS JP&RS. Congratulations to Zhen Bai!
  • 2023.02: A paper on Lightweight SOD in Omnidirectional Images named LDNet (pdf) accepted by IEEE TCSVT. Congratulations to Mengke!
  • 2023.02: A paper on Fixation Prediction named RINet (pdf) accepted by IEEE TMM. Congratulations to Yingjie!
  • 2023.01: A paper on Lightweight SOD in Optical Remote Sensing Images (ORSI-SOD) named SeaNet (pdf) accepted by IEEE TGRS.
  • 2022.11: A paper on Semi-Supervised Saliency Prediction in Omnidirectional Images (pdf) accepted by IVC. Congratulations to Mengke!
  • 2022.11: One paper HAINet (pdf) has been newly selected as ESI Highly Cited Paper.
  • 2022.09: A paper on RGB-T Semantic Segmentation named LASNet (pdf) accepted by TCSVT.
  • 2022.08: A paper on SOD of Strip Steel Defect Images (SDI-SOD) (pdf) accepted by TIM. Congratulations to Chengjun!
  • 2022.06: I successfully defended my Ph.D. thesis, congratulations!
  • 2022.05: A paper on SOD of Steel Defect Images (SDI-SOD) (pdf) accepted by Measurement. Congratulations to Tuo Ding!
  • 2022.05: One paper ICNet (pdf) has been newly selected as ESI Highly Cited Paper.
  • 2022.03: A paper on SOD in Optical Remote Sensing Images (ORSI-SOD) (pdf) accepted by TCYB.
  • 2022.02: A paper on Gaze Estimation (pdf) accepted by TCSVT. Congratulations to Yong Wu!
  • 2022.01: A paper on Lightweight SOD in Optical Remote Sensing Images (ORSI-SOD) (pdf) accepted by TGRS.
  • 2021.12: A paper on Video Saliency Prediction (VSP) (pdf) accepted by TMM. Congratulations to Ziqiang Wang!
  • 2021.11: A paper on SOD in Optical Remote Sensing Images (ORSI-SOD) (pdf) accepted by TGRS.
  • 2021.11: A paper on Co-saliency Detection (pdf) accepted by TMM. Congratulations to Zhen Bai!
  • 2021.02: A paper on RGB-D Salient Object Detection accepted (pdf) by TIP.

    • Research Interests

    Computer Vision, Multi-modal Data Processing, Saliency Detection, Object/Semantic Segmentation, Defect Inspection

    Recently accepted

    Dual-Guided Video Frame Interpolation with Spatial-Temporal Global Attention
    Baojun Zhou, Xinpeng Huang, Gongyang Li, Chao Yang, Liquan Shen, Ping An
    IEEE Transactions on Multimedia (TMM), 2025.


    Feature Quality Assessment: A Database and A Lightweight Objective Method
    Shipei Wang, Ping An, Chao Yang, Gongyang Li, Xinpeng Huang, Shiqi Wang
    IEEE Transactions on Multimedia (TMM), 2025.


    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), vol. 36, no. 5, pp. 9451-9462, May 2025.
    [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]