🔥 News

  • [2023.12] 1 paper is accepted by AAAI 2024
  • [2024.07] 3 papers are accepted by ECCV 2024
  • [2024.11] 1 paper is accepted by NeurIPS 2024
  • [2025.03] 2 papers are accepted by CVPR 2025
  • [2025.04] 1 paper is accepted by ICLR 2025
  • [2025.04] 1 paper is published on IEEE Trans. Medical Imaging
  • [2025.04] 1 paper is published on Medical Imaging Analysis
  • [2025.04] 1 paper is accepted by ICASSP 2025
  • [2025.05] 1 paper is published on IEEE Trans. Circuits and Systems for Video Technology
  • [2025.06] 1 paper is accepted by MICCAI 2025
  • [2025.07] 1 paper is published on Pattern Recognition
  • [2025.09] 1 paper is published on Biomedical Signal Processing and Control
  • [2025.09] 1 paper is published on Psychiatry and Clinical Neurosciences
  • [2025.09] 1 paper is accepted by NeurIPS 2025
  • [2025.10] 2 papers are accepted by BIBM 2025

📝 Publications

Brain activation mapping based on Regional Synchronization of fMRI signals embedded in Graph Eigenmodes (MICCAI 2025)
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Brain activation mapping based on Regional Synchronization of fMRI signals embedded in Graph Eigenmodes

Zhenyu Tang, Yu Zhao⋆, Yang Yang, Xiaoyu Liu, and Jingyong Su⋆

[pdf] [Code]

CVPR 2025
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Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing

Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su

[pdf] [Code]

TMI 2025
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Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation

Yang Yang, Jiaxin Zhuang, Guoying Sun, Ruixuan Wang, Jingyong Su

[Paper] [Code]

MIA 2025
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Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation

Yang Yang, Guoying Sun, Tong Zhang, Ruixuan Wang, Jingyong Su

[Paper] [Code]

BIBM 2025
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Gradient of White Matter Functional Variability via fALFF Differential Identifiability

Xinle Chang, Yang Yang, Yueran Li, Zhengcen Li, Haijin Zeng, Jingyong Su

[pdf] [Code]

NeurIPS 2024
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Typicalness-Aware Learning for Failure Detection

Yijun Liu , Jiequan Cui , Zhuotao Tian* , Senqiao Yang , Qingdong He , Xiaoling Wang , Jingyong Su*

[pdf] [Code]

ECCV 2024
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Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph

Zhengcen Li, Xinle Chang, Yueran Li, Jingyong Su

[pdf] [Code]

ECCV 2024
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Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation

Tong Shao, Zhuotao Tian, Hang Zhao, Jingyong Su

[pdf] [Code]

TNSRE 2024
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Cross-Subject Lifelong Learning for Continuous Estimation from Surface Electromyographic Signal

Xingjian Chen; Weiyu Guo; Chuang Lin; Ning Jiang; Jingyong Su

[pdf] [Code]

AAAI 2024
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Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection

Weiwei Xiao, Yongyong Chen, Qiben Shan, Yaowei Wang, Jingyong Su

[pdf] [Code]

BIBM 2023
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Semi-supervised Medical Image Segmentation via Feature-perturbed Consistency

Yang Yang, Ruixuan Wang, Tong Zhang, Jingyong Su

[pdf] [Code]

ICCV 2023
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Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction

Zhuofan Zong*, Dongzhi Jiang*, Guanglu Song, Zeyue Xue, Jingyong Su, Hongsheng Li, Yu Liu

[Paper] [pdf] [Code]

CVPR 2023
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Hierarchical Dense Correlation Distillation for Few-Shot Segmentation

Bohao Peng, Zhuotao Tian, Xiaoyang Wu, Chengyao Wang, Shu Liu, Jingyong Su, Jiaya Jia

Highlight Paper (2.5% acceptance rate)

[Paper] [pdf] [Code]

IEEE TGRS 2023
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Cross-Scale Guided Fusion Transformer for Disaster Assessment Using Satellite Imagery

Weiwei Xiao, Jingyong Su, Yongyong Chen, Guofeng Cao

[Paper] [pdf] [Code]

IEEE TKDE 2023
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Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory

Jingyong Su*, Junyao Ye*, Liqiang Nie, Yilong Cao, Yongyong Chen

[Paper] [pdf] [Code]

IEEE TMI 2023
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A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers

Yi Zhao, Zhipeng Yang, Zhaohua Ding, Jingyong Su

[Paper] [pdf] [Code]

Computers in Biology and Medicine 2023
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RV-ESA: A novel computer-aided elastic shape analysis system for retinal vessels in diabetic retinopathy

Xiaoling Luo, Honggang Zhang, Jingyong Su, Wai Keung Wong, Jinkai Li, Yong Xu

[Paper] [pdf] [Code]

TCSVT 2022
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Two-Person Graph Convolutional Network for Skeleton-based Human Interaction Recognition

Zhengcen Li, Yueran Li, Linlin Tang, Tong Zhang, Jingyong Su

[Paper] [pdf] [Code]

TNSRE 2022
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A BERT-based method for continuous estimation of cross-subject hand kinematics from surface electromyographic signals

Chuang Lin; Xingjian Chen; Weiyu Guo; Ning Jiang; Dario Farina; Jingyong Su

[Paper] [pdf] [Code]

ACM SIGKDD 2022
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A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling

Junyao Ye, Jingyong Su, Yilong Cao

[Paper] [pdf] [Code]

APIN 2021
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Statistical analysis of the community lockdown for COVID-19 pandemic

Shaocong Wu, Xiaolong Wang, Jingyong Su

[Paper] [pdf] [Code]