Research record

Publications

Peer-reviewed research spanning federated learning, video anomaly detection, few-shot learning, and visual cognition.

4 publications

2025

4 papers
Cover image for Dual-Detector Reoptimization for Federated Weakly Supervised Video Anomaly Detection via Adaptive Dynamic Recursive Mapping

Dual-Detector Reoptimization for Federated Weakly Supervised Video Anomaly Detection via Adaptive Dynamic Recursive Mapping

Yong Su*, Jiahang Li*, Simin An, Hengpeng Xu, Weilong Peng equal contribution
IEEE Transactions on Industrial Informatics (Q1, JCR Top 4%, IF: 11.7) 2025
Index Terms
  • Adaptive dynamic recursive mapping
  • Adaptive local aggregation
  • Federated
  • Video anomaly detection
  • Weakly-supervised
Paper Code Website
Cover image for Federated weakly-supervised video anomaly detection with mixture of local-to-global experts

Federated weakly-supervised video anomaly detection with mixture of local-to-global experts

Yong Su†, Jiahang Li, Simin An, Meng Xing, Zhiyong Feng corresponding author
Information Fusion (Q1, JCR Top 2%, IF: 15.5) 2025
Index Terms
  • Weakly-supervised
  • Video anomaly detection
  • Federated
  • Mixture of local-to-global experts
Paper
Cover image for View-Robust Backbone and Discriminative Reconstruction for Few-Shot Fine-Grained Image Classification

View-Robust Backbone and Discriminative Reconstruction for Few-Shot Fine-Grained Image Classification

Jiawen Jiang, Jiahang Li, Jin Lu
IEEE International Joint Conference on Neural Networks (IJCNN) 2025
Index Terms
  • Viewpoint-robust learning
  • Few-shot learning
  • Fine-grained image classification
Paper Code
Cover image for Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification

Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification

Jiahang Li, Shibo Xue, Yong Su† corresponding author
Pre-print 2025 Dataset
Index Terms
  • Gaze-Guided Learning
  • Shortcut Bias Mitigation
  • Cross-modal Gaze–Vision Fusion
Arxiv Code Dataset Website