Author

Xiao-Wei Li

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Conference Aug 2026

HDP-FL: A Hierarchical Differential Privacy Framework for Federated Learning in Healthcare

Federated learning (FL) enables collaborative model training in Internet of Things (IoT)-enabled healthcare environments without directly sharing raw medical data. However, shared gradients and model parameters may still expose sensitive information, and uniform privacy budgets cannot reflect different medical-data sen...

Ye-Jian Dan, Peng Yin, Yue-Lang Yang et al. · 2026 6th International Confe... · 0 citations

Open access Aug 2026

GAD-YOLO: A Multi-Level Feature Enhancement Network for Dense Small Traffic Object Detection in Intelligent Transportation Systems

Results show that GAD-YOLO improves the primary traffic object detection task and yields modest positive performance differences on an independent public benchmark under the fixed experimental setting, while maintaining real-time inference capability.

Yuan He, Xing Li, Junfa Zhu et al. · Information · 0 citations