MPCPA: Multi-Center Privacy Computing with Predictions Aggregation based on Denoising Diffusion Probabilistic Model. - Guibo Luo; Hanwen Zhang 007; Xiuling Wang; Mingzhi Chen; Yuesheng Zhu (CoRR, 2024)

A New One-Shot Federated Learning Framework for Medical Imaging Classification with Feature-Guided Rectified Flow and Knowledge Distillation. - Yufei Ma; Hanwen Zhang 007; Qiya Yang; Guibo Luo; Yuesheng Zhu (ECAI, 2025)

OTTER: Optimized Training with Trustworthy Enhanced Replication via Diffusion and Federated VMUNet for Privacy-Aware Medical Segmentation. - Haocheng Kan; Yuesheng Zhu; Guibo Luo; Hanwen Zhang 007 (ICICS (2), 2025)

Non-IID Medical Image Segmentation Based on Cascaded Diffusion Model for Diverse Multi-Center Scenarios. - Hanwen Zhang 007; Mingzhi Chen; Yuxi Liu 005; Guibo Luo; Yuesheng Zhu (IEEE J. Biomed. Health Informatics, 2025)

Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences. - Shudong Liu 008; Hanwen Zhang 007; Xiuling Wang; Yuesheng Zhu; Guibo Luo (AAAI, 2026)

DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models. - Hanwen Zhang 007; Qiaojin Shen; Yuxi Liu 005; Yuesheng Zhu; Guibo Luo (AAAI, 2026)