Author

Shengchao Chen

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Lethe: How Hard Is It to Forget? A Benchmark for Federated Unlearning in Medical Imaging

Lethe is presented, a benchmark for federated unlearning in medical imaging, which evaluates twelve methods across eight task families, from classification and segmentation to denoising, cross-modality synthesis, and vision-language question answering, at three forgetting granularities and against a retrained gold stan...

Sheng-Chao Chen, Ting Shu · 0 citations

Jul 2026

FM2: Unified Federated Foundation Models for Heterogeneous Multimodal Medical Imaging

FM$^2$ is proposed, a unified framework that trains the core backbone from scratch to preserve medical domain fidelity while optionally incorporating biomedical pretrained encoders for vision-language alignment and demonstrates extensibility to Federated Medical VQA.

Sheng-Chao Chen, Ting Shu · arXiv.org · 0 citations