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Wenyuan Cai

2 accepted papers

2025

dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis

CVPR 2025poster

Federated learning has wide applications in the medical field. It enables knowledge sharing among different healthcare institutes while protecting patients' privacy. However, existing federated learning systems are typically centralized, requiring clients to upload client-specific knowledge to a cen…

Cited by 0SourcePDFScholar
2022

A Neural Network Architecture for Program Understanding Inspired by Human Behaviors

ACL 2022long

Program understanding is a fundamental task in program language processing. Despite the success, existing works fail to take human behaviors as reference in understanding programs. In this paper, we consider human behaviors and propose the PGNN-EK model that consists of two main components. On the o…