Yuyin Zhou

activity

20212026

most citedRethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

12 citations · 20 across the 6 of their papers we have counts for

collaborators

Showing cs.CVShow all

2 papers · 1 filter

cs.CV2026

A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data

Yinong Wang, Jianwen Chen, Zhou Chen +28

We developed BrainVLM to classify all 12 World Health Organization (WHO) 2021 brain tumor types. BrainVLM integrates an uncertainty quantification strategy to indicate prediction r…

cs.CV2022★ 3 cited

CD $^{2}$ -pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning

Yiqing Shen, Yuyin Zhou, Lequan Yu

Federated learning (FL) is a distributed learning paradigm that enables multiple clients to collaboratively learn a shared global model. Despite the recent progress, it remains cha…

A Vision-Language Foundation Model for Precise and Comprehensive Brain Tumor Diagnosis from Preoperative Multimodal Data

CD2-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning

CD $^{2}$ -pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning