activity
20222025
most citedDifferentially Private Federated Clustering over Non-IID Data

26 citations · 38 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.LG2025

Federated Learning with Enhanced Privacy via Model Splitting and Random Client Participation

Yiwei Li, Shuai Wang, Zhuojun Tian +2

Federated Learning (FL) often adopts differential privacy (DP) to protect client data, but the added noise required for privacy guarantees can substantially degrade model accuracy.…

cs.LG2025

Communication-Efficient Personalized Distributed Learning with Data and Node Heterogeneity

Zhuojun Tian, Zhaoyang Zhang, Yiwei Li +1

To jointly tackle the challenges of data and node heterogeneity in decentralized learning, we propose a distributed strong lottery ticket hypothesis (DSLTH), based on which a commu…