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Xin Zhang — most-cited papers & profile · Federated Learning
← authors
·
overview
Xin Zhang
147
papers ·
767
citations ·
21
h-index
Northeastern University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Anarchic Federated Learning
2021 · 6 citations
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
2024 · 2 citations
On Privacy-Preserving Image Transmission in Low-Altitude Networks: A Swin Transformer-Based Framework with Federated Learning
2026
FedRio: Personalized Federated Social Bot Detection via Cooperative Reinforced Contrastive Adversarial Distillation
2026
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
2025
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors
2024
NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data
2022
SAGDA: Achieving $\mathcalO(ε^-2)$ Communication Complexity in Federated Min-Max Learning
2022
FedMT: Federated Learning with Mixed-type Labels
2022
FSSC: Federated Learning of Transformer Neural Networks for Semantic Image Communication
2024
Top co-authors
Jia Liu
· 3
Xiaoxiao Li
· 3
Rui Li
· 2
Zhuqing Liu
· 2
Hao Liu
· 1
Hao Peng
· 1
Minghong Fang
· 1
Minghui Chen
· 1
Philip S. Yu
· 1
Qi Wu
· 1
Taoran Liang
· 1
Yingguang Yang
· 1
Topics
Federated Learning
Communication
cs.LG
Data Heterogeneity
cs.AI
Privacy
eess.IV
cs.DC