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Xing Xie — most-cited papers & profile · Federated Learning
← authors
·
overview
Xing Xie
54
papers ·
2211
citations ·
96
h-index
Nantong University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning
2022 · 19 citations
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning
2023 · 19 citations
FedKD: Communication Efficient Federated Learning via Knowledge Distillation
2021 · 18 citations
FedCL: Federated Contrastive Learning for Privacy-Preserving Recommendation
2022 · 9 citations
MetaFed: Federated Learning among Federations with Cyclic Knowledge Distillation for Personalized Healthcare
2022 · 7 citations
Game of Privacy: Towards Better Federated Platform Collaboration under Privacy Restriction
2022 · 4 citations
Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization
2022 · 4 citations
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
2022 · 3 citations
Robust Quantity-Aware Aggregation for Federated Learning
2022 · 2 citations
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
2023 · 1 citations
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning
2023 · 1 citations
FedDefender: Client-Side Attack-Tolerant Federated Learning
2023
Top co-authors
Fangzhao Wu
· 9
Chuhan Wu
· 5
Tao Qi
· 4
Yongfeng Huang
· 4
Jindong Wang
· 3
Meeyoung Cha
· 3
Sundong Kim
· 3
Sungwon Han
· 3
Wang Lu
· 3
Bin Zhu
· 2
Lingjuan Lyu
· 2
Sungwon Park
· 2
Topics
Federated Learning
Privacy
Communication
Data Heterogeneity
Security
Adversarial Attacks
Optimization