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Richeng Jin — most-cited papers & profile · Federated Learning
← authors
·
overview
Richeng Jin
16
papers ·
67
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees
2020 · 43 citations
Gradient Obfuscation Gives a False Sense of Security in Federated Learning
2022 · 13 citations
Communication Efficient Federated Learning with Energy Awareness over Wireless Networks
2020 · 4 citations
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles
2022 · 2 citations
Advancing Hybrid Defense for Byzantine Attacks in Federated Learning
2024 · 1 citations
Communication-Efficient Federated Learning via Predictive Coding
2021 · 1 citations
Federated Learning via Plurality Vote
2021 · 1 citations
Neural Tangent Kernel Empowered Federated Learning
2021 · 1 citations
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy
2023 · 1 citations
Gradient Compression May Hurt Generalization: A Remedy by Synthetic Data Guided Sharpness Aware Minimization
2026
Mobility-Assisted Decentralized Federated Learning: Convergence Analysis and A Data-Driven Approach
2025
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles
2025
Byzantine Outside, Curious Inside: Reconstructing Data Through Malicious Updates
2025
Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity
2023
Joint Compression and Deadline Optimization for Wireless Federated Learning
2023
Top co-authors
Huaiyu Dai
· 11
Chau-Wai Wong
· 6
Kai Yue
· 4
Caijun Zhong
· 3
Kai Yue
· 2
Md Ferdous Pervej
· 2
Tony Quek
· 2
Xiaofan He
· 2
Zhaoyang Zhang
· 2
and Huaiyu Dai
· 1
Dongzhu Liu
· 1
Dror Baron
· 1
Topics
Federated Learning
Communication
Privacy
Optimization
Data Heterogeneity
Edge Computing
Security