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Mung Chiang — most-cited papers & profile · Federated Learning
← authors
·
overview
Mung Chiang
16
papers ·
185
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Parallel Successive Learning for Dynamic Distributed Model Training over Heterogeneous Wireless Networks
2022 · 1 citations
Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing
2022 · 1 citations
Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading
2023 · 1 citations
Orchestrating Federated Learning in Space-Air-Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover
2024 · 1 citations
Towards Serverless Semi-Decentralized Federated Learning with Heterogeneous Optimizers
2026
Optimizing Server Placement for Vertical Federated Learning in Dynamic Edge/Fog Networks
2026
UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
2021
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge
2021
Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point
2022
Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange
2022
Connectivity-Aware Semi-Decentralized Federated Learning over Time-Varying D2D Networks
2023
Asynchronous Multi-Model Dynamic Federated Learning over Wireless Networks: Theory, Modeling, and Optimization
2023
Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
2023
Top co-authors
Christopher G. Brinton
· 9
Seyyedali Hosseinalipour
· 5
Seyyedali Hosseinalipour
· 4
David J. Love
· 3
Dong-Jun Han
· 2
Hung T. Nguyen
· 2
Kwang Taik Kim
· 2
Roberto Morabito
· 2
Su Wang
· 2
Vaneet Aggarwal
· 2
and H. Vincent Poor
· 1
Bhargav Ganguly
· 1
Topics
Federated Learning
Edge Computing
Optimization
Communication
Data Heterogeneity