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Guangming Shi — most-cited papers & profile · Federated Learning
← authors
·
overview
Guangming Shi
15
papers ·
47
citations ·
60
h-index
Xidian University · Peng Cheng Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Ubiquitous AI in 6G with Federated Learning
2020 · 35 citations
From Semantic Communication to Semantic-aware Networking: Model, Architecture, and Open Problems
2020 · 9 citations
Optimizing Resource-Efficiency for Federated Edge Intelligence in IoT Networks
2020 · 1 citations
Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning
2022 · 1 citations
Federated Traffic Synthesizing and Classification Using Generative Adversarial Networks
2021
Time-sensitive Learning for Heterogeneous Federated Edge Intelligence
2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach
2023
Towards Net-Zero Carbon Emissions in Network AI for 6G and Beyond
2024
Top co-authors
Yong Xiao
· 8
Dinh Thai Hoang
· 2
and Dusit Niyato
· 1
Dusit Niyato
· 1
Peng Zhang
· 1
Xiaohan Zhang
· 1
Xuemei Xie
· 1
Yang Yang
· 1
Topics
Federated Learning
Edge Computing
Optimization
Communication
Data Heterogeneity
Adversarial Attacks
Privacy
cs.NI
cs.PF