Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Howard H. Yang — most-cited papers & profile · Federated Learning
← authors
·
overview
Howard H. Yang
21
papers ·
113
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning with Differential Privacy: Algorithms and Performance Analysis
2019 · 88 citations
Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks
2021 · 3 citations
Towards Federated Long-Tailed Learning
2022 · 3 citations
DPP-based Client Selection for Federated Learning with Non-IID Data
2023 · 2 citations
Spectral Co-Distillation for Personalized Federated Learning
2024 · 2 citations
Hierarchical Personalized Federated Learning Over Massive Mobile Edge Computing Networks
2023 · 1 citations
Feature-Based Semantics-Aware Scheduling for Energy-Harvesting Federated Learning
2025
Accelerating Wireless Distributed Learning via Hybrid Split and Federated Learning Optimization
2025
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks
2025
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping
2024
Federated Stochastic Gradient Descent Begets Self-Induced Momentum
2022
Personalizing Federated Learning with Over-the-Air Computations
2023
Edge Intelligence Over the Air: Two Faces of Interference in Federated Learning
2023
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing
2023
The Role of Federated Learning in a Wireless World with Foundation Models
2023
Top co-authors
Tony Q. S. Quek
· 8
Zihan Chen
· 5
and Tony Q. S. Quek
· 3
H. Vincent Poor
· 3
Kai Fong Ernest Chong
· 3
Nikolaos Pappas
· 3
Chuan Ma
· 2
Kun Guo
· 2
Ming Ding
· 2
Tony Q.S. Quek
· 2
Yaru Fu
· 2
Zihan Chen
· 2
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity
Edge Computing