Awesome Federated Learning
๐
Papers
๐งญ
Topics
๐ฅ
Trending
๐บ๏ธ
Map
๐
Leaderboards
๐
Learn
๐ค
Ask AI
โฏ
More
๐ฅ
Authors
๐
Reading Packs
๐
Datasets
๐ ๏ธ
Tools
๐ฐ
News
๐
Blogs
โ๏ธ
Newsletter
๐ฏ
Research Radar
๐
Saved
+ Add Paper
โพ
โ
โ authors
ยท
overview
Loading authorโฆ
๐ค
Ask AI
Walid Saad โ most-cited papers & profile ยท Federated Learning
โ authors
ยท
overview
Walid Saad
55
papers ยท
582
citations ยท
102
h-index
Virginia Wesleyan University ยท Virginia Tech
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
A Joint Learning and Communications Framework for Federated Learning over Wireless Networks
2019 ยท 108 citations
Energy Efficient Federated Learning Over Wireless Communication Networks
2019 ยท 53 citations
Delay Minimization for Federated Learning Over Wireless Communication Networks
2020 ยท 53 citations
Convergence Time Optimization for Federated Learning over Wireless Networks
2020 ยท 33 citations
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
2021 ยท 28 citations
Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
2020 ยท 19 citations
Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms
2020 ยท 15 citations
Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
2021 ยท 14 citations
Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles
2021 ยท 11 citations
Wireless Communications for Collaborative Federated Learning
2020 ยท 9 citations
Federated Learning for 6G: Paradigms, Taxonomy, Recent Advances and Insights
2023 ยท 8 citations
Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges
2020 ยท 6 citations
On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks
2021 ยท 5 citations
Self-organizing Democratized Learning: Towards Large-scale Distributed Learning Systems
2020 ยท 4 citations
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead
2024 ยท 4 citations
Top co-authors
Mingzhe Chen
ยท 10
Choong Seon Hong
ยท 7
H. Vincent Poor
ยท 5
Omid Semiari
ยท 4
and Shuguang Cui
ยท 3
Changchuan Yin
ยท 3
Mahdi Chehimi
ยท 3
Mehdi Bennis
ยท 3
Merouane Debbah
ยท 3
Shuguang Cui
ยท 3
Tengchan Zeng
ยท 3
Zhaohui Yang
ยท 3
Topics
Federated Learning
Communication
Optimization
Edge Computing
Privacy
Data Heterogeneity
Security
Adversarial Attacks