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
Hideya Ochiai — most-cited papers & profile · Federated Learning
← authors
·
overview
Hideya Ochiai
11
papers ·
84
citations ·
19
h-index
Tokyo University of Science · Iketani Science and Technology Foundation · Osaka Institute of Technology · The University of Tokyo
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness
2021 · 57 citations
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning
2022 · 20 citations
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks
2022 · 3 citations
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
2022 · 2 citations
Detection of Global Anomalies on Distributed IoT Edges with Device-to-Device Communication
2024 · 1 citations
FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization
2026
University Building Recognition Dataset in Thailand for the mission-oriented IoT sensor system
2025
Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks
2021
Feature Distribution Matching for Federated Domain Generalization
2022
Top co-authors
Yuwei Sun
· 6
Hiroshi Esaki
· 4
Ng Chong
· 2
Atsuya Muramatsu
· 1
Chaodit Aswakul
· 1
Eisuke Tomiyama
· 1
Jiawei Chen
· 1
Jun Sakuma
· 1
Kohki Hashimoto
· 1
Naoya Tezuka
· 1
Nattanon Wongwiwatchai
· 1
Qingzhe Jin
· 1
Topics
Federated Learning
Edge Computing
Communication
Privacy
Security
Adversarial Attacks