Scholar
Songnam Hong
Google Scholar ID: TiEYQhcAAAAJ
Hanyang University
Machine Learning
Information Theory
Optimization
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Citations & Impact
All-time
Citations
5,594
H-index
36
i10-index
105
Publications
20
Co-authors
12
list available
Contact
No contact links provided.
Publications
5 items
Heterogeneous Multi-Agent Reinforcement Learning for Radio Resource Management under Coupled Finite-Horizon Constraints
2026
Cited
0
Information-Theoretically Secure Aggregation for Lightweight Federated Learning: Resilient to Dropouts and Adversaries
2026
Cited
0
Hi-SAFE: Hierarchical Secure Aggregation for Lightweight Federated Learning
2025
Cited
0
Federated Reinforcement Learning in Heterogeneous Environments
2025
Cited
0
Moderate Actor-Critic Methods: Controlling Overestimation Bias via Expectile Loss
2025
Cited
0
Resume (English only)
Co-authors
12 total
Namyoon Lee
Professor, POSTECH
Giuseppe Caire
Professor, Technical University of Berlin, Germany, and Professor of Electrical Engineering (on
Dong-Joon Shin
Hanyang University
Co-author 4
Co-author 5
Yo-Seb Jeon
Associate Professor, EE, POSTECH
Co-author 7
Yunseong Cho
Samsung Research America
