Scholar
Songnam Hong
Google Scholar ID: TiEYQhcAAAAJ
Hanyang University
Machine Learning
Information Theory
Optimization
Follow
Google Scholar
↗
Citations & Impact
All-time
Citations
5,594
H-index
36
i10-index
105
Publications
20
Co-authors
12
list available
Publications
8 items
Role-Adaptive Policy Optimization for Offline Reinforcement Learning
2026
Cited
0
Multi-step Proximal Policy Improvement in Offline Reinforcement Learning
2026
Cited
0
PathBridger: Subgoal Bridges for Offline Goal-Conditioned Reinforcement Learning
2026
Cited
0
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
Co-authors
8 total
Namyoon Lee
Professor, POSTECH
Giuseppe Caire
Professor, Technical University of Berlin, Germany, and Professor of Electrical Engineering (on
Dong-Joon Shin
Hanyang University
Yo-Seb Jeon
Associate Professor, EE, POSTECH
Yunseong Cho
Samsung Research America
Robert Heath
Charles Lee Powell Chair in Wireless Communication, University of California, San Diego
Andreas F. Molisch
Professor of Electrical Engineering, University of Southern California
Wei Yu
University of Toronto
