Juhwan Song

According to our database, Juhwan Song authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Probabilistic Representation for Robust Link Adaptation in Deep Reinforcement Learning-based 5G Systems.

Juhwan Song, Yujin Nam, Minsuk Choi, Sang Hyun Lee, Jinguk Jeong, Seowoo Jang

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2023

C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.

Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang

Proceedings of the IEEE Global Communications Conference, 2023

2022

Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.

Juhwan Song, Yujin Nam, Hyungtae Kwon, Ilsong Sim, Seung Joo Maeng, Seowoo Jang

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning.

Minsuk Choi, Yujin Nam, Juhwan Song, Haksung Kim, Jongwoo Choi, Seungyeon Lee, Seungku Han, Gihyun Kim, Seowoo Jang

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2021

O-RAN AI/ML Workflow Implementation of Personalized Network Optimization via Reinforcement Learning.

Hoejoo Lee, Youngcheol Jang, Juhwan Song, Hunje Yeon

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

Meta Variance Transfer: Learning to Augment from the Others.

Seong-Jin Park, Seungju Han, Ji-Won Baek, Insoo Kim, Juhwan Song, Haebeom Lee, Jae-Joon Han, Sung Ju Hwang

Proceedings of the 37th International Conference on Machine Learning, 2020