Seowoo Jang

32 papers B 7Journal 12Unranked 13
YearRankTypeTitle / Venue / Authors
2025 B conf
Probabilistic Representation for Robust Link Adaptation in Deep Reinforcement Learning-based 5G Systems.
GLOBECOM
Juhwan Song, Yujin Nam, Minsuk Choi, Sang Hyun Lee, Jinguk Jeong, Seowoo Jang
2024 — conf
Accelerating Digital Twin Calibration with Warm-Start Bayesian Optimization.
ICC
Abhisek Konar, Amal Feriani, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2024 — conf
Optimizing Energy Saving for Wireless Networks Via Offline Decision Transformer.
ICC
Yi Tian Xu, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023 B conf
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.
GLOBECOM
Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang
2023 — conf
Communication Load Balancing via Efficient Inverse Reinforcement Learning.
ICC
Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek
2023 J jnl
Communication Load Balancing via Efficient Inverse Reinforcement Learning.
CoRR
Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek
2023 J jnl
Digital Twin for Intelligent Network: Data Lifecycle, Digital Replication, and AI-Based Optimizations.
IEEE Commun. Mag.
Seowoo Jang, Jinguk Jeong, Juho Lee, Sunghyun Choi
2023 B conf
Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning.
GLOBECOM
Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
2023 B conf
Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning.
GLOBECOM
Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek
2023 — conf
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
ICC
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023 J jnl
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
CoRR
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023 — conf
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.
ICC
Yi Tian, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023 J jnl
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.
CoRR
Yi Tian Xu, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023 J jnl
Reinforcement learning for communication load balancing: approaches and challenges.
Frontiers Comput. Sci.
Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2022 — conf
Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.
GLOBECOM (Workshops)
Juhwan Song, Yujin Nam, HyungTae Kwon, Ilsong Sim, Seung Joo Maeng, Seowoo Jang
2022 — conf
Communication Traffic Prediction with Continual Knowledge Distillation.
ICC
Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek
2022 — conf
Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach.
ICC
Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek
2022 J jnl
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs.
Comput. Aided Des.
Seowoo Jang, Soyoung Yoo, Namwoo Kang
2022 J jnl
Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun.
Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
2022 — conf
Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning.
GLOBECOM (Workshops)
Minsuk Choi, Yujin Nam, Juhwan Song, Haksung Kim, Jongwoo Choi, Seungyeon Lee, Seungku Han, Gihyun Kim, Seowoo Jang
2022 — conf
Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies.
ICC
Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek
2021 B conf
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting.
GLOBECOM
Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek
2021 — conf
Cell On/Off Parameter Optimization for Saving Energy via Reinforcement Learning.
GLOBECOM (Workshops)
Minsuk Choi, Kyungrae Kim, Hongjun Jang, Hyokyung Woo, Joan S. Pujol Roig, Yue Wang, Hunje Yeon, Sunghyun Choi, Seowoo Jang
2021 — conf
SeqNet: Data-Driven PAPR Reduction via Sequence Classification.
GLOBECOM (Workshops)
Hyeondeok Jang, Seowoo Jang, Yosub Park, Jungsoo Jung, Juho Lee, Sunghyun Choi
2020 J jnl
Generative Design by Reinforcement Learning: Maximizing Diversity of Topology Optimized Designs.
CoRR
Seowoo Jang, Namwoo Kang
2018 J jnl
Post-CCA and Reinforcement Learning Based Bandwidth Adaptation in 802.11ac Networks.
IEEE Trans. Mob. Comput.
Seowoo Jang, Kang G. Shin, Saewoong Bahk
2016 B conf
OAU: Opportunistic Antenna Utilization for Wi-Fi and Bluetooth Coexistence.
GLOBECOM
Wonbin Park, Jonghun Han, Seowoo Jang, Saewoong Bahk
2016 J jnl
Statistical Estimation of the Number of Contending Stations and its Application to a Multi-round Contention Resolution Scheme.
KSII Trans. Internet Inf. Syst.
Seowoo Jang, Jin-Ghoo Choi, Sung-Guk Yoon
2015 J jnl
A Channel Allocation Algorithm for Reducing the Channel Sensing/Reserving Asymmetry in 802.11ac Networks.
IEEE Trans. Mob. Comput.
Seowoo Jang, Saewoong Bahk
2014 — conf
Channel Allocation Algorithm Alleviating the Hidden Channel Problem in 802.11ac Networks.
VTC Spring
Seowoo Jang, Saewoong Bahk
2014 J jnl
Opportunistic Routing for Smart Grid With Power Line Communication Access Networks.
IEEE Trans. Smart Grid
Sung-Guk Yoon, Seowoo Jang, Yong-Hwa Kim, Saewoong Bahk
2009 B conf
Revenue Maximizing Game and Its Extension for Multicell Wireless Access Networks.
GLOBECOM
Seowoo Jang, Sung-Guk Yoon, Saewoong Bahk