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Seowoo Jang
ORCID
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 25
Top Topics
Power Line
Data Replication
Load Balancing
Reinforcement Learning
Top Venues
ICC
GLOBECOM
CoRR
GLOBECOM (Workshops)
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Publications
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Dun Yuan
,
Yujin Nam
,
Amal Feriani
,
Abhisek Konar
,
Di Wu
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
CoRR
(2023)
Juhwan Song
,
Yujin Nam
,
Minsuk Choi
,
Yonghee Jo
,
Seungyeon Lee
,
Sanghyun Lee
,
Nakyoung Kim
,
Junghwan Lee
,
Seungmo Kim
,
Haksung Kim
,
Seowoo Jang
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.
GLOBECOM
(2023)
Seowoo Jang
,
Jinguk Jeong
,
Juho Lee
,
Sunghyun Choi
Digital Twin for Intelligent Network: Data Lifecycle, Digital Replication, and AI-Based Optimizations.
IEEE Commun. Mag.
61 (11) (2023)
Di Wu
,
Yi Tian Xu
,
Michael Jenkin
,
Seowoo Jang
,
Ekram Hossain
,
Xue Liu
,
Gregory Dudek
Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning.
GLOBECOM
(2023)
Yi Tian
,
Jimmy Li
,
Di Wu
,
Michael Jenkin
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.
ICC
(2023)
Di Wu
,
Yi Tian Xu
,
Jimmy Li
,
Michael Jenkin
,
Ekram Hossain
,
Seowoo Jang
,
Xin Yang
,
Charlie Zhang
,
Xue Liu
,
Gregory Dudek
Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning.
GLOBECOM
(2023)
Abhisek Konar
,
Di Wu
,
Yi Tian Xu
,
Seowoo Jang
,
Steve Liu
,
Gregory Dudek
Communication Load Balancing via Efficient Inverse Reinforcement Learning.
ICC
(2023)
Abhisek Konar
,
Di Wu
,
Yi Tian Xu
,
Seowoo Jang
,
Steve Liu
,
Gregory Dudek
Communication Load Balancing via Efficient Inverse Reinforcement Learning.
CoRR
(2023)
Yi Tian Xu
,
Jimmy Li
,
Di Wu
,
Michael Jenkin
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.
CoRR
(2023)
Dun Yuan
,
Yujin Nam
,
Amal Feriani
,
Abhisek Konar
,
Di Wu
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
ICC
(2023)
Di Wu
,
Jimmy Li
,
Amal Ferini
,
Yi Tian Xu
,
Michael Jenkin
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Reinforcement learning for communication load balancing: approaches and challenges.
Frontiers Comput. Sci.
5 (2023)
Juhwan Song
,
Yujin Nam
,
Hyungtae Kwon
,
Ilsong Sim
,
Seung Joo Maeng
,
Seowoo Jang
Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.
GLOBECOM (Workshops)
(2022)
Minsuk Choi
,
Yujin Nam
,
Juhwan Song
,
Haksung Kim
,
Jongwoo Choi
,
Seungyeon Lee
,
Seungku Han
,
Gihyun Kim
,
Seowoo Jang
Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning.
GLOBECOM (Workshops)
(2022)
Hang Li
,
Ju Wang
,
Chengming Hu
,
Xi Chen
,
Xue Liu
,
Seowoo Jang
,
Gregory Dudek
Communication Traffic Prediction with Continual Knowledge Distillation.
ICC
(2022)
Manyou Ma
,
Di Wu
,
Yi Tian Xu
,
Jimmy Li
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach.
ICC
(2022)
Jimmy Li
,
Di Wu
,
Yi Tian Xu
,
Tianyu Li
,
Seowoo Jang
,
Xue Liu
,
Gregory Dudek
Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies.
ICC
(2022)
Seowoo Jang
,
Soyoung Yoo
,
Namwoo Kang
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs.
Comput. Aided Des.
146 (2022)
Amal Feriani
,
Di Wu
,
Yi Tian Xu
,
Jimmy Li
,
Seowoo Jang
,
Ekram Hossain
,
Xue Liu
,
Gregory Dudek
Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun.
40 (9) (2022)
Chengming Hu
,
Xi Chen
,
Ju Wang
,
Hang Li
,
Jikun Kang
,
Yi Tian Xu
,
Xue Liu
,
Di Wu
,
Seowoo Jang
,
Intaik Park
,
Gregory Dudek
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting.
GLOBECOM
(2021)
Minsuk Choi
,
Kyungrae Kim
,
Hongjun Jang
,
Hyokyung Woo
,
Joan S. Pujol Roig
,
Yue Wang
,
Hunje Yeon
,
Sunghyun Choi
,
Seowoo Jang
Cell On/Off Parameter Optimization for Saving Energy via Reinforcement Learning.
GLOBECOM (Workshops)
(2021)
Hyeondeok Jang
,
Seowoo Jang
,
Yosub Park
,
Jungsoo Jung
,
Juho Lee
,
Sunghyun Choi
SeqNet: Data-Driven PAPR Reduction via Sequence Classification.
GLOBECOM (Workshops)
(2021)
Seowoo Jang
,
Namwoo Kang
Generative Design by Reinforcement Learning: Maximizing Diversity of Topology Optimized Designs.
CoRR
(2020)
Seowoo Jang
,
Kang G. Shin
,
Saewoong Bahk
Post-CCA and Reinforcement Learning Based Bandwidth Adaptation in 802.11ac Networks.
IEEE Trans. Mob. Comput.
17 (2) (2018)
Seowoo Jang
,
Jin-Ghoo Choi
,
Sung-Guk Yoon
Statistical Estimation of the Number of Contending Stations and its Application to a Multi-round Contention Resolution Scheme.
KSII Trans. Internet Inf. Syst.
10 (9) (2016)
Wonbin Park
,
Jonghun Han
,
Seowoo Jang
,
Saewoong Bahk
OAU: Opportunistic Antenna Utilization for Wi-Fi and Bluetooth Coexistence.
GLOBECOM
(2016)
Seowoo Jang
,
Saewoong Bahk
A Channel Allocation Algorithm for Reducing the Channel Sensing/Reserving Asymmetry in 802.11ac Networks.
IEEE Trans. Mob. Comput.
14 (3) (2015)
Seowoo Jang
,
Saewoong Bahk
Channel Allocation Algorithm Alleviating the Hidden Channel Problem in 802.11ac Networks.
VTC Spring
(2014)
Sung-Guk Yoon
,
Seowoo Jang
,
Yong-Hwa Kim
,
Saewoong Bahk
Opportunistic Routing for Smart Grid With Power Line Communication Access Networks.
IEEE Trans. Smart Grid
5 (1) (2014)
Seowoo Jang
,
Sung-Guk Yoon
,
Saewoong Bahk
Revenue Maximizing Game and Its Extension for Multicell Wireless Access Networks.
GLOBECOM
(2009)