Seowoo Jang

According to our database, Seowoo Jang authored at least 27 papers between 2009 and 2023.

Collaborative distances:

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

2023

Digital Twin for Intelligent Network: Data Lifecycle, Digital Replication, and AI-Based Optimizations.

Seowoo Jang, Jinguk Jeong, Juho Lee, Sunghyun Choi

IEEE Commun. Mag., November, 2023

Reinforcement learning for communication load balancing: approaches and challenges.

Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

Frontiers Comput. Sci., 2023

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.

Yi Tian Xu, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

CoRR, 2023

Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.

Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.

Yi Tian, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

Communication Load Balancing via Efficient Inverse Reinforcement Learning.

Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning.

Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2023

Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning.

Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 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

Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach.

Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek

IEEE J. Sel. Areas Commun., 2022

Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs.

Seowoo Jang, Soyoung Yoo, Namwoo Kang

Comput. Aided Des., 2022

Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach.

Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies.

Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Communication Traffic Prediction with Continual Knowledge Distillation.

Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 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

SeqNet: Data-Driven PAPR Reduction via Sequence Classification.

Hyeondeok Jang, Seowoo Jang, Yosub Park, Jungsoo Jung, Juho Lee, Sunghyun Choi

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

AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting.

Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2021

Cell On/Off Parameter Optimization for Saving Energy via Reinforcement Learning.

Minsuk Choi, Kyungrae Kim, Hongjun Jang, Hyokyung Woo, Joan S. Pujol Roig, Yue Wang, Hunje Yeon, Sunghyun Choi, Seowoo Jang

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

2020

Generative Design by Reinforcement Learning: Maximizing Diversity of Topology Optimized Designs.

Seowoo Jang, Namwoo Kang

CoRR, 2020

2018

Post-CCA and Reinforcement Learning Based Bandwidth Adaptation in 802.11ac Networks.

Seowoo Jang, Kang G. Shin, Saewoong Bahk

IEEE Trans. Mob. Comput., 2018

2016

Statistical Estimation of the Number of Contending Stations and its Application to a Multi-round Contention Resolution Scheme.

Seowoo Jang, Jin-Ghoo Choi, Sung-Guk Yoon

KSII Trans. Internet Inf. Syst., 2016

OAU: Opportunistic Antenna Utilization for Wi-Fi and Bluetooth Coexistence.

Wonbin Park, Jonghun Han, Seowoo Jang, Saewoong Bahk

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

A Channel Allocation Algorithm for Reducing the Channel Sensing/Reserving Asymmetry in 802.11ac Networks.

Seowoo Jang, Saewoong Bahk

IEEE Trans. Mob. Comput., 2015

2014

Opportunistic Routing for Smart Grid With Power Line Communication Access Networks.

Sung-Guk Yoon, Seowoo Jang, Yong-Hwa Kim, Saewoong Bahk

IEEE Trans. Smart Grid, 2014

Channel Allocation Algorithm Alleviating the Hidden Channel Problem in 802.11ac Networks.

Seowoo Jang, Saewoong Bahk

Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

2009

Revenue Maximizing Game and Its Extension for Multicell Wireless Access Networks.

Seowoo Jang, Sung-Guk Yoon, Saewoong Bahk

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009