Seowoo Jang

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 25

Top Topics

Data Replication

Reinforcement Learning

Top Venues

GLOBECOM (Workshops)

Publications

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)