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Journal Articles
- 2023
[j8]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): 96-102 (2023)- [j7]Di Wu, Jimmy Li, Amal Feriani, 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) - 2022
- [j6]Seowoo Jang, Soyoung Yoo, Namwoo Kang:
Generative Design by Reinforcement Learning: Enhancing the Diversity of Topology Optimization Designs. Comput. Aided Des. 146: 103225 (2022) - [j5]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): 2614-2629 (2022) - 2018
- [j4]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): 419-432 (2018) - 2016
- [j3]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): 4259-4271 (2016) - 2015
- [j2]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): 458-472 (2015) - 2014
- [j1]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): 303-311 (2014)
Conference and Workshop Papers
- 2024
- [c19]Yi Tian Xu, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek:
Optimizing Energy Saving for Wireless Networks Via Offline Decision Transformer. ICC 2024: 409-414 - [c18]Abhisek Konar, Amal Feriani, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek:
Accelerating Digital Twin Calibration with Warm-Start Bayesian Optimization. ICC 2024: 2372-2377 - 2023
- [c17]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: 2973-2978 - [c16]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: 3355-3360 - [c15]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: 7019-7024 - [c14]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: 309-315 - [c13]Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek:
Communication Load Balancing via Efficient Inverse Reinforcement Learning. ICC 2023: 472-478 - [c12]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: 3720-3725 - 2022
- [c11]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: 759-764 - [c10]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: 992-997 - [c9]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: 619-624 - [c8]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: 1536-1541 - [c7]Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek:
Communication Traffic Prediction with Continual Knowledge Distillation. ICC 2022: 5481-5486 - 2021
- [c6]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: 1-6 - [c5]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: 1-6 - [c4]Hyeondeok Jang, Seowoo Jang, Yosub Park, Jungsoo Jung, Juho Lee, Sunghyun Choi:
SeqNet: Data-Driven PAPR Reduction via Sequence Classification. GLOBECOM (Workshops) 2021: 1-6 - 2016
- [c3]Wonbin Park, Jonghun Han, Seowoo Jang, Saewoong Bahk:
OAU: Opportunistic Antenna Utilization for Wi-Fi and Bluetooth Coexistence. GLOBECOM 2016: 1-6 - 2014
- [c2]Seowoo Jang, Saewoong Bahk:
Channel Allocation Algorithm Alleviating the Hidden Channel Problem in 802.11ac Networks. VTC Spring 2014: 1-5 - 2009
- [c1]Seowoo Jang, Sung-Guk Yoon, Saewoong Bahk:
Revenue Maximizing Game and Its Extension for Multicell Wireless Access Networks. GLOBECOM 2009: 1-6
Informal and Other Publications
- 2023
- [i4]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 abs/2303.13686 (2023) - [i3]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 abs/2303.16685 (2023) - [i2]Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek:
Communication Load Balancing via Efficient Inverse Reinforcement Learning. CoRR abs/2303.16686 (2023) - 2020
- [i1]Seowoo Jang, Namwoo Kang:
Generative Design by Reinforcement Learning: Maximizing Diversity of Topology Optimized Designs. CoRR abs/2008.07119 (2020)
Coauthor Index
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