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Journal Articles
- 2023
[j2]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
- [j1]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)
Conference and Workshop Papers
- 2024
- [c17]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 - [c16]Junliang Luo, Yi Tian Xu, Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek:
Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching. ICC Workshops 2024: 1365-1370 - 2023
- [c15]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 - [c14]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 - [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 - 2022
- [c12]Mostafa Hussien, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek:
Efficient Neural Data Compression for Machine Type Communications via Knowledge Distillation. GLOBECOM 2022: 1169-1174 - [c11]Di Wu, Michael Jenkin, Yi Tian Xu, Xue Liu, Gregory Dudek:
Attentive Knowledge Transfer for Short-term Load Forecasting. GLOBECOM 2022: 5285-5291 - [c10]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 - [c9]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 - [c8]Di Wu, Yi Tian Xu, Michael Jenkin, Ju Wang, Hang Li, Xue Liu, Gregory Dudek:
Short-term Load Forecasting with Deep Boosting Transfer Regression. ICC 2022: 5530-5536 - 2021
- [c7]Xi Chen, Ju Wang, Hang Li, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park:
One for All: Traffic Prediction at Heterogeneous 5G Edge with Data-Efficient Transfer Learning. GLOBECOM 2021: 1-6 - [c6]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 - [c5]Di Wu, Jikun Kang, Yi Tian Xu, Hang Li, Jimmy Li, Xi Chen, Dmitriy Rivkin, Michael Jenkin, Taeseop Lee, Intaik Park, Xue Liu, Gregory Dudek:
Load Balancing for Communication Networks via Data-Efficient Deep Reinforcement Learning. GLOBECOM 2021: 1-7 - [c4]Jikun Kang, Xi Chen, Di Wu, Yi Tian Xu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park:
Hierarchical Policy Learning for Hybrid Communication Load Balancing. ICC 2021: 1-6 - 2020
- [c3]Yi Tian Xu, Xi Chen, Xue Liu, David Meger, Gregory Dudek:
PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments. IROS 2020: 4032-4039 - 2019
- [c2]Yi Tian Xu, Yaqiao Li, David Meger:
Human Motion Prediction Via Pattern Completion in Latent Representation Space. CRV 2019: 57-64 - 2015
- [c1]David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, Derek Ruths:
Geolocation Prediction in Twitter Using Social Networks: A Critical Analysis and Review of Current Practice. ICWSM 2015: 188-197
Informal and Other Publications
- 2023
- [i4]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) - [i3]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) - [i2]Junliang Luo, Yi Tian Xu, Di Wu, Michael R. M. Jenkin, Xue Liu, Gregory Dudek:
Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching. CoRR abs/2310.12999 (2023) - 2019
- [i1]Yi Tian Xu, Yaqiao Li, David Meger:
Human Motion Prediction via Pattern Completion in Latent Representation Space. CoRR abs/1904.09039 (2019)
Coauthor Index
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