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Yi Tian Xu
Yi Tian Xu
Researcher, Samsung
Verified email at mail.mcgill.ca
Title
Cited by
Cited by
Year
Geolocation prediction in twitter using social networks: A critical analysis and review of current practice
D Jurgens, T Finethy, J McCorriston, Y Xu, D Ruths
Proceedings of the international AAAI conference on web and social media 9 …, 2015
2692015
Hierarchical policy learning for hybrid communication load balancing
J Kang, X Chen, D Wu, YT Xu, X Liu, G Dudek, T Lee, I Park
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
202021
Multiobjective load balancing for multiband downlink cellular networks: A meta-reinforcement learning approach
A Feriani, D Wu, YT Xu, J Li, S Jang, E Hossain, X Liu, G Dudek
IEEE Journal on Selected Areas in Communications 40 (9), 2614-2629, 2022
172022
Load balancing for communication networks via data-efficient deep reinforcement learning
D Wu, J Kang, YT Xu, H Li, J Li, X Chen, D Rivkin, M Jenkin, T Lee, I Park, ...
2021 IEEE Global Communications Conference (GLOBECOM), 01-07, 2021
142021
One for all: Traffic prediction at heterogeneous 5g edge with data-efficient transfer learning
X Chen, J Wang, H Li, YT Xu, D Wu, X Liu, G Dudek, T Lee, I Park
2021 IEEE global communications conference (GLOBECOM), 01-06, 2021
112021
Short-term load forecasting with deep boosting transfer regression
D Wu, YT Xu, M Jenkin, J Wang, H Li, X Liu, G Dudek
ICC 2022-IEEE International Conference on Communications, 5530-5536, 2022
102022
Human motion prediction via pattern completion in latent representation space
YT Xu, Y Li, D Meger
2019 16th conference on computer and robot vision (CRV), 57-64, 2019
102019
Traffic scenario clustering and load balancing with distilled reinforcement learning policies
J Li, D Wu, YT Xu, T Li, S Jang, X Liu, G Dudek
ICC 2022-IEEE International Conference on Communications, 1536-1541, 2022
92022
Pressense: Passive respiration sensing via ambient wifi signals in noisy environments
YT Xu, X Chen, X Liu, D Meger, G Dudek
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020
62020
Coordinated load balancing in mobile edge computing network: a multi-agent drl approach
M Ma, D Wu, YT Xu, J Li, S Jang, X Liu, G Dudek
ICC 2022-IEEE International Conference on Communications, 619-624, 2022
42022
Policy reuse for communication load balancing in unseen traffic scenarios
YT Xu, J Li, D Wu, M Jenkin, S Jang, X Liu, G Dudek
arXiv preprint arXiv:2303.16685, 2023
22023
Afb: Improving communication load forecasting accuracy with adaptive feature boosting
C Hu, X Chen, J Wang, H Li, J Kang, YT Xu, X Liu, D Wu, S Jang, I Park, ...
2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021
22021
Hierarchical policy learning for hybrid communication load balancing
J Kang, X Chen, D Wu, YT Xu, X Liu, GL Dudek, LEE Taeseop, I Park
US Patent 11,751,115, 2023
12023
Reinforcement learning for communication load balancing: approaches and challenges
D Wu, J Li, A Ferini, YT Xu, M Jenkin, S Jang, X Liu, G Dudek
Frontiers in Computer Science 5, 1156064, 2023
12023
Communication Load Balancing via Efficient Inverse Reinforcement Learning
A Konar, D Wu, YT Xu, S Jang, S Liu, G Dudek
ICC 2023-IEEE International Conference on Communications, 472-478, 2023
12023
Method of load forecasting via attentive knowledge transfer, and an apparatus for the same
D Wu, M Jenkin, YT Xu, X Liu, X Chen, GL Dudek
US Patent App. 17/874,925, 2023
12023
Hierarchical policy learning for hybrid communication load balancing
J Kang, X Chen, D Wu, YT Xu, X Liu, GL Dudek, LEE Taeseop, I Park
US Patent 11,930,414, 2024
2024
Short-term load forecasting
D Wu, YT Xu, X Chen, J Wang, M Jenkin, H Li, GL Dudek, X Liu
US Patent 11,847,591, 2023
2023
Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning
D Wu, YT Xu, J Li, M Jenkin, E Hossain, S Jang, Y Xin, C Zhang, X Liu, ...
GLOBECOM 2023-2023 IEEE Global Communications Conference, 2973-2978, 2023
2023
Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning
D Wu, YT Xu, M Jenkin, S Jang, E Hossain, X Liu, G Dudek
GLOBECOM 2023-2023 IEEE Global Communications Conference, 7019-7024, 2023
2023
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Articles 1–20