Yi Tian Xu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Cellular Networks

Reinforcement Learning

Noisy Environments

Top Venues

IEEE J. Sel. Areas Commun.

Publications

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)
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)
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)
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 (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)
Mostafa Hussien, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek
Efficient Neural Data Compression for Machine Type Communications via Knowledge Distillation. GLOBECOM (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)
Di Wu, Michael Jenkin, Yi Tian Xu, Xue Liu, Gregory Dudek
Attentive Knowledge Transfer for Short-term Load Forecasting. GLOBECOM (2022)
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)
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)
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)
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)
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)
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)
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)
Yi Tian Xu, Xi Chen, Xue Liu, David Meger, Gregory Dudek
PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments. IROS (2020)
Yi Tian Xu, Yaqiao Li, David Meger
Human Motion Prediction Via Pattern Completion in Latent Representation Space. CRV (2019)
Yi Tian Xu, Yaqiao Li, David Meger
Human Motion Prediction via Pattern Completion in Latent Representation Space. CoRR (2019)
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)