Yi Tian Xu

According to our database, Yi Tian Xu authored at least 19 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Reinforcement learning for communication load balancing: approaches and challenges.

Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

Frontiers Comput. Sci., 2023

Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching.

Junliang Luo, Yi Tian Xu, Di Wu, Michael R. M. Jenkin, Xue Liu, Gregory Dudek

CoRR, 2023

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.

Yi Tian Xu, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek

CoRR, 2023

Communication Load Balancing via Efficient Inverse Reinforcement Learning.

Abhisek Konar, Di Wu, Yi Tian Xu, Seowoo Jang, Steve Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning.

Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2023

Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning.

Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2023

2022

Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach.

Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek

IEEE J. Sel. Areas Commun., 2022

Short-term Load Forecasting with Deep Boosting Transfer Regression.

Di Wu, Yi Tian Xu, Michael Jenkin, Ju Wang, Hang Li, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach.

Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies.

Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Attentive Knowledge Transfer for Short-term Load Forecasting.

Di Wu, Michael Jenkin, Yi Tian Xu, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2022

Efficient Neural Data Compression for Machine Type Communications via Knowledge Distillation.

Mostafa Hussien, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2022

2021

Hierarchical Policy Learning for Hybrid Communication Load Balancing.

Jikun Kang, Xi Chen, Di Wu, Yi Tian Xu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park

Proceedings of the ICC 2021, 2021

Load Balancing for Communication Networks via Data-Efficient Deep Reinforcement Learning.

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

Proceedings of the IEEE Global Communications Conference, 2021

AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting.

Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2021

One for All: Traffic Prediction at Heterogeneous 5G Edge with Data-Efficient Transfer Learning.

Xi Chen, Ju Wang, Hang Li, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park

Proceedings of the IEEE Global Communications Conference, 2021

2020

PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments.

Yi Tian Xu, Xi Chen, Xue Liu, David Meger, Gregory Dudek

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019

Human Motion Prediction Via Pattern Completion in Latent Representation Space.

Yi Tian Xu, Yaqiao Li, David Meger

Proceedings of the 16th Conference on Computer and Robot Vision, 2019

2015

Geolocation Prediction in Twitter Using Social Networks: A Critical Analysis and Review of Current Practice.

David Jurgens, Tyler Finethy, James McCorriston, Yi Tian Xu, Derek Ruths

Proceedings of the Ninth International Conference on Web and Social Media, 2015