Xue Liu

According to our database, Xue Liu authored at least 38 papers between 2020 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

Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization.

Jimmy Li, Igor Kozlov, Di Wu, Xue Liu, Gregory Dudek

CoRR, 2023

PEOPLEx: PEdestrian Opportunistic Positioning LEveraging IMU, UWB, BLE and WiFi.

Pierre-Yves Lajoie, Bobak Hamed Baghi, Sachini Herath, Francois Robert Hogan, Xue Liu, Gregory Dudek

CoRR, 2023

Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing.

Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek

CoRR, 2023

Think Before You Act: Decision Transformers with Internal Working Memory.

Jikun Kang, Romain Laroche, Xindi Yuan, Adam Trischler, Xue Liu, Jie Fu

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

Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks.

Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek

CoRR, 2023

ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence.

Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Xue Liu, Francois Robert Hogan

CoRR, 2023

ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence.

Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Michael Jenkin, Xue Liu, Francois Robert Hogan

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.

Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios.

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

Proceedings of the IEEE International Conference on Communications, 2023

Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks.

Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 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

Fidora: Robust WiFi-Based Indoor Localization via Unsupervised Domain Adaptation.

Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek

IEEE Internet Things J., 2022

Behaviour Learning with Adaptive Motif Discovery and Interacting Multiple Model.

Hanging Zhao, Travis Manderson, Hao Zhang, Xue Liu, Gregory Dudek

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

Active Deep Multi-task Learning for Forecasting Short-Term Loads.

Di Wu, Michael Jenkin, 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

Communication Traffic Prediction with Continual Knowledge Distillation.

Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2022

Data-Efficient Communication Traffic Prediction With Deep Transfer Learning.

Hang Li, Ju Wang, Xi Chen, 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

A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning.

Jikun Kang, Ju Wang, Chengming Hu, 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

Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting.

Chengming Hu, Ju Wang, Di Wu, Xue Liu, Gregory Dudek

Proceedings of the IEEE Global Communications Conference, 2022

2021

DAFI: WiFi-based Device-free Indoor Localization via Domain Adaptation.

Hang Li, Xi Chen, Ju Wang, Di Wu, Xue Liu

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Optimizing Cellular Networks via Continuously Moving Base Stations on Road Networks.

Yogesh A. Girdhar, Dmitriy Rivkin, Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

UWB-Assisted Fast mmWave Beam Alignment.

Ju Wang, Xi Chen, Xue Liu, Gregory Dudek

Proceedings of the ICC 2021, 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

Learning Assisted Identification of Scenarios Where Network Optimization Algorithms Under-Perform.

Dmitriy Rivkin, David Meger, Di Wu, Xi Chen, 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

Impact Patterns of Combining Model Pruning and Continual Learning on Model Performance.

Xueyang Zhang, Hang Li, Xi Chen, Xue Liu

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2020

FiDo: Ubiquitous Fine-Grained WiFi-based Localization for Unlabelled Users via Domain Adaptation.

Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

The Answer Is Blowing in the Wind: Directed Air Flow for Socially-acceptable Human-Robot Interaction.

Vincent Zhang, Natalie Friedman, David Goedicke, Dmitriy Rivkin, Michael Jenkin, Xue Liu, Gregory Dudek

Proceedings of the International Conference on Robotics, 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