Xue Liu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 23

Top Topics

Cellular Networks

Indoor Localization

Data Compression

Top Venues

Publications

Jimmy Li, Igor Kozlov, Di Wu, Xue Liu, Gregory Dudek
Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-Based RAN Optimization. ICC Workshops (2024)
Hao Zhou, Chengming Hu, Ye Yuan, Yufei Cui, Yili Jin, Can Chen, Haolun Wu, Dun Yuan, Li Jiang, Di Wu, Xue Liu, Charlie Jianzhong Zhang, Xianbin Wang, Jiangchuan Liu
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities. CoRR (2024)
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)
Saria Al Laham, Di Wu, Ekram Hossain, Xue Liu, Gregory Dudek
Probabilistic Mobility Load Balancing for Multi-Band 5G and Beyond Networks. ICC Workshops (2024)
Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek
Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. CoRR (2023)
Jikun Kang, Romain Laroche, Xindi Yuan, Adam Trischler, Xue Liu, Jie Fu
Think Before You Act: Decision Transformers with Internal Working Memory. CoRR (2023)
Pierre-Yves Lajoie, Bobak Hamed Baghi, Sachini Herath, Francois Robert Hogan, Xue Liu, Gregory Dudek
PEOPLEx: PEdestrian Opportunistic Positioning LEveraging IMU, UWB, BLE and WiFi. CoRR (2023)
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)
Yi Tian, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios. ICC (2023)
Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Xue Liu, Francois Robert Hogan
ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence. CoRR (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)
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. ICC (2023)
Chengming Hu, Ju Wang, Di Wu, Yan Xin, Charlie Zhang, Xue Liu, Gregory Dudek
AdaTeacher: Adaptive Multi-Teacher Weighting for Communication Load Forecasting. GLOBECOM (2023)
Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek
Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing. CoRR (2023)
Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Michael Jenkin, Xue Liu, Francois Robert Hogan
ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence. ICRA (2023)
Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek
Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks. CoRR (2023)
Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek
Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks. ICC (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)
Hanging Zhao, Travis Manderson, Hao Zhang, Xue Liu, Gregory Dudek
Behaviour Learning with Adaptive Motif Discovery and Interacting Multiple Model. IROS (2022)
Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek
Fidora: Robust WiFi-Based Indoor Localization via Unsupervised Domain Adaptation. IEEE Internet Things J. 9 (12) (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)