Xue Liu - RankMe

56 papers A* 3A 2B 11Journal 20Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Large Language Models (LLMs) for Telecom using Dynamic Knowledge Graphs and Explainable Retrieval-Augmented Generation. CoRR Dun Yuan, Hao Zhou, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2025	—	`conf`	Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation. ICC Workshops Dun Yuan, Hao Zhou, Di Wu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Charlie Zhang
2025	J	`jnl`	Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation. CoRR Dun Yuan, Hao Zhou, Di Wu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2025	J	`jnl`	Hierarchical Debate-Based Large Language Model (LLM) for Complex Task Planning of 6G Network Management. CoRR Yuyan Lin, Hao Zhou, Chengming Hu, Xue Liu, Hao Chen, Yan Xin, Jianzhong Zhang
2024	—	`conf`	Accelerating Digital Twin Calibration with Warm-Start Bayesian Optimization. ICC Abhisek Konar, Amal Feriani, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2024	—	`conf`	Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching. ICC Workshops Junliang Luo, Yi Tian Xu, Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek
2024	—	`conf`	Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-Based RAN Optimization. ICC Workshops Jimmy Li, Igor Kozlov, Di Wu, Xue Liu, Gregory Dudek
2024	J	`jnl`	Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning. CoRR Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Zhu Han, Charlie Zhang
2024	J	`jnl`	Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities. CoRR 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
2024	J	`jnl`	Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control. CoRR Hao Zhou, Chengming Hu, Dun Yuan, Ye Yuan, Di Wu, Xue Liu, Charlie Jianzhong Zhang
2024	A*	`conf`	Learning to Extract Structured Entities Using Language Models. EMNLP Haolun Wu, Ye Yuan, Liana Mikaelyan, Alexander Meulemans, Xue Liu, James Hensman, Bhaskar Mitra
2024	—	`conf`	Optimizing Energy Saving for Wireless Networks Via Offline Decision Transformer. ICC Yi Tian Xu, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2024	—	`conf`	PEOPLEx: PEdestrian Opportunistic Positioning LEveraging IMU, UWB, BLE and WiFi. ICC Pierre-Yves Lajoie, Bobak Hamed Baghi, Sachini Herath, Francois Robert Hogan, Xue Liu, Gregory Dudek
2024	—	`conf`	Probabilistic Mobility Load Balancing for Multi-Band 5G and Beyond Networks. ICC Workshops Saria Al Laham, Di Wu, Ekram Hossain, Xue Liu, Gregory Dudek
2024	J	`jnl`	Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks. CoRR Saria Al Laham, Di Wu, Ekram Hossain, Xue Liu, Gregory Dudek
2023	A*	`conf`	ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence. ICRA Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Michael Jenkin, Xue Liu, Francois Robert Hogan
2023	J	`jnl`	ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence. CoRR Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar, David Meger, Oliver Limoyo, Xue Liu, Francois Robert Hogan
2023	B	`conf`	AdaTeacher: Adaptive Multi-Teacher Weighting for Communication Load Forecasting. GLOBECOM Chengming Hu, Ju Wang, Di Wu, Yan Xin, Charlie Zhang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching. CoRR Junliang Luo, Yi Tian Xu, Di Wu, Michael R. M. Jenkin, Xue Liu, Gregory Dudek
2023	J	`jnl`	Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization. CoRR Jimmy Li, Igor Kozlov, Di Wu, Xue Liu, Gregory Dudek
2023	B	`conf`	Energy Saving in Cellular Wireless Networks via Transfer Deep Reinforcement Learning. GLOBECOM Di Wu, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
2023	B	`conf`	Learning to Adapt: Communication Load Balancing via Adaptive Deep Reinforcement Learning. GLOBECOM Di Wu, Yi Tian Xu, Jimmy Li, Michael Jenkin, Ekram Hossain, Seowoo Jang, Xin Yang, Charlie Zhang, Xue Liu, Gregory Dudek
2023	—	`conf`	Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. ICC Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. CoRR Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023	—	`conf`	Multi-Agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. ICC Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek
2023	J	`jnl`	Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks. CoRR Jikun Kang, Di Wu, Ju Wang, Ekram Hossain, Xue Liu, Gregory Dudek
2023	J	`jnl`	PEOPLEx: PEdestrian Opportunistic Positioning LEveraging IMU, UWB, BLE and WiFi. CoRR Pierre-Yves Lajoie, Bobak Hamed Baghi, Sachini Herath, Francois Robert Hogan, Xue Liu, Gregory Dudek
2023	—	`conf`	Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios. ICC Yi Tian, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios. CoRR Yi Tian Xu, Jimmy Li, Di Wu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing. CoRR Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek
2023	J	`jnl`	Reinforcement learning for communication load balancing: approaches and challenges. Frontiers Comput. Sci. Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023	—	`conf`	Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks. ICC Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek
2023	J	`jnl`	Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks. CoRR Igor Kozlov, Dmitriy Rivkin, Wei-Di Chang, Di Wu, Xue Liu, Gregory Dudek
2023	J	`jnl`	Think Before You Act: Decision Transformers with Internal Working Memory. CoRR Jikun Kang, Romain Laroche, Xindi Yuan, Adam Trischler, Xue Liu, Jie Fu
2022	B	`conf`	A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning. GLOBECOM Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, Gregory Dudek
2022	B	`conf`	Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting. GLOBECOM Chengming Hu, Ju Wang, Di Wu, Xue Liu, Gregory Dudek
2022	—	`conf`	Active Deep Multi-task Learning for Forecasting Short-Term Loads. ICC Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek
2022	B	`conf`	Attentive Knowledge Transfer for Short-term Load Forecasting. GLOBECOM Di Wu, Michael Jenkin, Yi Tian Xu, Xue Liu, Gregory Dudek
2022	A	`conf`	Behaviour Learning with Adaptive Motif Discovery and Interacting Multiple Model. IROS Hanqing Zhao, Travis Manderson, Hao Zhang, Xue Liu, Gregory Dudek
2022	—	`conf`	Communication Traffic Prediction with Continual Knowledge Distillation. ICC Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek
2022	—	`conf`	Coordinated Load Balancing in Mobile Edge Computing Network: a Multi-Agent DRL Approach. ICC Manyou Ma, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Xue Liu, Gregory Dudek
2022	—	`conf`	Data-Efficient Communication Traffic Prediction With Deep Transfer Learning. ICC Hang Li, Ju Wang, Xi Chen, Xue Liu, Gregory Dudek
2022	B	`conf`	Efficient Neural Data Compression for Machine Type Communications via Knowledge Distillation. GLOBECOM Mostafa Hussien, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek
2022	J	`jnl`	Fidora: Robust WiFi-Based Indoor Localization via Unsupervised Domain Adaptation. IEEE Internet Things J. Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek
2022	J	`jnl`	Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
2022	—	`conf`	Short-term Load Forecasting with Deep Boosting Transfer Regression. ICC Di Wu, Yi Tian Xu, Michael Jenkin, Ju Wang, Hang Li, Xue Liu, Gregory Dudek
2022	—	`conf`	Traffic Scenario Clustering and Load Balancing with Distilled Reinforcement Learning Policies. ICC Jimmy Li, Di Wu, Yi Tian Xu, Tianyu Li, Seowoo Jang, Xue Liu, Gregory Dudek
2021	B	`conf`	AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting. GLOBECOM Chengming Hu, Xi Chen, Ju Wang, Hang Li, Jikun Kang, Yi Tian Xu, Xue Liu, Di Wu, Seowoo Jang, Intaik Park, Gregory Dudek
2021	—	`conf`	Hierarchical Policy Learning for Hybrid Communication Load Balancing. ICC Jikun Kang, Xi Chen, Di Wu, Yi Tian Xu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park
2021	B	`conf`	Learning Assisted Identification of Scenarios Where Network Optimization Algorithms Under-Perform. GLOBECOM Dmitriy Rivkin, David Meger, Di Wu, Xi Chen, Xue Liu, Gregory Dudek
2021	B	`conf`	Load Balancing for Communication Networks via Data-Efficient Deep Reinforcement Learning. GLOBECOM 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
2021	B	`conf`	One for All: Traffic Prediction at Heterogeneous 5G Edge with Data-Efficient Transfer Learning. GLOBECOM Xi Chen, Ju Wang, Hang Li, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek, Taeseop Lee, Intaik Park
2021	A*	`conf`	Optimizing Cellular Networks via Continuously Moving Base Stations on Road Networks. ICRA Yogesh A. Girdhar, Dmitriy Rivkin, Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek
2021	—	`conf`	UWB-Assisted Fast mmWave Beam Alignment. ICC Ju Wang, Xi Chen, Xue Liu, Gregory Dudek
2020	A	`conf`	PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments. IROS Yi Tian Xu, Xi Chen, Xue Liu, David Meger, Gregory Dudek
2020	—	`conf`	The Answer Is Blowing in the Wind: Directed Air Flow for Socially-acceptable Human-Robot Interaction. ROBOVIS Vincent Zhang, Natalie Friedman, David Goedicke, Dmitriy Rivkin, Michael Jenkin, Xue Liu, Gregory Dudek