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ORCIDXue Liu 0004
Person information
- affiliation: Samsung AI Center Montreal, QC, Canada
Other persons with the same name
- Xue Liu — disambiguation page
- Xue (Steve) Liu
![[0000-0001-5252-3442]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-5252-3442")
(aka: Xue Liu 0001) — McGill University, School of Computer Science, Montreal, QC, Canada (and 1 more) - Xue Liu 0002 — Shanghai Jiao Tong University, School of Life Sciences and Biotechnology, China
- Xue Liu 0003 — Northeastern University, School of Computer Science and Engineering, Shenyang, China
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2020 – today
- 2023
[j4]Di Wu, Jimmy Li, Amal Feriani, 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)- [c27]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: 7019-7024 - [c26]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: 309-315 - [c25]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: 2227-2232 - [c24]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: 3720-3725 - [c23]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: 8262-8268 - [i9]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 abs/2302.02025 (2023) - [i8]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 abs/2302.07931 (2023) - [i7]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 abs/2303.08003 (2023) - [i6]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. CoRR abs/2303.13686 (2023) - [i5]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 abs/2303.16685 (2023) - [i4]Jikun Kang, Romain Laroche, Xindi Yuan, Adam Trischler, Xue Liu, Jie Fu:
Think Before You Act: Decision Transformers with Internal Working Memory. CoRR abs/2305.16338 (2023) - [i3]Dun Yuan, Ekram Hossain, Di Wu, Xue Liu, Gregory Dudek:
Realizing XR Applications Using 5G-Based 3D Holographic Communication and Mobile Edge Computing. CoRR abs/2310.03908 (2023) - [i2]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 abs/2311.18182 (2023) - [i1]Jimmy Li, Igor Kozlov, Di Wu, Xue Liu, Gregory Dudek:
Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization. CoRR abs/2312.03277 (2023) - 2022
- [j3]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): 9872-9888 (2022) - [j2]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): 2614-2629 (2022) - [c22]Mostafa Hussien, Yi Tian Xu, Di Wu, Xue Liu, Gregory Dudek:
Efficient Neural Data Compression for Machine Type Communications via Knowledge Distillation. GLOBECOM 2022: 1169-1174 - [c21]Chengming Hu, Ju Wang, Di Wu, Xue Liu, Gregory Dudek:
Accurate Communication Traffic Forecasting with Multi-Source Adaptive Feature Boosting. GLOBECOM 2022: 2316-2321 - [c20]Jikun Kang, Ju Wang, Chengming Hu, Xue Liu, Gregory Dudek:
A Generalized Load Balancing Policy With Multi-Teacher Reinforcement Learning. GLOBECOM 2022: 3096-3101 - [c19]Di Wu, Michael Jenkin, Yi Tian Xu, Xue Liu, Gregory Dudek:
Attentive Knowledge Transfer for Short-term Load Forecasting. GLOBECOM 2022: 5285-5291 - [c18]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: 619-624 - [c17]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: 1536-1541 - [c16]Hang Li, Ju Wang, Xi Chen, Xue Liu, Gregory Dudek:
Data-Efficient Communication Traffic Prediction With Deep Transfer Learning. ICC 2022: 3190-3195 - [c15]Hang Li, Ju Wang, Chengming Hu, Xi Chen, Xue Liu, Seowoo Jang, Gregory Dudek:
Communication Traffic Prediction with Continual Knowledge Distillation. ICC 2022: 5481-5486 - [c14]Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek:
Active Deep Multi-task Learning for Forecasting Short-Term Loads. ICC 2022: 5523-5529 - [c13]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: 5530-5536 - [c12]Hanging Zhao, Travis Manderson, Hao Zhang, Xue Liu, Gregory Dudek:
Behaviour Learning with Adaptive Motif Discovery and Interacting Multiple Model. IROS 2022: 10788-10794 - 2021
- [j1]Hang Li, Xi Chen, Ju Wang, Di Wu, Xue Liu:
DAFI: WiFi-based Device-free Indoor Localization via Domain Adaptation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 167:1-167:21 (2021) - [c11]Xueyang Zhang, Hang Li, Xi Chen, Xue Liu:
Impact Patterns of Combining Model Pruning and Continual Learning on Model Performance. CogMI 2021: 27-33 - [c10]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: 1-6 - [c9]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: 1-6 - [c8]Dmitriy Rivkin, David Meger, Di Wu, Xi Chen, Xue Liu, Gregory Dudek:
Learning Assisted Identification of Scenarios Where Network Optimization Algorithms Under-Perform. GLOBECOM 2021: 1-7 - [c7]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: 1-7 - [c6]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: 1-6 - [c5]Ju Wang, Xi Chen, Xue Liu, Gregory Dudek:
UWB-Assisted Fast mmWave Beam Alignment. ICC 2021: 1-6 - [c4]Yogesh A. Girdhar, Dmitriy Rivkin, Di Wu, Michael Jenkin, Xue Liu, Gregory Dudek:
Optimizing Cellular Networks via Continuously Moving Base Stations on Road Networks. ICRA 2021: 4020-4025 - 2020
- [c3]Yi Tian Xu, Xi Chen, Xue Liu, David Meger, Gregory Dudek:
PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments. IROS 2020: 4032-4039 - [c2]Vincent Zhang, Natalie Friedman, David Goedicke, Dmitriy Rivkin, Michael Jenkin, Xue Liu, Gregory Dudek:
The Answer Is Blowing in the Wind: Directed Air Flow for Socially-acceptable Human-Robot Interaction. ROBOVIS 2020: 106-113 - [c1]Xi Chen, Hang Li, Chenyi Zhou, Xue Liu, Di Wu, Gregory Dudek:
FiDo: Ubiquitous Fine-Grained WiFi-based Localization for Unlabelled Users via Domain Adaptation. WWW 2020: 23-33
Coauthor Index
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