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Di Wu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 46
Top Topics
Traffic Signal Control
Reinforcement Learning
Cellular Networks
Load Forecasting
Top Venues
CoRR
ICC
IEEE Trans. Smart Grid
ICC Workshops
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Publications
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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)
Jilan Samiuddin
,
Benoit Boulet
,
Di Wu
An Online Spatial-Temporal Graph Trajectory Planner for Autonomous Vehicles.
CoRR
(2024)
Saria Al Laham
,
Di Wu
,
Ekram Hossain
,
Xue Liu
,
Gregory Dudek
Probabilistic Mobility Load Balancing for Multi-band 5G and Beyond Networks.
CoRR
(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)
Yuwei Fu
,
Haichao Zhang
,
Di Wu
,
Wei Xu
,
Benoit Boulet
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning.
CoRR
(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
,
Di Wu
,
Ju Wang
,
Ekram Hossain
,
Xue Liu
,
Gregory Dedek
Multi-Agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks.
ICC
(2023)
Xingshuai Huang
,
Di Wu
,
Benoit Boulet
MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations.
IEEE Trans. Intell. Transp. Syst.
24 (10) (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.
CoRR
(2023)
Di Wu
,
Weixuan Lin
Efficient Residential Electric Load Forecasting via Transfer Learning and Graph Neural Networks.
IEEE Trans. Smart Grid
14 (3) (2023)
Amal Feriani
,
Di Wu
,
Steve Liu
,
Gregory Dudek
CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation.
CoRR
(2023)
Xingshuai Huang
,
Di Wu
,
Benoit Boulet
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach.
CoRR
(2023)
Jiuqi Elise Zhang
,
Di Wu
,
Benoit Boulet
On the Performance of Legendre State-Space Models in Short-Term Time Series Forecasting.
CCECE
(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)
Wenbin Song
,
Di Wu
,
Weiming Shen
,
Benoît Boulet
A Remaining Useful Life Prediction Method for Lithium-ion Battery Based on Temporal Transformer Network.
ISM
(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)
Di Wu
,
Fan Zhou
,
Boyu Wang
,
Qicheng Lao
,
Chi Man Wong
,
Changjian Shui
,
Yuan Zhou
,
Feng Wan
On the Benefits of Two Dimensional Metric Learning.
IEEE Trans. Knowl. Data Eng.
35 (2) (2023)
Abhisek Konar
,
Di Wu
,
Yi Tian Xu
,
Seowoo Jang
,
Steve Liu
,
Gregory Dudek
Communication Load Balancing via Efficient Inverse Reinforcement Learning.
ICC
(2023)
Boyu Wang
,
Jorge A. Mendez
,
Changjian Shui
,
Fan Zhou
,
Di Wu
,
Gezheng Xu
,
Christian Gagné
,
Eric Eaton
Gap Minimization for Knowledge Sharing and Transfer.
J. Mach. Learn. Res.
24 (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)
Xijuan Sun
,
Di Wu
,
Arnaud Zinflou
,
Benoit Boulet
Anomaly Detection with Ensemble of Encoder and Decoder.
CoRR
(2023)
Junliang Luo
,
Yi Tian Xu
,
Di Wu
,
Michael R. M. Jenkin
,
Xue Liu
,
Gregory Dudek
Adaptive Dynamic Programming for Energy-Efficient Base Station Cell Switching.
CoRR
(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)
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)
Jimmy Li
,
Igor Kozlov
,
Di Wu
,
Xue Liu
,
Gregory Dudek
Anomaly Detection for Scalable Task Grouping in Reinforcement Learning-based RAN Optimization.
CoRR
(2023)
Xijuan Sun
,
Di Wu
,
Benoit Boulet
Analyzing the Benefits of Data Augmentation for Smart Grid Anomaly Detection and Forecasting.
CCECE
(2023)
Wenbin Song
,
Di Wu
,
Weiming Shen
,
Benoit Boulet
Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection.
CoRR
(2022)
Jiuqi Elise Zhang
,
Di Wu
,
Benoit Boulet
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection.
CCECE
(2022)
Huiliang Zhang
,
Sayani Seal
,
Di Wu
,
François Bouffard
,
Benoit Boulet
Building Energy Management With Reinforcement Learning and Model Predictive Control: A Survey.
IEEE Access
10 (2022)
Jiuqi Elise Zhang
,
Di Wu
,
Benoit Boulet
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection.
CoRR
(2022)
Yuwei Fu
,
Di Wu
,
Benoit Boulet
A Closer Look at Offline RL Agents.
NeurIPS
(2022)
Wenbin Song
,
Di Wu
,
Weiming Shen
,
Benoit Boulet
An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture.
CoRR
(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)
Xingshuai Huang
,
Di Wu
,
Michael Jenkin
,
Benoit Boulet
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control.
CoRR
(2021)
Jiuqi Elise Zhang
,
Di Wu
,
Benoit Boulet
Time Series Anomaly Detection for Smart Grids: A Survey.
CoRR
(2021)
Weixuan Lin
,
Di Wu
Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks.
IJCAI
(2021)
Di Wu
,
Can Cui
,
Benoit Boulet
Residential Short-Term Load Forecasting via Meta Learning and Domain Augmentation.
AI4KMES@IJCAI
(2021)
Weixuan Lin
,
Di Wu
,
Benoit Boulet
Spatial-Temporal Residential Short-Term Load Forecasting via Graph Neural Networks.
IEEE Trans. Smart Grid
12 (6) (2021)
Huiliang Zhang
,
Sayani Seal
,
Di Wu
,
Benoit Boulet
,
François Bouffard
,
Géza Joós
Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey.
CoRR
(2021)
Weixuan Lin
,
Di Wu
Characterization of Residential Electricity Customers via Deep Ensemble Learning.
AI4KMES@IJCAI
(2021)
Di Wu
,
Boyu Wang
,
Doina Precup
,
Benoit Boulet
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting.
IEEE Trans. Smart Grid
11 (2) (2020)
Di Wu
,
Boyu Wang
,
Doina Precup
,
Benoit Boulet
Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting.
ECML/PKDD (3)
(2017)