Wen Wu

Orcid: 0000-0002-0458-1282

Affiliations:
  • University of Waterloo, Department of Electrical and Computer Engineering, Canada (PhD 2019)


According to our database1, Wen Wu authored at least 79 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
FedDD: Toward Communication-Efficient Federated Learning With Differential Parameter Dropout.
IEEE Trans. Mob. Comput., May, 2024

Model-Driven Deep Learning for Non-Coherent Massive Machine-Type Communications.
IEEE Trans. Wirel. Commun., March, 2024

Learning-Based Query Scheduling and Resource Allocation for Low-Latency Mobile-Edge Video Analytics.
IEEE Internet Things J., February, 2024

Adaptive Split Learning over Energy-Constrained Wireless Edge Networks.
CoRR, 2024

Model-Assisted Learning for Adaptive Cooperative Perception of Connected Autonomous Vehicles.
CoRR, 2024

2023
Reliable PPO-Based Concurrent Multipath Transfer for Time-Sensitive Applications.
IEEE Trans. Veh. Technol., October, 2023

Stochastic Cumulative DNN Inference With RL-Aided Adaptive IoT Device-Edge Collaboration.
IEEE Internet Things J., October, 2023

Average Age-of-Information Minimization in Aerial IRS-Assisted Data Delivery.
IEEE Internet Things J., September, 2023

Split Learning Over Wireless Networks: Parallel Design and Resource Management.
IEEE J. Sel. Areas Commun., April, 2023

Joint Distributed Beamforming and Backscattering for UAV-Assisted WPSNs.
IEEE Trans. Wirel. Commun., March, 2023

Two-Timescale Learning-Based Task Offloading for Remote IoT in Integrated Satellite-Terrestrial Networks.
IEEE Internet Things J., 2023

Digital Twin Based User-Centric Resource Management for Multicast Short Video Streaming.
CoRR, 2023

Digital Twin-Assisted Adaptive Preloading for Short Video Streaming.
CoRR, 2023

Millimeter Wave Full-Duplex Networks: MAC Design and Throughput Optimization.
CoRR, 2023

Online Traffic Prediction in Multi-RAT Heterogeneous Network: A User-Cybertwin Asynchronous Learning Approach.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Predictive and Robust Field-of-View Selection for Virtual Reality Video Streaming.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Split Federated Learning: Speed up Model Training in Resource-Limited Wireless Networks.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Digital Twin-Assisted Resource Demand Prediction for Multicast Short Video Streaming.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

Cluster-HSFL: A Cluster-Based Hybrid Split and Federated Learning.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Value of Information-Based Packet Scheduling for AUV-Assisted UASNs.
Proceedings of the IEEE International Conference on Communications, 2023

Data Poisoning Attack Against Anomaly Detectors in Digital Twin-Based Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Digital Twin-Assisted Collaborative Transcoding for Better User Satisfaction in Live Streaming.
Proceedings of the IEEE International Conference on Communications, 2023

Multi-Auv Collaborative Data Collection in Integrated Underwater Acoustic Communication and Detection Networks.
Proceedings of the IEEE Global Communications Conference, 2023

2022
AI-Native Network Slicing for 6G Networks.
IEEE Wirel. Commun., 2022

Joint Constellation Design and Multiuser Detection for Grant-Free NOMA.
IEEE Trans. Wirel. Commun., 2022

Joint Cache Placement and Cooperative Multicast Beamforming in Integrated Satellite-Terrestrial Networks.
IEEE Trans. Veh. Technol., 2022

Packet Routing in Dynamic Multi-Hop UAV Relay Network: A Multi-Agent Learning Approach.
IEEE Trans. Veh. Technol., 2022

Covert Wireless Communication With Noise Uncertainty in Space-Air-Ground Integrated Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022

TC-Flow: Chain Flow Scheduling for Advanced Industrial Applications in Time-Sensitive Networks.
IEEE Netw., 2022

Age-Optimal Transmission Policy With HARQ for Freshness-Critical Vehicular Status Updates in Space-Air-Ground-Integrated Networks.
IEEE Internet Things J., 2022

Holistic Network Virtualization and Pervasive Network Intelligence for 6G.
IEEE Commun. Surv. Tutorials, 2022

Cost-Effective Two-Stage Network Slicing for Edge-Cloud Orchestrated Vehicular Networks.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Sparse Big Data for Vehicular Network Traffic Flow Estimation: A Machine Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2022

Object-Based Resolution Selection for Efficient Edge-Assisted Multi-Task Video Analytics.
Proceedings of the IEEE Global Communications Conference, 2022

Personalized QoE Enhancement for Adaptive Video Streaming: A Digital Twin-Assisted Scheme.
Proceedings of the IEEE Global Communications Conference, 2022

2021
Millimeter-Wave Networks - Beamforming Design and Performance Analysis
Wireless Networks, Springer, ISBN: 978-3-030-88629-5, 2021

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN.
IEEE Trans. Wirel. Commun., 2021

Deep Reinforcement Learning Based Resource Management for DNN Inference in Industrial IoT.
IEEE Trans. Veh. Technol., 2021

Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics, 2021

TOFFEE: Task Offloading and Frequency Scaling for Energy Efficiency of Mobile Devices in Mobile Edge Computing.
IEEE Trans. Cloud Comput., 2021

Energy Efficient Dynamic Offloading in Mobile Edge Computing for Internet of Things.
IEEE Trans. Cloud Comput., 2021

Optimizing Federated Learning in Distributed Industrial IoT: A Multi-Agent Approach.
IEEE J. Sel. Areas Commun., 2021

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning.
IEEE J. Sel. Areas Commun., 2021

Reliable Cybertwin-Driven Concurrent Multipath Transfer With Deep Reinforcement Learning.
IEEE Internet Things J., 2021

Edge Learning for Low-Latency Video Analytics: Query Scheduling and Resource Allocation.
Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

QoE-driven Mobile 360 Video Streaming: Predictive View Generation and Dynamic Tile Selection.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Spectrum and Computing Resource Management for Federated Learning in Distributed Industrial IoT.
Proceedings of the IEEE International Conference on Communications Workshops, 2021

Multi-Task Learning Aided Joint Constellation Design and Multiuser Detection for GF-NOMA.
Proceedings of the ICC 2021, 2021

Resource-Efficient DNN Training and Inference for Heterogeneous Edge Intelligence in 6G.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

Adaptive Access Mode Selection in Space-Ground Integrated Vehicular Networks.
Proceedings of the IEEE Global Communications Conference, 2021

Joint Distributed Beamforming and Backscatter Cooperation for UAV-Assisted WPSNs.
Proceedings of the IEEE Global Communications Conference, 2021

2020
mmWave IEEE 802.11ay for 5G Fixed Wireless Access.
IEEE Wirel. Commun., 2020

Low-Complexity User Selection Algorithms for Multiuser Transmissions in mmWave WLANs.
IEEE Trans. Wirel. Commun., 2020

Performance Analysis and Enhancement of Beamforming Training in 802.11ad.
IEEE Trans. Veh. Technol., 2020

Efficient Hybrid Beamforming With Anti-Blockage Design for High-Speed Railway Communications.
IEEE Trans. Veh. Technol., 2020

Edge Coordinated Query Configuration for Low-Latency and Accurate Video Analytics.
IEEE Trans. Ind. Informatics, 2020

Interference Mitigation Via Cross-Tier Cooperation in Heterogeneous Cloud Radio Access Networks.
IEEE Trans. Cogn. Commun. Netw., 2020

Intelligent Optimization of Availability and Communication Cost in Satellite-UAV Mobile Edge Caching System With Fault-Tolerant Codes.
IEEE Trans. Cogn. Commun. Netw., 2020

Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network.
CoRR, 2020

Cellular Traffic Load Prediction with LSTM and Gaussian Process Regression.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Reinforcement Learning Based Resource Management for DNN Inference in IIoT.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Design and Analysis of Beamforming in mmWave Networks.
PhD thesis, 2019

Fast mmwave Beam Alignment via Correlated Bandit Learning.
IEEE Trans. Wirel. Commun., 2019

Beef Up mmWave Dense Cellular Networks With D2D-Assisted Cooperative Edge Caching.
IEEE Trans. Veh. Technol., 2019

Delay-Minimization Routing for Heterogeneous VANETs With Machine Learning Based Mobility Prediction.
IEEE Trans. Veh. Technol., 2019

Optimizing Trajectory of Unmanned Aerial Vehicles for Efficient Data Acquisition: A Matrix Completion Approach.
IEEE Internet Things J., 2019

Deep Reinforcement Learning for Router Selection in Network With Heavy Traffic.
IEEE Access, 2019

Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT.
Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Cooperation-Based Interference Mitigation in Heterogeneous Cloud Radio Access Networks.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Online UAV Scheduling Towards Throughput QoS Guarantee for Dynamic IoVs.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

On Hybrid Beamforming of mmWave MU-MIMO System for High-Speed Railways.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Delay-Aware IoT Task Scheduling in Space-Air-Ground Integrated Network.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Edge Caching and Content Delivery with Minimized Delay for Both High-Speed Train and Local Users.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Enhance the edge with beamforming: Performance analysis of beamforming-enabled WLAN.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

HBF-PDVG: Hybrid Beamforming and User Selection for UL MU-MIMO mmWave Systems.
Proceedings of the IEEE Globecom Workshops, 2018

2017
MAC layer design for concurrent transmissions in millimeter wave WLANs.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

Performance analysis of IEEE 802.11.ad downlink hybrid beamforming.
Proceedings of the IEEE International Conference on Communications, 2017

2014
A joint real Grassmannian quantization strategy for SISO IA with limited feedback.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

A joint real grassmannian quantization strategy for MIMO interference alignment with limited feedback.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014


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