Wenchao Xu

Orcid: 0000-0003-0983-387X

Affiliations:

Hong Kong Polytechnic University, Department of Computing, Hong Kong
Caritas Institute of Higher Education, School of Computing and Information Sciences, Hong Kong
University of Waterloo, Canada (PhD 2018)
Zhejiang University, Institute of Information and Communication Engineering, China (former)

According to our database¹, Wenchao Xu authored at least 125 papers between 2010 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Knowledge-Aware Parameter Coaching for Communication-Efficient Personalized Federated Learning in Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., January, 2025

Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., January, 2025

2024

Rethinking Personalized Client Collaboration in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., December, 2024

SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., November, 2024

GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network.

[BibT_eX]

[DOI]

IEEE Internet Things J., November, 2024

Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., August, 2024

Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., July, 2024

Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Computers, July, 2024

Optimal Power Control and CSI Acquisition for Over-the-Air Computation in OFDM System.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., June, 2024

Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

AirCon: Over-the-Air Consensus for Wireless Blockchain Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., May, 2024

Mobile Collaborative Learning Over Opportunistic Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., April, 2024

Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., March, 2024

Optimization-Driven DRL-Based Joint Beamformer Design for IRS-Aided ITSN Against Smart Jamming Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., January, 2024

A General 3-D Geometry-Based Stochastic Channel Model for B5G mmWave IIoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2024

Peak AoI Minimization With Directional Charging for Data Collection at Wireless-Powered Network Edge.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2024

UTDNet: A unified triplet decoder network for multimodal salient object detection.

[BibT_eX]

[DOI]

Neural Networks, 2024

A QoE-Aware Split Inference Accelerating Algorithm for NOMA-based Edge Intelligence.

[BibT_eX]

[DOI]

CoRR, 2024

Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Erasing Radio Frequency Fingerprints via Active Adversarial Perturbation.

[BibT_eX]

[DOI]

CoRR, 2024

Balanced Multi-modal Federated Learning via Cross-Modal Infiltration.

[BibT_eX]

[DOI]

CoRR, 2024

Client-wise Modality Selection for Balanced Multi-modal Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Detached and Interactive Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FedNLR: Federated Learning with Neuron-wise Learning Rates.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

OTAS: An Elastic Transformer Serving System via Token Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2024, 2024

FedBAT: Communication-Efficient Federated Learning via Learnable Binarization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Physical Layer Overshadowing Attack on Semantic Communication System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Disentangle Estimation of Causal Effects from Cross-Silo Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Personalized Federated Domain-Incremental Learning Based on Adaptive Knowledge Matching.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

C<sup>2</sup>KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Knowledge-Aware Parameter Coaching for Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Non-exemplar Online Class-Incremental Continual Learning via Dual-Prototype Self-Augment and Refinement.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., October, 2023

Intelligent Reflecting Surface-Aided Integrated Terrestrial-Satellite Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., April, 2023

Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence.

[BibT_eX]

[DOI]

CoRR, 2023

MDENet: Multi-modal Dual-embedding Networks for Malware Open-set Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Offline-Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement.

[BibT_eX]

[DOI]

CoRR, 2023

DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

A Practical Fast Model Inference System Over Tiny Wireless Device.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

Service-Oriented Resource Allocation in SDN Enabled LEO Satellite Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

Towards Unbiased Training in Federated Open-world Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

RingSFL: An Adaptive Federated Learning System for Heterogeneous Clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Non-Inducible RF Fingerprint Hiding via Feature Perturbation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

DaFKD: Domain-aware Federated Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

PMR: Prototypical Modal Rebalance for Multimodal Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Leveraging Blockchain for Multi-Operator Access Sharing Management in Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

PS+: A Simple yet Effective Framework for Fast Training on Parameter Server.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2022

Liquid Software-Based Edge Intelligence for Future 6G Networks.

[BibT_eX]

[DOI]

IEEE Netw., 2022

A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

AirCon: Over-the-Air Consensus for Wireless Blockchain Networks.

[BibT_eX]

[DOI]

CoRR, 2022

ProCC: Progressive Cross-primitive Consistency for Open-World Compositional Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application.

[BibT_eX]

[DOI]

CoRR, 2022

FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models - Federated Learning in Age of Foundation Model.

[BibT_eX]

[DOI]

CoRR, 2022

Vertical Machine Unlearning: Selectively Removing Sensitive Information From Latent Feature Space.

[BibT_eX]

[DOI]

CoRR, 2022

Design of Low-latency Overlay Protocol for Blockchain Delivery Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Fusing Onboard Modalities with V2V Information for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Sustainable Federated Learning with Long-term Online VCG Auction Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

AoI Minimization Charging at Wireless-Powered Network Edge.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Communications, 2022

Layer-wised Model Aggregation for Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Delay Optimal Concurrent Transmissions With Raptor Codes in Dual Connectivity Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2021

Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

Space-air-ground integrated networks for future IoT: Architecture, management, service and performance.

[BibT_eX]

[DOI]

Peer-to-Peer Netw. Appl., 2021

Service-Oriented Energy-Latency Tradeoff for IoT Task Partial Offloading in MEC-Enhanced Multi-RAT Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Joint Resource Allocation and User Scheduling Scheme for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Parameterized Knowledge Transfer for Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Towards Integrated Terrestrial-Satellite Network via Intelligent Reflecting Surface.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Internet Access in Vehicular Networks

[BibT_eX]

[DOI]

Wenchao Xu

Haibo Zhou

Xuemin (Sherman) Shen

Springer, ISBN: 978-3-030-88990-6, 2021

2020

Resource Management in Space-Air-Ground Integrated Vehicular Networks: SDN Control and AI Algorithm Design.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2020

Evolutionary V2X Technologies Toward the Internet of Vehicles: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Vehicular Networking-Enabled Vehicle State Prediction via Two-Level Quantized Adaptive Kalman Filtering.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Control Channel Anti-Jamming in Vehicular Networks via Cooperative Relay Beamforming.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Optimal power allocation for non-orthogonal multiple access in wireless backhaul networks.

[BibT_eX]

[DOI]

IET Commun., 2020

An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm.

[BibT_eX]

[DOI]

IEEE Access, 2020

Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Joint Power Allocation for Non-orthogonal Multiple Access in Wireless Backhaul Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Fog Computing, 2020

Collaborative Anomaly Detection for Internet of Things based on Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

Proactive Link Adaptation for Marine Internet of Things in TV White Space.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

User Clustering and Proactive Group Handover Scheduling in LEO Satellite Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computing, 2020

2019

Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions.

[BibT_eX]

[DOI]

IEEE Commun. Stand. Mag., 2019

Design of Active Learning Framework for Collaborative Anomaly Detection.

[BibT_eX]

[DOI]

He Cai

Cunqing Hua

Wenchao Xu

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

MoMAC: Mobility-Aware and Collision-Avoidance MAC for Safety Applications in VANETs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Exploiting Hotspot-2.0 for Traffic Offloading in Mobile Networks.

[BibT_eX]

[DOI]

Lakshmi V. Thanayankizil

Fan Bai

IEEE Netw., 2018

Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities.

[BibT_eX]

[DOI]

IEEE Netw., 2018

Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics.

[BibT_eX]

[DOI]

IEEE Netw., 2018

Big Data Driven Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Netw., 2018

DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2018

Internet of vehicles in big data era.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2018

Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Multiple Drone-Cell Deployment Analyses and Optimization in Drone Assisted Radio Access Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

ABC: Adaptive Beacon Control for Rear-End Collision Avoidance in VANETs.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Matching-Based Content Caching in Heterogeneous Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

2017

Toward 5G Spectrum Sharing for Immersive-Experience-Driven Vehicular Communications.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2017

Service-Oriented Dynamic Connection Management for Software-Defined Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

Delay Analysis of In-Vehicle Internet Access Via On-Road WiFi Access Points.

[BibT_eX]

[DOI]

IEEE Access, 2017

Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

3D Drone-cell deployment optimization for drone assisted radio access networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

2016

An Efficient PMIPv6-Based Handoff Scheme for Urban Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016

2011

Channel Assignment and User Association Game in Dense 802.11 Wireless Networks.

[BibT_eX]

[DOI]

Wenchao Xu

Cunqing Hua

Aiping Huang

Proceedings of IEEE International Conference on Communications, 2011

2010

A Game Theoretical Approach for Load Balancing User Association in 802.11 Wireless Networks.

[BibT_eX]

[DOI]

Wenchao Xu

Cunqing Hua

Aiping Huang

Proceedings of the Global Communications Conference, 2010

Wenchao Xu

Timeline

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