PhD in Electrical and Computer Engineering
University of Waterloo, 2019
Article
FedGSE: Gradient-Based Submodel Extraction for Resource-Constrained Federated Learning
Article
Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6 G Networks
Article
Identity-Preserving Covert Communication With Generative Perturbation
Article
Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning
Conference paper
BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
Conference paper
Generative Forgery Attack for Radio Frequency Fingerprints Spoofing
Conference paper
On-Demand Multimedia Delivery in 6G: An Optimal-Cost Steiner Tree Approach
Conference paper
ONE-FOR-ALL FEW-SHOT ANOMALY DETECTION VIA INSTANCE-INDUCED PROMPT LEARNING
Conference paper
Poster: Coda: Context-aware Acceleration for Distributed LLM Decoding in Edge
Conference paper
SELF-INTROSPECTIVE DECODING: ALLEVIATING HALLUCINATIONS FOR LARGE VISION-LANGUAGE MODELS
Conference paper
A General 3-D Geometry-Based Stochastic Channel Model for B5G mmWave IIoT
Article
AI-Generated Content-Based Edge Learning for Fast and Efficient Few-Shot Defect Detection in IIoT
Article
AirCon: Over-the-Air Consensus for Wireless Blockchain Networks
Article
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit
Article
Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation
Article
Article
Mobile Collaborative Learning Over Opportunistic Internet of Vehicles
Article
Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing
Article
Optimal Power Control and CSI Acquisition for Over-the-Air Computation in OFDM System
Article
Article
Peak AoI Minimization with Directional Charging for Data Collection at Wireless-Powered Network Edge
Article
Article
Rethinking Personalized Client Collaboration in Federated Learning
Article
SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning
Article
Toward Multi-User Access Fairness in Reconfigurable Intelligent Surface Assisted Wireless Networks
Article
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms
Article
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration
Article
UTDNet: A unified triplet decoder network for multimodal salient object detection
Article
Conference paper
AWSSS: Adaptive Weighted Statistical Space Smoothing for Regression with Imbalance Data
Conference paper
C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
Conference paper
Conference paper
Cross-modal Representation Flattening for Multi-modal Domain Generalization
Conference paper
Disentangle Estimation of Causal Effects from Cross-Silo Data
Conference paper
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
Conference paper
Knowledge-Aware Parameter Coaching for Personalized Federated Learning
Conference paper
Conference paper
OTAS: An Elastic Transformer Serving System via Token Adaptation
Conference paper
Physical Layer Overshadowing Attack on Semantic Communication System
Conference paper
ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning
Conference paper
Intelligent Reflecting Surface-Aided Integrated Terrestrial-Satellite Networks
Article
Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks
Article
A Practical Fast Model Inference System over Tiny Wireless Device
Conference paper
AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation
Conference paper
DaFKD: Domain-aware Federated Knowledge Distillation
Conference paper
Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate Prediction
Conference paper
Non-Inducible RF Fingerprint Hiding via Feature Perturbation
Conference paper
Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge
Conference paper
PMR: Prototypical Modal Rebalance for Multimodal Learning
Conference paper
RingSFL: An Adaptive Federated Learning System for Heterogeneous Clients
Conference paper
Service-Oriented Resource Allocation in SDN Enabled LEO Satellite Networks
Conference paper
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer
Conference paper
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
Conference paper
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
Conference paper
A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT
Article
Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment
Article
Leveraging Blockchain for Multi-Operator Access Sharing Management in Internet of Vehicles
Article
Liquid Software-Based Edge Intelligence for Future 6G Networks
Article
PS+: A Simple yet Effective Framework for Fast Training on Parameter Server
Article
AoI Minimization Charging at Wireless-Powered Network Edge
Conference paper
Design of Low-latency Overlay Protocol for Blockchain Delivery Networks
Conference paper
Fusing Onboard Modalities with V2V Information for Autonomous Driving
Conference paper
Layer-wised Model Aggregation for Personalized Federated Learning
Conference paper
Sustainable Federated Learning with Long-term Online VCG Auction Mechanism
Conference paper
Delay Optimal Concurrent Transmissions with Raptor Codes in Dual Connectivity Networks
Article
Article
Article
Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles
Article
Internet Access in Vehicular Networks
Book
Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach
Conference paper
Joint Resource Allocation and User Scheduling Scheme for Federated Learning
Conference paper
Parameterized Knowledge Transfer for Personalized Federated Learning
Conference paper
Towards Integrated Terrestrial-Satellite Network via Intelligent Reflecting Surface
Conference paper
User clustering and proactive group handover scheduling in LEO satellite networks
Conference paper
Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks
Conference paper
An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm
Article
Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation
Article
Control channel anti-jamming in vehicular networks via cooperative relay beamforming
Article
Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach
Article
Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles
Article
Evolutionary V2X Technologies Toward the Internet of Vehicles: Challenges and Opportunities
Article
Optimal power allocation for non-orthogonal multiple access in wireless backhaul networks
Article
Article
Article
A Novel Learning Approach for Citywide Crowd Flow Prediction
Conference paper
Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor
Conference paper
Joint Power Allocation for Non-orthogonal Multiple Access in Wireless Backhaul Networks
Conference paper
Proactive Link Adaptation for Marine Internet of Things in TV White Space
Conference paper
Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications
Article
Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions
Article
Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot
Article
A queueing analysis of the opportunistic vehicle-to-vehicle communication
Conference paper
Design of Active Learning Framework for Collaborative Anomaly Detection
Conference paper
Efficient rate adaptation for 802.11af TVWS vehicular access via deep learning
Conference paper
Air-ground integrated mobile edge networks: Architecture, challenges, and opportunities
Article
Big Data Driven Vehicular Networks
Article
DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs
Article
Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities
Article
Exploiting Hotspot-2.0 for Traffic Offloading in Mobile Networks
Article
Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics
Article
Internet of vehicles in big data era
Article
MoMAC: Mobility-aware and collision-avoidance MAC for safety applications in VANETs
Article
Multiple drone-cell deployment analyses and optimization in drone assisted radio access networks
Article
SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs
Article
3D Drone-cell deployment optimization for drone assisted radio access networks
Conference paper
ABC: Adaptive beacon control for rear-end collision avoidance in VANETs
Conference paper
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Conference paper
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Conference paper
Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points
Conference paper
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Conference paper
Delay analysis of in-vehicle internet access Via On-Road WiFi access points
Article
Service-Oriented Dynamic Connection Management for Software-Defined Internet of Vehicles
Article
Toward 5G Spectrum Sharing for Immersive-Experience-Driven Vehicular Communications
Article
An Efficient PMIPv6-Based Handoff Scheme for Urban Vehicular Networks
Article
Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading
Conference paper
A Game Theoretical Approach for Load Balancing User Association in 802.11 Wireless Networks
Conference paper
Channel Assignment and User Association Game in Dense 802.11 Wireless Networks
Conference paper
A measurement study of channel dynamics in wireless mesh networks
Conference paper
FedGSE: Gradient-Based Submodel Extraction for Resource-Constrained Federated Learning
Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6 G Networks
Identity-Preserving Covert Communication With Generative Perturbation
Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning
BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach
Generative Forgery Attack for Radio Frequency Fingerprints Spoofing
On-Demand Multimedia Delivery in 6G: An Optimal-Cost Steiner Tree Approach
ONE-FOR-ALL FEW-SHOT ANOMALY DETECTION VIA INSTANCE-INDUCED PROMPT LEARNING
Poster: Coda: Context-aware Acceleration for Distributed LLM Decoding in Edge
SELF-INTROSPECTIVE DECODING: ALLEVIATING HALLUCINATIONS FOR LARGE VISION-LANGUAGE MODELS
A General 3-D Geometry-Based Stochastic Channel Model for B5G mmWave IIoT
AI-Generated Content-Based Edge Learning for Fast and Efficient Few-Shot Defect Detection in IIoT
AirCon: Over-the-Air Consensus for Wireless Blockchain Networks
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit
Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation
Mobile Collaborative Learning Over Opportunistic Internet of Vehicles
Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing
Optimal Power Control and CSI Acquisition for Over-the-Air Computation in OFDM System
Peak AoI Minimization with Directional Charging for Data Collection at Wireless-Powered Network Edge
Rethinking Personalized Client Collaboration in Federated Learning
SR-FDIL: Synergistic Replay for Federated Domain-Incremental Learning
Toward Multi-User Access Fairness in Reconfigurable Intelligent Surface Assisted Wireless Networks
Towards Real-Time Inference Offloading With Distributed Edge Computing: The Framework and Algorithms
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration
UTDNet: A unified triplet decoder network for multimodal salient object detection
AWSSS: Adaptive Weighted Statistical Space Smoothing for Regression with Imbalance Data
C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
Cross-modal Representation Flattening for Multi-modal Domain Generalization
Disentangle Estimation of Causal Effects from Cross-Silo Data
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
Knowledge-Aware Parameter Coaching for Personalized Federated Learning
OTAS: An Elastic Transformer Serving System via Token Adaptation
Physical Layer Overshadowing Attack on Semantic Communication System
ProCC: Progressive Cross-Primitive Compatibility for Open-World Compositional Zero-Shot Learning
Intelligent Reflecting Surface-Aided Integrated Terrestrial-Satellite Networks
Joint Beamformer Design and User Scheduling for Integrated Terrestrial-Satellite Networks
A Practical Fast Model Inference System over Tiny Wireless Device
AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation
Decompose, Then Reconstruct: A Framework of Network Structures for Click-Through Rate Prediction
Non-Inducible RF Fingerprint Hiding via Feature Perturbation
Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge
RingSFL: An Adaptive Federated Learning System for Heterogeneous Clients
Service-Oriented Resource Allocation in SDN Enabled LEO Satellite Networks
SigT: An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT
Gradient Scheduling With Global Momentum for Asynchronous Federated Learning in Edge Environment
Leveraging Blockchain for Multi-Operator Access Sharing Management in Internet of Vehicles
Liquid Software-Based Edge Intelligence for Future 6G Networks
PS+: A Simple yet Effective Framework for Fast Training on Parameter Server
Design of Low-latency Overlay Protocol for Blockchain Delivery Networks
Fusing Onboard Modalities with V2V Information for Autonomous Driving
Layer-wised Model Aggregation for Personalized Federated Learning
Sustainable Federated Learning with Long-term Online VCG Auction Mechanism
Delay Optimal Concurrent Transmissions with Raptor Codes in Dual Connectivity Networks
Towards Rear-End Collision Avoidance: Adaptive Beaconing for Connected Vehicles
Autonomous Rate Control for Mobile Internet of Things: A Deep Reinforcement Learning Approach
Joint Resource Allocation and User Scheduling Scheme for Federated Learning
Parameterized Knowledge Transfer for Personalized Federated Learning
Towards Integrated Terrestrial-Satellite Network via Intelligent Reflecting Surface
User clustering and proactive group handover scheduling in LEO satellite networks
Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks
An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm
Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation
Control channel anti-jamming in vehicular networks via cooperative relay beamforming
Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach
Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles
Evolutionary V2X Technologies Toward the Internet of Vehicles: Challenges and Opportunities
Optimal power allocation for non-orthogonal multiple access in wireless backhaul networks
A Novel Learning Approach for Citywide Crowd Flow Prediction
Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor
Joint Power Allocation for Non-orthogonal Multiple Access in Wireless Backhaul Networks
Proactive Link Adaptation for Marine Internet of Things in TV White Space
Air-ground integrated mobile edge networks: Architecture, challenges, and opportunities
DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs
Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities
Exploiting Hotspot-2.0 for Traffic Offloading in Mobile Networks
Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics
MoMAC: Mobility-aware and collision-avoidance MAC for safety applications in VANETs
Multiple drone-cell deployment analyses and optimization in drone assisted radio access networks
SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs
3D Drone-cell deployment optimization for drone assisted radio access networks
ABC: Adaptive beacon control for rear-end collision avoidance in VANETs
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading
A measurement study of channel dynamics in wireless mesh networks
An Improved SC Flip Decoding Algorithm of Polar Codes Based on Genetic Algorithm
Article
Augmenting Drive-Thru Internet via Reinforcement Learning-Based Rate Adaptation
Article
Control channel anti-jamming in vehicular networks via cooperative relay beamforming
Article
Delay-Minimized Edge Caching in Heterogeneous Vehicular Networks: A Matching-Based Approach
Article
Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous Vehicles
Article
Evolutionary V2X Technologies Toward the Internet of Vehicles: Challenges and Opportunities
Article
Optimal power allocation for non-orthogonal multiple access in wireless backhaul networks
Article
Article
Article
A Novel Learning Approach for Citywide Crowd Flow Prediction
Conference paper
Back Shape Measurement and Three-Dimensional Reconstruction of Spinal Shape Using One Kinect Sensor
Conference paper
Joint Power Allocation for Non-orthogonal Multiple Access in Wireless Backhaul Networks
Conference paper
Proactive Link Adaptation for Marine Internet of Things in TV White Space
Conference paper
Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications
Article
Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions
Article
Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot
Article
A queueing analysis of the opportunistic vehicle-to-vehicle communication
Conference paper
Design of Active Learning Framework for Collaborative Anomaly Detection
Conference paper
Efficient rate adaptation for 802.11af TVWS vehicular access via deep learning
Conference paper
Air-ground integrated mobile edge networks: Architecture, challenges, and opportunities
Article
Big Data Driven Vehicular Networks
Article
DBCC: Leveraging Link Perception for Distributed Beacon Congestion Control in VANETs
Article
Drone Assisted Vehicular Networks: Architecture, Challenges and Opportunities
Article
Exploiting Hotspot-2.0 for Traffic Offloading in Mobile Networks
Article
Intelligent Context-Aware Communication Paradigm Design for IoVs Based on Data Analytics
Article
Internet of vehicles in big data era
Article
MoMAC: Mobility-aware and collision-avoidance MAC for safety applications in VANETs
Article
Multiple drone-cell deployment analyses and optimization in drone assisted radio access networks
Article
SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs
Article
3D Drone-cell deployment optimization for drone assisted radio access networks
Conference paper
ABC: Adaptive beacon control for rear-end collision avoidance in VANETs
Conference paper
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Conference paper
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Conference paper
Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points
Conference paper
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Conference paper
Delay analysis of in-vehicle internet access Via On-Road WiFi access points
Article
Service-Oriented Dynamic Connection Management for Software-Defined Internet of Vehicles
Article
Toward 5G Spectrum Sharing for Immersive-Experience-Driven Vehicular Communications
Article
An Efficient PMIPv6-Based Handoff Scheme for Urban Vehicular Networks
Article
Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading
Conference paper
A Game Theoretical Approach for Load Balancing User Association in 802.11 Wireless Networks
Conference paper
Channel Assignment and User Association Game in Dense 802.11 Wireless Networks
Conference paper
A measurement study of channel dynamics in wireless mesh networks
Conference paper
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PENG, Haosong
Integrative Systems and Design
PAN, Yuhao
Integrative Systems and Design
WANG, Shengyu
Integrative Systems and Design
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