PhD in Electrical and Computer Engineering
University of Waterloo, 2019
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
C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
Article
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit
Article
Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation
Article
Knowledge-Aware Parameter Coaching for Personalized Federated Learning
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
Disentangle Estimation of Causal Effects from Cross-Silo Data
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
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
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
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
Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks
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
A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication
Article
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
Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning
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
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Article
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Article
Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot
Article
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Article
Design of Active Learning Framework for Collaborative Anomaly Detection
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
Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points
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
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
C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation
Caching User-Generated Content in Distributed Autonomous Networks via Contextual Bandit
Fast Packet Loss Inferring via Personalized Simulation-Reality Distillation
Knowledge-Aware Parameter Coaching for Personalized Federated Learning
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
Disentangle Estimation of Causal Effects from Cross-Silo Data
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
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
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
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
Weighted Sum-Rate Maximization for Multi-IRS Aided Integrated Terrestrial-Satellite Networks
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
A Queueing Analysis of the Opportunistic Vehicle-to-Vehicle Communication
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
Efficient Rate Adaptation for 802.11af TVWS Vehicular Access via Deep Learning
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
Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications
Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Design of Active Learning Framework for Collaborative Anomaly Detection
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
Ti-Fi: Terminal-to-terminal communication incorporated Wi-Fi offloading
A measurement study of channel dynamics in wireless mesh networks
Characterizing Urban Vehicle-to-Vehicle Communications for Reliable Safety Applications
Article
Intelligent Link Adaptation in 802.11 Vehicular Networks: Challenges and Solutions
Article
Matching-Based Content Caching in Heterogeneous Vehicular Networks
Article
Reinforcement Learning Policy for Adaptive Edge Caching in Heterogeneous Vehicular Network
Article
Throughput Analysis of Vehicular Internet Access via Roadside WiFi Hotspot
Article
ViFi: Vehicle-to-Vehicle Assisted Traffic Offloading via Roadside WiFi Networks
Article
Design of Active Learning Framework for Collaborative Anomaly Detection
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
Throughput Analysis of In-Vehicle Internet Access via On-Road WiFi Access Points
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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ISDN2601 | Exploring the World through Smart Mechatronics |
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PAN, Yuhao
Integrative Systems and Design
WANG, Shengyu
Integrative Systems and Design
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