PhD in Electrical & Computer Engineering
The University of Texas at Austin, 2009
A Federated Online Restless Bandit Framework for Cooperative Resource Allocation
Article
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO
Article
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning
Article
Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement
Article
Data-Driven Online Resource Allocation for User Experience Improvement in Mobile Edge Clouds
Article
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features
Article
Article
From Learning to Analytics: Improving Model Efficacy With Goal-Directed Client Selection
Article
Grant-free Massive Random Access With Retransmission: Receiver Optimization and Performance Analysis
Article
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
Article
Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning
Article
Live Migration of Video Analytics Applications in Edge Computing
Article
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
Article
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates
Article
Selective knowledge sharing for privacy-preserving federated distillation without a good teacher
Article
Semantic Communications Using Foundation Models: Design Approaches and Open Issues
Article
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
Article
Task-Oriented Communication for Edge Video Analytics
Article
Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data
Article
WirelessLLM: Empowering large language models towards wireless intelligence
Article
Fundamentals of 6G Communications and Networking
Book
Grant-Free Massive Random Access: Joint Activity Detection, Channel Estimation, and Data Decoding
Book chapter
Introduction to 6G Communications and Networking
Book chapter
An Efficient Hierarchical Block Coordinate Descent Method for Time-Varying Graphical Lasso
Conference paper
Boosting Neural Representations for Videos with a Conditional Decoder
Conference paper
Communication-learning co-design for over-the-air federated distillation
Conference paper
Context-aware Communication for Multi-agent Reinforcement Learning
Conference paper
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents
Conference paper
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents
Conference paper
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks
Conference paper
Generalized Predictive Model for Autonomous Driving
Conference paper
Learning Bayes-optimal channel estimation for holographic MIMO in unknown EM environments
Conference paper
Lightweight and Flexible Deep Equilibrium Learning for CSI Feedback in FDD Massive MIMO
Conference paper
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization
Conference paper
Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems
Conference paper
Task-Aware Encoder Control for Deep Video Compression
Conference paper
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation
Article
Graph Neural Networks for Wireless Communications: From Theory to Practice
Article
Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design
Article
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access
Article
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
Article
Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity
Article
Task-Oriented Communication for Multidevice Cooperative Edge Inference
Article
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning
Conference paper
Binary federated learning with client-level differential privacy
Conference paper
Blind performance prediction for deep learning based ultra-massive MIMO channel estimation
Conference paper
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation
Conference paper
Federated Learning with GAN-Based Data Synthesis for Non-IID Clients
Conference paper
Generalized Relation Modeling for Transformer Tracking
Conference paper
GNN-enhanced approximate message passing for massive/ultra-massive MIMO detection
Conference paper
Joint activity-delay detection and channel estimation for asynchronous massive random access
Conference paper
LDMIC: Learning-based Distributed Multi-view Image Coding
Conference paper
Low-complexity Deep Video Compression with A Distributed Coding Architecture
Conference paper
Mode connectivity in federated learning with data heterogeneity
Conference paper
Probabilistic Device Scheduling for Over-the-Air Federated Learning
Conference paper
Resource Allocation for OTFS-Based ISAC Systems
Conference paper
Sparse Mixture-of-Experts are Domain Generalizable Learners
Conference paper
Task-oriented communication with out-of-distribution detection: An information bottleneck framework
Conference paper
Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation
Article
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach
Article
Learn to Communicate with Neural Calibration: Scalability and Generalization
Article
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Article
Resource-Constrained Edge AI with Early Exit Prediction
Article
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogenous Clients
Conference paper
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO with Limited Feedback
Conference paper
Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks
Conference paper
Communication-Efficient Federated Distillation with Active Data Sampling
Conference paper
Content-Aware Client Selection for Federated Learning in Wireless Networks
Conference paper
DReS-FL: Dropout-resilient secure federated learning for non-IID clients via secret data sharing
Conference paper
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission
Conference paper
How Neural Architectures Affect Deep Learning for Communication Networks?
Conference paper
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
Conference paper
Loading Cost-Aware Model Caching and Request Routing for Cooperative Edge Inference
Conference paper
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data
Conference paper
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
Conference paper
Cell-free massive MIMO for 6G wireless communication networks
Article
Data-importance aware user scheduling for communication-efficient edge machine learning
Article
Article
Article
Wireless data acquisition for edge learning: Data-importance aware retransmission
Article
Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
Conference paper
Communication-Computation Efficient Device-Edge Co-Inference via AutoML
Conference paper
Decentralized Statistical Inference with Unrolled Graph Neural Networks
Conference paper
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO
Conference paper
How Powerful is Graph Convolution for Recommendation?
Conference paper
Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver
Conference paper
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation
Conference paper
Supporting More Active Users for Massive Access via Data-assisted Activity Detection
Conference paper
Achieving Load-Balanced, Redundancy-Free Cluster Caching with Selective Partition
Article
Communication-Efficient Edge AI: Algorithms and Systems
Article
Hybrid beamforming for 5G and beyond millimeter-wave Systems: A holistic view
Article
LORM: Learning to optimize for resource management in wireless networks with few training samples
Article
Mobile Edge Intelligence and Computing for the Internet of Vehicles
Article
Sparse Optimization for Green Edge AI Inference
Article
Low-overhead Communications in IoT Networks: Structured Signal Processing Approaches
Book
A low-complexity algorithmic framework for large-scale IRS-assisted wireless systems
Conference paper
Bottlenet++: An end-to-end approach for feature compression in device-edge co-inference systems
Conference paper
Client-edge-cloud hierarchical federated learning
Conference paper
Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion
Article
Article
The Roadmap to 6G: AI Empowered Wireless Networks
Article
Stochastic Geometry Analysis of Multi-Antenna Wireless Networks
Book
A graph neural network approach for scalable wireless power control
Conference paper
A Tractable Framework for Coverage Analysis of Cellular-connected UAV Networks
Conference paper
Communication, Computing, and Learning on the Edge
Conference paper
Connectivity-aware UAV path planning with aerial coverage maps
Conference paper
LACS: Load-Aware Cache Sharing with Isolation Guarantee
Conference paper
Scalable network adaptation for cloud-rans: An imitation learning approach
Conference paper
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks
Conference paper
A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems
Article
A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks
Article
Exploiting Mobility In Cache-assisted D2D Networks: Performance Analysis And Optimization
Article
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks
Article
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach
Conference paper
Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery
Conference paper
LERC: Coordinated Cache Management for Data-Parallel Systems
Conference paper
Massive CSI acquisition for dense cloud-RANs with spatial-temporal dynamics
Conference paper
OpuS: Fair and Efficient Cache Sharing for In-Memory Data Analytics
Conference paper
SP-Cache: Load-balanced, Redundancy-free Cluster Caching with Selective Partition
Conference paper
A Survey on Mobile Edge Computing: The Communication Perspective
Article
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms
Article
Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays
Article
High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches
Article
Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs
Article
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks
Article
Mobility-Aware Caching in D2D Networks
Article
Article
A low-rank approach for interference management in dense wireless networks
Conference paper
A Tractable Framework for Performance Analysis of Dense Multi-Antenna Networks
Conference paper
Alternating Minimization for Hybrid Precoding in Multiuser OFDM mmWave Systems
Conference paper
Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed?
Conference paper
Incentive Mechanism Design for Cache-Assisted D2D Communications: A Mobility Aware Approach
Conference paper
Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems
Conference paper
LRC: Dependency-Aware Cache Management for Data Analytics Clusters
Conference paper
Massive CSI Acquisition in Dense cloud-RAN With Spatial and Temporal Prior Information
Conference paper
Mobility Increases the Data Offloading Ratio in D2D Caching Networks
Conference paper
Multi-Objective Resource Allocation for Mobile Edge Computing Systems
Conference paper
Optimal Stochastic Power Control with Compressive CSI Acquisition for Cloud-RAN
Conference paper
Partially-connected Hybrid Precoding in Mm-wave Systems With Dynamic Phase Shifter Networks
Conference paper
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems
Article
Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?
Article
Dynamic Computation Offloading for Mobile-Edge Computing with Energy Harvesting Devices
Article
Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks
Article
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit
Article
Mobility-Aware Caching for Content-Centric Wireless Networks: Modeling and Methodology
Article
Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control
Article
Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets
Article
Transmit Power Minimization for Wireless Networks with Energy Harvesting Relays
Article
ARQ with Adaptive Feedback for Energy Harvesting Receivers
Conference paper
Cache Size Allocation in Backhaul Limited Wireless Networks
Conference paper
Content Caching at the Wireless Network Edge: A Distributed Algorithm via Belief Propagation
Conference paper
Coverage Analysis For Dense Millimeter Wave Cellular Networks: The Impact of Array Size
Conference paper
Delay-Optimal Computation Task Scheduling for Mobile-Edge Computing Systems
Conference paper
Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing
Conference paper
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems
Conference paper
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications
Conference paper
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications
Conference paper
Selective Uplink Training for Massive MIMO Systems
Conference paper
Statistical Group Sparse Beamforming for Green Cloud-RAN via Large System Analysis
Conference paper
A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies
Article
Downlink user capacity of massive MIMO under pilot contamination
Article
Energy Harvesting Small Cell Networks: Feasibility, Deployment, and Operation
Article
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks
Article
Large-scale convex optimization for ultra-dense Cloud-RAN
Article
Optimal stochastic coordinated beamforming for wireless cooperative networks with CSI uncertainty
Article
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI
Article
User-centric intercell interference nulling for downlink small cell networks
Article
Analysis of Area Spectral Efficiency and Link Reliability in Multiuser MIMO HetNets
Conference paper
Backhaul-Aware Caching Placement for Wireless Networks
Conference paper
Compressed CSI acquisition in FDD massive MIMO with partial support information
Conference paper
Group Sparse Beamforming for Multicast Green Cloud-RAN via Parallel Semidefinite Programming
Conference paper
Hybrid Precoding Design in Millimeter Wave MIMO Systems: An Alternating Minimization Approach
Conference paper
Joint base station assignment and power control in hybrid energy supply wireless networks
Conference paper
Joint data assignment and beamforming for backhaul limited caching networks
Conference paper
Low-Rank Matrix Completion via Riemannian Pursuit for Topological Interference Management
Conference paper
BEAMFORMING FOR SMALL CELL DEPLOYMENT IN LTE-ADVANCED AND BEYOND
Article
Coordinated 3D beamforming for interference management in cellular networks
Article
Group Sparse Beamforming for Green Cloud-RAN
Article
Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations
Article
Achieving energy diversity with multiple energy harvesting relays
Conference paper
CSI overhead reduction with stochastic beamforming for cloud radio access networks
Conference paper
Location-aware spectrum sharing in cognitive radio networks — A semi-matching approach
Conference paper
Scalable coordinated beamforming for dense wireless cooperative networks
Conference paper
User capacity of pilot-contaminated TDD massive MIMO systems
Conference paper
User-centric intercell interference coordination in small cell networks
Conference paper
A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks
Article
Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems
Article
Energy Efficiency Analysis of Small Cell Networks
Conference paper
Group Sparse Beamforming for Green Cloud Radio Access Networks
Conference paper
Performance Analysis of SDMA in Multicell Wireless Networks
Conference paper
Relay selection for energy harvesting cooperative communication systems
Conference paper
Residential demand response with power adjustable and unadjustable appliances in smart grid
Conference paper
Throughput Maximization for Two-Hop Energy Harvesting Communication Systems
Conference paper
Interference Management with Relay Cooperation in Two-Hop Interference Channels
Article
Coordinated relay beamforming for amplify-and-forward two-hop interference networks
Conference paper
Location-aware distributed routing in cognitive radio networks
Conference paper
Maximizing Energy Efficiency in Wireless Networks with a Minimum Average Throughput Requirement
Conference paper
Training optimization for energy harvesting communication systems
Conference paper
Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information
Article
Multimode Transmission in Network MIMO Downlink with Incomplete CSI
Article
On the accuracy of the Wyner Model in cellular networks
Article
Book
Location-based Joint Relay Selection and Channel Allocation for Cognitive Radio Networks
Conference paper
On the Accuracy of the Wyner Model in Downlink Cellular Networks
Conference paper
Optimizing training and feedback for spatial intercell interference cancellation
Conference paper
Spatial intercell interference cancellation with CSI training and feedback
Conference paper
Adaptive Spatial Intercell Interference Cancellation in Multicell Wireless Networks
Article
Coordinated Single-Cell vs Multi-Cell Transmission with Limited-Capacity Backhaul
Conference paper
When does the Wyner Model Accurately Describe an Uplink Cellular Network?
Conference paper
Mode switching for the multi-antenna broadcast channel based on delay and channel quantization
Article
Networked MIMO with clustered linear precoding
Article
Achievable throughput of multi-mode multiuser MIMO with imperfect CSI constraints
Conference paper
Block Diagonalization in the MIMO Broadcast Channel with Delayed CSIT
Conference paper
Cooperative protocols for multiple-source multiple-relay wireless networks
Article
Distributed antenna systems with randomness
Article
Single-user MIMO vs. Multiuser MIMO in the broadcast channel with CSIT constraints
Conference paper
Cellular communication with randomly placed distributed antennas
Conference paper
Coordinated multi-cell MIMO systems with cellular block diagonalization
Conference paper
A Novel Microstrip Bandpass Filter
Article
Multiple-source Mutiple-relay cooperation system
Conference paper
Pair Query Monitoring Over Moving Objects
Conference paper
Performance comparsion of conventional and cooperative multihop transmission
Conference paper
Performance analysis of mutiple-relay decode-and forward cooperation system
Conference paper
Bass-passed filter with microstrip LH transmission line structure
Conference paper
Realization of quasi uniform left-handed medium based on LH transmission line
Conference paper
A novel high-performance narrow-band bandpass filter
Conference paper
Cost models for overlapping and multiversion structures
Article
A Federated Online Restless Bandit Framework for Cooperative Resource Allocation
Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning
Communication-Efficient Federated Distillation: Theoretical Analysis and Performance Enhancement
Data-Driven Online Resource Allocation for User Experience Improvement in Mobile Edge Clouds
FedCiR: Client-Invariant Representation Learning for Federated Non-IID Features
From Learning to Analytics: Improving Model Efficacy With Goal-Directed Client Selection
Grant-free Massive Random Access With Retransmission: Receiver Optimization and Performance Analysis
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence
Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning
Live Migration of Video Analytics Applications in Edge Computing
Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems
MimiC: Combating Client Dropouts in Federated Learning by Mimicking Central Updates
Selective knowledge sharing for privacy-preserving federated distillation without a good teacher
Semantic Communications Using Foundation Models: Design Approaches and Open Issues
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data
WirelessLLM: Empowering large language models towards wireless intelligence
Grant-Free Massive Random Access: Joint Activity Detection, Channel Estimation, and Data Decoding
An Efficient Hierarchical Block Coordinate Descent Method for Time-Varying Graphical Lasso
Boosting Neural Representations for Videos with a Conditional Decoder
Communication-learning co-design for over-the-air federated distillation
Context-aware Communication for Multi-agent Reinforcement Learning
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents
Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks
Learning Bayes-optimal channel estimation for holographic MIMO in unknown EM environments
Lightweight and Flexible Deep Equilibrium Learning for CSI Feedback in FDD Massive MIMO
Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization
Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems
An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation
Graph Neural Networks for Wireless Communications: From Theory to Practice
Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access
Machine Learning for Large-Scale Optimization in 6G Wireless Networks
Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity
Task-Oriented Communication for Multidevice Cooperative Edge Inference
AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning
Binary federated learning with client-level differential privacy
Blind performance prediction for deep learning based ultra-massive MIMO channel estimation
Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation
Federated Learning with GAN-Based Data Synthesis for Non-IID Clients
GNN-enhanced approximate message passing for massive/ultra-massive MIMO detection
Joint activity-delay detection and channel estimation for asynchronous massive random access
Low-complexity Deep Video Compression with A Distributed Coding Architecture
Mode connectivity in federated learning with data heterogeneity
Probabilistic Device Scheduling for Over-the-Air Federated Learning
Task-oriented communication with out-of-distribution detection: An information bottleneck framework
Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation
Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach
Learn to Communicate with Neural Calibration: Scalability and Generalization
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Asynchronous Semi-Decentralized Federated Edge Learning for Heterogenous Clients
Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO with Limited Feedback
Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks
Communication-Efficient Federated Distillation with Active Data Sampling
Content-Aware Client Selection for Federated Learning in Wireless Networks
DReS-FL: Dropout-resilient secure federated learning for non-IID clients via secret data sharing
Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission
How Neural Architectures Affect Deep Learning for Communication Networks?
Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks
Loading Cost-Aware Model Caching and Request Routing for Cooperative Edge Inference
Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees
Cell-free massive MIMO for 6G wireless communication networks
Data-importance aware user scheduling for communication-efficient edge machine learning
Wireless data acquisition for edge learning: Data-importance aware retransmission
Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
Communication-Computation Efficient Device-Edge Co-Inference via AutoML
Decentralized Statistical Inference with Unrolled Graph Neural Networks
Distributed Expectation Propagation Detection for Cell-Free Massive MIMO
Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver
Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation
Supporting More Active Users for Massive Access via Data-assisted Activity Detection
Achieving Load-Balanced, Redundancy-Free Cluster Caching with Selective Partition
Hybrid beamforming for 5G and beyond millimeter-wave Systems: A holistic view
LORM: Learning to optimize for resource management in wireless networks with few training samples
Mobile Edge Intelligence and Computing for the Internet of Vehicles
A graph neural network approach for scalable wireless power control
A Tractable Framework for Coverage Analysis of Cellular-connected UAV Networks
Connectivity-aware UAV path planning with aerial coverage maps
Scalable network adaptation for cloud-rans: An imitation learning approach
Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks
A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems
A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks
Exploiting Mobility In Cache-assisted D2D Networks: Performance Analysis And Optimization
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach
Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery
LERC: Coordinated Cache Management for Data-Parallel Systems
Massive CSI acquisition for dense cloud-RANs with spatial-temporal dynamics
OpuS: Fair and Efficient Cache Sharing for In-Memory Data Analytics
SP-Cache: Load-balanced, Redundancy-free Cluster Caching with Selective Partition
A Survey on Mobile Edge Computing: The Communication Perspective
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms
Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays
High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches
Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs
Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks
A low-rank approach for interference management in dense wireless networks
A Tractable Framework for Performance Analysis of Dense Multi-Antenna Networks
Alternating Minimization for Hybrid Precoding in Multiuser OFDM mmWave Systems
Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed?
Incentive Mechanism Design for Cache-Assisted D2D Communications: A Mobility Aware Approach
Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems
LRC: Dependency-Aware Cache Management for Data Analytics Clusters
Massive CSI Acquisition in Dense cloud-RAN With Spatial and Temporal Prior Information
Mobility Increases the Data Offloading Ratio in D2D Caching Networks
Multi-Objective Resource Allocation for Mobile Edge Computing Systems
Optimal Stochastic Power Control with Compressive CSI Acquisition for Cloud-RAN
Partially-connected Hybrid Precoding in Mm-wave Systems With Dynamic Phase Shifter Networks
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems
Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?
Dynamic Computation Offloading for Mobile-Edge Computing with Energy Harvesting Devices
Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks
Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit
Mobility-Aware Caching for Content-Centric Wireless Networks: Modeling and Methodology
Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control
Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets
Transmit Power Minimization for Wireless Networks with Energy Harvesting Relays
Content Caching at the Wireless Network Edge: A Distributed Algorithm via Belief Propagation
Coverage Analysis For Dense Millimeter Wave Cellular Networks: The Impact of Array Size
Delay-Optimal Computation Task Scheduling for Mobile-Edge Computing Systems
Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications
Statistical Group Sparse Beamforming for Green Cloud-RAN via Large System Analysis
A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies
Downlink user capacity of massive MIMO under pilot contamination
Energy Harvesting Small Cell Networks: Feasibility, Deployment, and Operation
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks
Optimal stochastic coordinated beamforming for wireless cooperative networks with CSI uncertainty
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI
User-centric intercell interference nulling for downlink small cell networks
Analysis of Area Spectral Efficiency and Link Reliability in Multiuser MIMO HetNets
Compressed CSI acquisition in FDD massive MIMO with partial support information
Group Sparse Beamforming for Multicast Green Cloud-RAN via Parallel Semidefinite Programming
Hybrid Precoding Design in Millimeter Wave MIMO Systems: An Alternating Minimization Approach
Joint base station assignment and power control in hybrid energy supply wireless networks
Joint data assignment and beamforming for backhaul limited caching networks
Low-Rank Matrix Completion via Riemannian Pursuit for Topological Interference Management
BEAMFORMING FOR SMALL CELL DEPLOYMENT IN LTE-ADVANCED AND BEYOND
Coordinated 3D beamforming for interference management in cellular networks
Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations
Achieving energy diversity with multiple energy harvesting relays
CSI overhead reduction with stochastic beamforming for cloud radio access networks
Location-aware spectrum sharing in cognitive radio networks — A semi-matching approach
Scalable coordinated beamforming for dense wireless cooperative networks
User capacity of pilot-contaminated TDD massive MIMO systems
User-centric intercell interference coordination in small cell networks
A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks
Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems
Group Sparse Beamforming for Green Cloud Radio Access Networks
Relay selection for energy harvesting cooperative communication systems
Residential demand response with power adjustable and unadjustable appliances in smart grid
Throughput Maximization for Two-Hop Energy Harvesting Communication Systems
Coordinated relay beamforming for amplify-and-forward two-hop interference networks
Location-aware distributed routing in cognitive radio networks
Maximizing Energy Efficiency in Wireless Networks with a Minimum Average Throughput Requirement
Training optimization for energy harvesting communication systems
Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information
Multimode Transmission in Network MIMO Downlink with Incomplete CSI
Location-based Joint Relay Selection and Channel Allocation for Cognitive Radio Networks
On the Accuracy of the Wyner Model in Downlink Cellular Networks
Optimizing training and feedback for spatial intercell interference cancellation
Spatial intercell interference cancellation with CSI training and feedback
Performance analysis of mutiple-relay decode-and forward cooperation system
A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems
Article
A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks
Article
Exploiting Mobility In Cache-assisted D2D Networks: Performance Analysis And Optimization
Article
Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks
Article
Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach
Conference paper
Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery
Conference paper
LERC: Coordinated Cache Management for Data-Parallel Systems
Conference paper
Massive CSI acquisition for dense cloud-RANs with spatial-temporal dynamics
Conference paper
OpuS: Fair and Efficient Cache Sharing for In-Memory Data Analytics
Conference paper
SP-Cache: Load-balanced, Redundancy-free Cluster Caching with Selective Partition
Conference paper
A Survey on Mobile Edge Computing: The Communication Perspective
Article
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms
Article
Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays
Article
High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches
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Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs
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Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks
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Mobility-Aware Caching in D2D Networks
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Article
A low-rank approach for interference management in dense wireless networks
Conference paper
A Tractable Framework for Performance Analysis of Dense Multi-Antenna Networks
Conference paper
Alternating Minimization for Hybrid Precoding in Multiuser OFDM mmWave Systems
Conference paper
Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed?
Conference paper
Incentive Mechanism Design for Cache-Assisted D2D Communications: A Mobility Aware Approach
Conference paper
Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems
Conference paper
LRC: Dependency-Aware Cache Management for Data Analytics Clusters
Conference paper
Massive CSI Acquisition in Dense cloud-RAN With Spatial and Temporal Prior Information
Conference paper
Mobility Increases the Data Offloading Ratio in D2D Caching Networks
Conference paper
Multi-Objective Resource Allocation for Mobile Edge Computing Systems
Conference paper
Optimal Stochastic Power Control with Compressive CSI Acquisition for Cloud-RAN
Conference paper
Partially-connected Hybrid Precoding in Mm-wave Systems With Dynamic Phase Shifter Networks
Conference paper
Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems
Article
Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?
Article
Dynamic Computation Offloading for Mobile-Edge Computing with Energy Harvesting Devices
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Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks
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Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit
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Mobility-Aware Caching for Content-Centric Wireless Networks: Modeling and Methodology
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Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control
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Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets
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Transmit Power Minimization for Wireless Networks with Energy Harvesting Relays
Article
ARQ with Adaptive Feedback for Energy Harvesting Receivers
Conference paper
Cache Size Allocation in Backhaul Limited Wireless Networks
Conference paper
Content Caching at the Wireless Network Edge: A Distributed Algorithm via Belief Propagation
Conference paper
Coverage Analysis For Dense Millimeter Wave Cellular Networks: The Impact of Array Size
Conference paper
Delay-Optimal Computation Task Scheduling for Mobile-Edge Computing Systems
Conference paper
Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing
Conference paper
Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems
Conference paper
QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications
Conference paper
QoS-Aware Joint Mode Selection and Channel Assignment for D2D Communications
Conference paper
Selective Uplink Training for Massive MIMO Systems
Conference paper
Statistical Group Sparse Beamforming for Green Cloud-RAN via Large System Analysis
Conference paper
A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies
Article
Downlink user capacity of massive MIMO under pilot contamination
Article
Energy Harvesting Small Cell Networks: Feasibility, Deployment, and Operation
Article
Large-Scale Convex Optimization for Dense Wireless Cooperative Networks
Article
Large-scale convex optimization for ultra-dense Cloud-RAN
Article
Optimal stochastic coordinated beamforming for wireless cooperative networks with CSI uncertainty
Article
Robust Group Sparse Beamforming for Multicast Green Cloud-RAN with Imperfect CSI
Article
User-centric intercell interference nulling for downlink small cell networks
Article
Analysis of Area Spectral Efficiency and Link Reliability in Multiuser MIMO HetNets
Conference paper
Backhaul-Aware Caching Placement for Wireless Networks
Conference paper
Compressed CSI acquisition in FDD massive MIMO with partial support information
Conference paper
Group Sparse Beamforming for Multicast Green Cloud-RAN via Parallel Semidefinite Programming
Conference paper
Hybrid Precoding Design in Millimeter Wave MIMO Systems: An Alternating Minimization Approach
Conference paper
Joint base station assignment and power control in hybrid energy supply wireless networks
Conference paper
Joint data assignment and beamforming for backhaul limited caching networks
Conference paper
Low-Rank Matrix Completion via Riemannian Pursuit for Topological Interference Management
Conference paper
BEAMFORMING FOR SMALL CELL DEPLOYMENT IN LTE-ADVANCED AND BEYOND
Article
Coordinated 3D beamforming for interference management in cellular networks
Article
Group Sparse Beamforming for Green Cloud-RAN
Article
Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations
Article
Achieving energy diversity with multiple energy harvesting relays
Conference paper
CSI overhead reduction with stochastic beamforming for cloud radio access networks
Conference paper
Location-aware spectrum sharing in cognitive radio networks — A semi-matching approach
Conference paper
Scalable coordinated beamforming for dense wireless cooperative networks
Conference paper
User capacity of pilot-contaminated TDD massive MIMO systems
Conference paper
User-centric intercell interference coordination in small cell networks
Conference paper
A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks
Article
Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems
Article
Energy Efficiency Analysis of Small Cell Networks
Conference paper
Group Sparse Beamforming for Green Cloud Radio Access Networks
Conference paper
Performance Analysis of SDMA in Multicell Wireless Networks
Conference paper
Relay selection for energy harvesting cooperative communication systems
Conference paper
Residential demand response with power adjustable and unadjustable appliances in smart grid
Conference paper
Throughput Maximization for Two-Hop Energy Harvesting Communication Systems
Conference paper
Interference Management with Relay Cooperation in Two-Hop Interference Channels
Article
Coordinated relay beamforming for amplify-and-forward two-hop interference networks
Conference paper
Location-aware distributed routing in cognitive radio networks
Conference paper
Maximizing Energy Efficiency in Wireless Networks with a Minimum Average Throughput Requirement
Conference paper
Training optimization for energy harvesting communication systems
Conference paper
Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information
Article
Multimode Transmission in Network MIMO Downlink with Incomplete CSI
Article
On the accuracy of the Wyner Model in cellular networks
Article
Book
Location-based Joint Relay Selection and Channel Allocation for Cognitive Radio Networks
Conference paper
On the Accuracy of the Wyner Model in Downlink Cellular Networks
Conference paper
Optimizing training and feedback for spatial intercell interference cancellation
Conference paper
Spatial intercell interference cancellation with CSI training and feedback
Conference paper
Adaptive Spatial Intercell Interference Cancellation in Multicell Wireless Networks
Article
Coordinated Single-Cell vs Multi-Cell Transmission with Limited-Capacity Backhaul
Conference paper
When does the Wyner Model Accurately Describe an Uplink Cellular Network?
Conference paper
Mode switching for the multi-antenna broadcast channel based on delay and channel quantization
Article
Networked MIMO with clustered linear precoding
Article
Achievable throughput of multi-mode multiuser MIMO with imperfect CSI constraints
Conference paper
Block Diagonalization in the MIMO Broadcast Channel with Delayed CSIT
Conference paper
Cooperative protocols for multiple-source multiple-relay wireless networks
Article
Distributed antenna systems with randomness
Article
Single-user MIMO vs. Multiuser MIMO in the broadcast channel with CSIT constraints
Conference paper
Cellular communication with randomly placed distributed antennas
Conference paper
Coordinated multi-cell MIMO systems with cellular block diagonalization
Conference paper
A Novel Microstrip Bandpass Filter
Article
Multiple-source Mutiple-relay cooperation system
Conference paper
Pair Query Monitoring Over Moving Objects
Conference paper
Performance comparsion of conventional and cooperative multihop transmission
Conference paper
Performance analysis of mutiple-relay decode-and forward cooperation system
Conference paper
Bass-passed filter with microstrip LH transmission line structure
Conference paper
Realization of quasi uniform left-handed medium based on LH transmission line
Conference paper
A novel high-performance narrow-band bandpass filter
Conference paper
Cost models for overlapping and multiversion structures
Article
EESM5548 | Mobile Edge Computing and Edge AI for 6G |
ELEC6910C | Information, Compression, and Learning |
CPEG4911 | Computer Engineering Final Year Project in ELEC |
ELEC3100 | Signal Processing and Communications |
ELEC4900 | Final Year Design Project |
ELEC4901 | Final Year Thesis |
ENGG4902 | Integrated Final Year Project - Second Major |
EESM5900O | Mobile Edge Computing and Edge AI |
ELEC6910C | Information, Compression, and Learning |
ENGG4902 | Integrated Final Year Project - Second Major |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
FAN, Ruiqi
Electronic and Computer Engineering
LI, Yanping
Electronic and Computer Engineering
LIU, Yang
Electronic and Computer Engineering
PENG, Yuanfang
Electronic and Computer Engineering
SONG, Rui
Electronic and Computer Engineering
XUE, Yufei
Electronic and Computer Engineering
CHEN, Hongze
Electronic and Computer Engineering
HU, Yingdong
Electronic and Computer Engineering
LI, Sijia
Electronic and Computer Engineering
LI, Teng
Electronic and Computer Engineering
LIU, Boyi
Electronic and Computer Engineering
LIU, Zhening
Electronic and Computer Engineering
LIU, Zifan
Electronic and Computer Engineering
ZHUANG, Yufan
Electronic and Computer Engineering
GAO, Shenyuan
Electronic and Computer Engineering
LI, Xinran
Electronic and Computer Engineering
LI, Zijian
Electronic and Computer Engineering
SUN, Wenqiang
Electronic and Computer Engineering
ZHOU, Tailin
Individualized Interdisciplinary Program (Internet of Things)
ZHANG, Xinjie
Electronic and Computer Engineering
QI, Tianyang
Electronic and Computer Engineering
ZHANG, Xi
Electronic and Computer Engineering
BIAN, Xinyu
Electronic and Computer Engineering( Completed in 2024 )
LIU, Lumin
(co-supervision)
Electronic and Computer Engineering( Completed in 2024 )
MA, Yifan
(co-supervision)
Electronic and Computer Engineering( Completed in 2024 )
SUN, Yuchang
Electronic and Computer Engineering( Completed in 2024 )
SHAO, Jiawei
Electronic and Computer Engineering( Completed in 2023 )
JEON, Kang Eun
Electronic and Computer Engineering( Completed in 2022 )
SHEN, Yifei
(co-supervision)
Electronic and Computer Engineering( Completed in 2022 )
QIAO, Zhefeng
(co-supervision)
Electronic and Computer Engineering( Completed in 2023 )
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