Jun Zhang

IEEE Trans. Mob. Comput., July, 2024

Green Edge AI: A Contemporary Survey.

[BibT_eX]

[DOI]

Kaibin Huang

Proc. IEEE, July, 2024

Semantic Communications Using Foundation Models: Design Approaches and Open Issues.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., June, 2024

Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., June, 2024

FedFA: Federated Learning With Feature Anchors to Align Features and Classifiers for Heterogeneous Data.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

Learning Decentralized Traffic Signal Controllers With Multi-Agent Graph Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2024

Task-Oriented Communication for Edge Video Analytics.

[BibT_eX]

[DOI]

Xinjie Zhang

IEEE Trans. Wirel. Commun., May, 2024

Message Passing Meets Graph Neural Networks: A New Paradigm for Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., May, 2024

Live Migration of Video Analytics Applications in Edge Computing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., March, 2024

Grant-Free Massive Random Access With Retransmission: Receiver Optimization and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2024

EVA-Gaussian: 3D Gaussian-based Real-time Human Novel View Synthesis under Diverse Camera Settings.

[BibT_eX]

[DOI]

CoRR, 2024

WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Exploring Selective Layer Fine-Tuning in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control.

[BibT_eX]

[DOI]

CoRR, 2024

Graph Neural Network Enhanced Retrieval for Question Answering of LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence.

[BibT_eX]

[DOI]

CoRR, 2024

Dual-Delayed Asynchronous SGD for Arbitrarily Heterogeneous Data.

[BibT_eX]

[DOI]

CoRR, 2024

The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck.

[BibT_eX]

[DOI]

CoRR, 2024

Model-Driven Deep Learning for Distributed Detection with Binary Quantization.

[BibT_eX]

[DOI]

CoRR, 2024

Decentralizing Coherent Joint Transmission Precoding via Fast ADMM with Deterministic Equivalents.

[BibT_eX]

[DOI]

CoRR, 2024

Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access: A Free Probability Theory Approach.

[BibT_eX]

[DOI]

CoRR, 2024

Achieving Linear Speedup in Asynchronous Federated Learning with Heterogeneous Clients.

[BibT_eX]

[DOI]

CoRR, 2024

Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial-Aware Latent Initialization for Controllable Image Generation.

[BibT_eX]

[DOI]

CoRR, 2024

How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning.

[BibT_eX]

[DOI]

Yuchang Sun

Marios Kountouris

CoRR, 2024

Newtonized Near-Field Channel Estimation for Ultra-Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Communication-Learning Co- Design for Over-the-Air Federated Distillation.

[BibT_eX]

[DOI]

Zihao Hu

Jia Yan

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

The Effect of Quantization in Federated Learning:A Rényi Differential Privacy Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Model-Driven Deep Learning for Distributed Detection in WSNs with Binary Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2024

Individual Contributions as Intrinsic Exploration Scaffolds for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

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

Learning Bayes-Optimal Channel Estimation for Holographic MIMO in Unknown EM Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Decentralizing Coherent Joint Transmission Precoding Via Deterministic Equivalents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Context-aware Communication for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Xinran Li

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-Free Massive Random Access.

[BibT_eX]

[DOI]

IEEE Internet Things J., August, 2023

An Adaptive and Robust Deep Learning Framework for THz Ultra-Massive MIMO Channel Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., July, 2023

Semi-Decentralized Federated Edge Learning With Data and Device Heterogeneity.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., June, 2023

Graph Neural Networks for Wireless Communications: From Theory to Practice.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., May, 2023

Monocular 3-D Object Detection Based on Depth-Guided Local Convolution for Smart Payment in D2D Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2023

Task-Oriented Communication for Multidevice Cooperative Edge Inference.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2023

Hierarchical Federated Learning With Quantization: Convergence Analysis and System Design.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2023

Guest Editorial Special Section on Distributed Edge Learning in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2023

Joint Channel Estimation and Cooperative Localization for Near-Field Ultra-Massive MIMO.

[BibT_eX]

[DOI]

CoRR, 2023

Bayes-Optimal Unsupervised Learning for Channel Estimation in Near-Field Holographic MIMO.

[BibT_eX]

[DOI]

CoRR, 2023

Mode Connectivity and Data Heterogeneity of Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

AI-Native Transceiver Design for Near-Field Ultra-Massive MIMO: Principles and Techniques.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency.

[BibT_eX]

[DOI]

CoRR, 2023

Understanding Model Averaging in Federated Learning on Heterogeneous Data.

[BibT_eX]

[DOI]

CoRR, 2023

DABS: Data-Agnostic Backdoor attack at the Server in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Machine Learning for Large-Scale Optimization in 6G Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2023

GNN-Enhanced Approximate Message Passing for Massive/Ultra-Massive MIMO Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Resource Allocation for OTFS-Based ISAC Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Low-complexity Deep Video Compression with A Distributed Coding Architecture.

[BibT_eX]

[DOI]

Xinjie Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Probabilistic Device Scheduling for Over-the-Air Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Blind Performance Prediction for Deep Learning Based Ultra-Massive MIMO Channel Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Binary Federated Learning with Client-Level Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Task-Oriented Communication with Out-of-Distribution Detection: An Information Bottleneck Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Joint Activity-Delay Detection and Channel Estimation for Asynchronous Massive Random Access.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Generalized Relation Modeling for Transformer Tracking.

[BibT_eX]

[DOI]

Shenyuan Gao

Chunluan Zhou

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

AC2C: Adaptively Controlled Two-Hop Communication for Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Mode Connectivity in Federated Learning with Data Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Resource-Constrained Edge AI with Early Exit Prediction.

[BibT_eX]

[DOI]

Rongkang Dong

J. Commun. Inf. Networks, June, 2022

Learn to Communicate With Neural Calibration: Scalability and Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Towards Dependency-Aware Cache Management for Data Analytics Applications.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2022

Dependency-Aware Computation Offloading for Mobile Edge Computing With Edge-Cloud Cooperation.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2022

Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2022

Faster Activity and Data Detection in Massive Random Access: A Multiarmed Bandit Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Lightweight and Adaptive FDD Massive MIMO CSI Feedback with Deep Equilibrium Learning.

[BibT_eX]

[DOI]

CoRR, 2022

FedFA: Federated Learning with Feature Anchors to Align Feature and Classifier for Heterogeneous Data.

[BibT_eX]

[DOI]

CoRR, 2022

Graph Neural Network Enhanced Approximate Message Passing for MIMO Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Content-Aware Client Selection for Federated Learning in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Belief Propagation for Near-Field Cooperative Localization and Tracking in 6G Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2022

Stochastic Coded Federated Learning with Convergence and Privacy Guarantees.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Federated Learning with GAN-Based Data Synthesis for Non-IID Clients.

[BibT_eX]

[DOI]

Proceedings of the Trustworthy Federated Learning - First International Workshop, 2022

Loading Cost-Aware Model Caching and Request Routing for Cooperative Edge Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

How Neural Architectures Affect Deep Learning for Communication Networks?

[BibT_eX]

[DOI]

Yifei Shen

Proceedings of the IEEE International Conference on Communications, 2022

Communication-Efficient Federated Distillation with Active Data Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Asynchronous Semi-Decentralized Federated Edge Learning for Heterogeneous Clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

Error Rate Analysis for Grant-free Massive Random Access with Short-Packet Transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Partially-Connected Hybrid Beamforming for Spectral Efficiency Maximization via a Weighted MMSE Equivalence.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Blind Data Detection in Massive MIMO via ℓ₃-Norm Maximization Over the Stiefel Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Data-Importance Aware User Scheduling for Communication-Efficient Edge Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2021

Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Cell-Free Massive MIMO for 6G Wireless Communication Networks.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2021

Cell-Free Massive MIMO Detection: A Distributed Expectation Propagation Approach.

[BibT_eX]

[DOI]

CoRR, 2021

Task-Oriented Communication for Multi-Device Cooperative Edge Inference.

[BibT_eX]

[DOI]

CoRR, 2021

Invariant Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2021

Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression.

[BibT_eX]

[DOI]

CoRR, 2021

Hierarchical Quantized Federated Learning: Convergence Analysis and System Design.

[BibT_eX]

[DOI]

CoRR, 2021

Long-term optimization for MEC-enabled HetNets with device-edge-cloud collaboration.

[BibT_eX]

[DOI]

Long Chen

Jigang Wu

Comput. Commun., 2021

Joint Activity Detection and Data Decoding in Massive Random Access via a Turbo Receiver.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

AI Empowered Resource Management for Future Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2021

Supporting More Active Users for Massive Access via Data-assisted Activity Detection.

[BibT_eX]

[DOI]

Proceedings of the ICC 2021, 2021

Branchy-GNN: A Device-Edge Co-Inference Framework for Efficient Point Cloud Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Communication-Computation Efficient Device-Edge Co-Inference via AutoML.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Neural Calibration for Scalable Beamforming in FDD Massive MIMO with Implicit Channel Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Distributed Expectation Propagation Detection for Cell-Free Massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

How Powerful is Graph Convolution for Recommendation?

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Decentralized Statistical Inference with Unrolled Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Edge Intelligence for Mission Cognitive Wireless Emergency Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

LORM: Learning to Optimize for Resource Management in Wireless Networks With Few Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2020

Achieving Load-Balanced, Redundancy-Free Cluster Caching with Selective Partition.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2020

Mobile Edge Intelligence and Computing for the Internet of Vehicles.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Hybrid Beamforming for 5G and Beyond Millimeter-Wave Systems: A Holistic View.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2020

Sparse Optimization for Green Edge AI Inference.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2020

Blind Data Detection in Massive MIMO via ℓ3-norm Maximization over the Stiefel Manifold.

[BibT_eX]

[DOI]

CoRR, 2020

Faster Activity and Data Detection in Massive Random Access: A Multi-armed Bandit Approach.

[BibT_eX]

[DOI]

CoRR, 2020

Communication-Efficient Edge AI: Algorithms and Systems.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2020

Toward an Intelligent Edge: Wireless Communication Meets Machine Learning.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

Communication-Computation Trade-off in Resource-Constrained Edge Inference.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

Complete Dictionary Learning via ℓp-norm Maximization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Exploiting Diversity Via Importance-Aware User Scheduling for Fast Edge Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

Client-Edge-Cloud Hierarchical Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Bandit Sampling for Faster Activity and Data Detection in Massive Random Access.

[BibT_eX]

[DOI]

Jialin Dong

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Learning-based Prediction of Traffic Accident Risk in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2020

A Low-Complexity Algorithmic Framework for Large-Scale IRS-Assisted Wireless Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops, 2020

2019

Coordinated Fronthaul Data Assignment and Multicast Beamforming for Cache-Enabled Wireless Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2019

Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2019

Doubling Phase Shifters for Efficient Hybrid Precoder Design in Millimeter-Wave Communication Systems.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2019

Joint Activity Detection and Channel Estimation for IoT Networks: Phase Transition and Computation-Estimation Tradeoff.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2019

Edge-Assisted Hierarchical Federated Learning with Non-IID Data.

[BibT_eX]

[DOI]

CoRR, 2019

The Roadmap to 6G: AI Empowered Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2019

Connectivity-Aware UAV Path Planning with Aerial Coverage Maps.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Wireless Data Acquisition for Edge Learning: Importance-Aware Retransmission.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

LACS: Load-Aware Cache Sharing with Isolation Guarantee.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

A Tractable Framework for Coverage Analysis of Cellular-Connected UAV Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Transfer Learning for Mixed-Integer Resource Allocation Problems in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

A Graph Neural Network Approach for Scalable Wireless Power Control.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

Stochastic Geometry Analysis of Multi-Antenna Wireless Networks

[BibT_eX]

[DOI]

Springer, ISBN: 978-981-13-5879-1, 2019

2018

A Unified Framework for the Tractable Analysis of Multi-Antenna Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Exploiting Mobility in Cache-Assisted D2D Networks: Performance Analysis and Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Enhanced Group Sparse Beamforming for Green Cloud-RAN: A Random Matrix Approach.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Massive CSI Acquisition for Dense Cloud-RANs With Spatial-Temporal Dynamics.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

A Hardware-Efficient Analog Network Structure for Hybrid Precoding in Millimeter Wave Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

LORA: Learning to Optimize for Resource Allocation in Wireless Networks with Few Training Samples.

[BibT_eX]

[DOI]

CoRR, 2018

Towards an Intelligent Edge: Wireless Communication Meets Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Generalized Sparse and Low-Rank Optimization for Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

IEEE Access Special Section Editorial: Mobile Edge Computing for Wireless Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

SP-cache: load-balanced, redundancy-free cluster caching with selective partition.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2018

A Multi-dimension Measurement Study of a Large Scale Campus WiFi Network.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE Conference on Local Computer Networks, 2018

OpuS: Fair and Efficient Cache Sharing for In-Memory Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Communication, Computing, and Learning on the Edge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication Systems, 2018

Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Scalable Network Adaptation for Cloud-Rans: An Imitation Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Mobility-Aware Caching in D2D Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Stochastic Joint Radio and Computational Resource Management for Multi-User Mobile-Edge Computing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Layered Group Sparse Beamforming for Cache-Enabled Green Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2017

High-Dimensional CSI Acquisition in Massive MIMO: Sparsity-Inspired Approaches.

[BibT_eX]

[DOI]

IEEE Syst. J., 2017

Coverage Analysis for Millimeter Wave Networks: The Impact of Directional Antenna Arrays.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

Mobile Edge Computing: Survey and Research Outlook.

[BibT_eX]

[DOI]

CoRR, 2017

A Survey on Mobile Edge Computing: The Communication Perspective.

[BibT_eX]

[DOI]

IEEE Commun. Surv. Tutorials, 2017

Joint Task Offloading Scheduling and Transmit Power Allocation for Mobile-Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Partially-connected hybrid precoding in mm-wave systems with dynamic phase shifter networks.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Incentive mechanism design for cache-assisted D2D communications: A mobility-aware approach.

[BibT_eX]

[DOI]

Rui Wang

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Multi-objective resource allocation for mobile edge computing systems.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

LRC: Dependency-aware cache management for data analytics clusters.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

A tractable framework for performance analysis of dense multi-antenna networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Mobility increases the data offloading ratio in D2D caching networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Massive CSI acquisition in dense cloud-RAN with spatial and temporal prior information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Hybrid Precoding in Millimeter Wave Systems: How Many Phase Shifters Are Needed?

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

LERC: Coordinated Cache Management for Data-Parallel Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Optimal QoS-Aware Channel Assignment in D2D Communications With Partial CSI.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Low-Rank Matrix Completion for Topological Interference Management by Riemannian Pursuit.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Compressed CSI Acquisition in FDD Massive MIMO: How Much Training is Needed?

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Grid Energy Consumption and QoS Tradeoff in Hybrid Energy Supply Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

Inferring Directions of Undirected Social Ties.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Transmit Power Minimization for Wireless Networks With Energy Harvesting Relays.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Success Probability and Area Spectral Efficiency in Multiuser MIMO HetNets.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Alternating Minimization Algorithms for Hybrid Precoding in Millimeter Wave MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2016

Smoothed Lp-Minimization for Green Cloud-RAN With User Admission Control.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Dynamic Computation Offloading for Mobile-Edge Computing With Energy Harvesting Devices.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Mobility-aware caching for content-centric wireless networks: modeling and methodology.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2016

Coverage analysis for dense millimeter wave cellular networks: The impact of array size.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

ARQ with adaptive feedback for energy harvesting receivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

CoDAR: Revealing the Generalized Procedure & Recommending Algorithms of Community Detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Statistical group sparse beamforming for green Cloud-RAN via large system analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Delay-optimal computation task scheduling for mobile-edge computing systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

QoS-aware joint mode selection and channel assignment for D2D communications.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Cache size allocation in backhaul limited wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Content caching at the wireless network edge: A distributed algorithm via belief propagation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Selective uplink training for massive MIMO systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Joint Subcarrier and CPU Time Allocation for Mobile Edge Computing.

[BibT_eX]

[DOI]

Yinghao Yu

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Power-Delay Tradeoff in Multi-User Mobile-Edge Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

A low-rank approach for interference management in dense wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Optimal stochastic power control with compressive CSI acquisition for Cloud-RAN.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Alternating minimization for hybrid precoding in multiuser OFDM mmWave systems.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Large-scale convex optimization for ultra-dense cloud-RAN.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2015

Downlink User Capacity of Massive MIMO Under Pilot Contamination.

[BibT_eX]

[DOI]

Juei-Chin Shen

IEEE Trans. Wirel. Commun., 2015

Large-Scale Convex Optimization for Dense Wireless Cooperative Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Robust Group Sparse Beamforming for Multicast Green Cloud-RAN With Imperfect CSI.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Optimal Stochastic Coordinated Beamforming for Wireless Cooperative Networks With CSI Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

User-Centric Intercell Interference Nulling for Downlink Small Cell Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2015

Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Smoothed Lp-Minimization for Green Cloud-RAN with User Admission Control.

[BibT_eX]

[DOI]

CoRR, 2015

Energy harvesting small cell networks: feasibility, deployment, and operation.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2015

Joint base station assignment and power control in hybrid energy supply wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Low-rank matrix completion via Riemannian pursuit for topological interference management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Compressed CSI acquisition in FDD massive MIMO with partial support information.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Analysis of area spectral efficiency and link reliability in multiuser MIMO HetNets.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Group sparse beamforming for multicast green Cloud-RAN via parallel semidefinite programming.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Hybrid Precoding Design in Millimeter Wave MIMO Systems: An Alternating Minimization Approach.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

QoS-Aware Channel Assignment for Weighted Sum-Rate Maximization in D2D Communications.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

Backhaul-Aware Caching Placement for Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Beamforming for small cell deployment in LTE-advanced and beyond.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2014

Group Sparse Beamforming for Green Cloud-RAN.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Coordinated 3D Beamforming for Interference Management in Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Throughput and Energy Efficiency Analysis of Small Cell Networks with Multi-Antenna Base Stations.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Performance Analysis and System Design for Hierarchical Modulated BICM-ID.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2014

Inferring Continuous Dynamic Social Influence and Personal Preference for Temporal Behavior Prediction.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Who proposed the relationship?: recovering the hidden directions of undirected social networks.

[BibT_eX]

[DOI]

Chaokun Wang

Jianmin Wang

Proceedings of the 23rd International World Wide Web Conference, 2014

Achieving energy diversity with multiple energy harvesting relays.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Location-aware spectrum sharing in cognitive radio networks - A semi-matching approach.

[BibT_eX]

[DOI]

Fangyong Li

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Average throughput analysis of downlink cellular networks with multi-antenna base stations.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Joint data assignment and beamforming for backhaul limited caching networks.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

CSI overhead reduction with stochastic beamforming for cloud radio access networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

User-centric intercell interference coordination in small cell networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Scalable coordinated beamforming for dense wireless cooperative networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

User capacity of pilot-contaminated TDD massive MIMO systems.

[BibT_eX]

[DOI]

Juei-Chin Shen

Proceedings of the IEEE Global Communications Conference, 2014

Joint link selection and relay power allocation for energy harvesting relaying systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Learning Temporal Dynamics of Behavior Propagation in Social Networks.

[BibT_eX]

[DOI]

Chaokun Wang

Jianmin Wang

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Optimal Scheduling and Power Allocation for Two-Hop Energy Harvesting Communication Systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2013

Lattice Reduction-Based Approximate MAP Detection with Bit-Wise Combining and Integer Perturbed List Generation.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

SDMA-Based Aeronautical Machine-to-Machine Communications under SINR Constraints.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2013

A Unified Energy Efficiency and Spectral Efficiency Tradeoff Metric in Wireless Networks.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

Optimal Stochastic Coordinated Beamforming with Compressive CSI Acquisition for Cloud-RAN.

[BibT_eX]

[DOI]

CoRR, 2013

LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Learning latent friendship propagation networks with interest awareness for link prediction.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

LAFT-Explorer: inferring, visualizing and predicting how your social network expands.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Residential demand response with power adjustable and unadjustable appliances in smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2013

Throughput maximization for two-hop energy harvesting communication systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Energy efficiency analysis of small cell networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Relay selection for energy harvesting cooperative communication systems.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

Performance analysis of SDMA in multicell wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Interference Management with Relay Cooperation in Two-Hop Interference Channels.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2012

Maximizing energy efficiency in wireless networks with a minimum average throughput requirement.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Location-aware distributed routing in cognitive radio networks.

[BibT_eX]

[DOI]

Fangyong Li

Proceedings of the 2012 1st IEEE International Conference on Communications in China (ICCC), 2012

Coordinated relay beamforming for amplify-and-forward two-hop interference networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Training optimization for energy harvesting communication systems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

On the Accuracy of the Wyner Model in Cellular Networks.

[BibT_eX]

[DOI]

Jiaming Xu

IEEE Trans. Wirel. Commun., 2011

Multi-Mode Transmission for the MIMO Broadcast Channel with Imperfect Channel State Information.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2011

Multimode Transmission in Network MIMO Downlink with Incomplete CSI.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2011

Spatial Intercell Interference Cancellation with CSI Training and Feedback

[BibT_eX]

[DOI]

CoRR, 2011

On the Accuracy of the Wyner Model in Downlink Cellular Networks.

[BibT_eX]

[DOI]

Jiaming Xu

Proceedings of IEEE International Conference on Communications, 2011

Location-Based Joint Relay Selection and Channel Allocation for Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Optimizing Training and Feedback for Spatial Intercell Interference Cancellation.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

2010

Adaptive Spatial Intercell Interference Cancellation in Multicell Wireless Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2010

When Does the Wyner Model Accurately Describe an Uplink Cellular Network?

[BibT_eX]

[DOI]

Jiaming Xu

Proceedings of the Global Communications Conference, 2010

2009

Networked MIMO with clustered linear precoding.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2009

Mode Switching for the Multi-Antenna Broadcast Channel Based on Delay and Channel Quantization.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2009

Achievable throughput of multi-mode multiuser MIMO with imperfect CSI constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

Block Diagonalization in the MIMO Broadcast Channel with Delayed CSIT.

[BibT_eX]

[DOI]

Robert W. Heath Jr.

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Distributed Antenna Systems with Randomness.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

Cooperative protocols for multiple-source multiple-relay wireless networks.

[BibT_eX]

[DOI]

Tat-Ming Lok

Int. J. Sens. Networks, 2008

Mode Switching for MIMO Broadcast Channel Based on Delay and Channel Quantization

[BibT_eX]

[DOI]

CoRR, 2008

Single-user MIMO vs. Multiuser MIMO in the broadcast channel with CSIT constraints.

[BibT_eX]

[DOI]

Robert W. Heath Jr.

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

CLASCN: Candidate Network Selection for Efficient Top- k Keyword Queries over Databases.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2007

Study on Efficiency and Effectiveness of KSORD.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, 2007

Cellular Communication with Randomly Placed Distributed Antennas.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2007

QuickCN: A Combined Approach for Efficient Keyword Search over Databases.

[BibT_eX]

[DOI]

Zhaohui Peng

Shan Wang

Proceedings of the Advances in Databases: Concepts, 2007

Exploiting Connection Relation to Compress Data Graph.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web and Network Technologies, and Information Management, 2007

2006

PreCN: Preprocessing Candidate Networks for Efficient Keyword Search over Databases.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2006

Performance comparison of conventional and cooperative multihop transmission.

[BibT_eX]

[DOI]

Tat-Ming Lok

Proceedings of the IEEE Wireless Communications and Networking Conference, 2006

TreeCluster: Clustering Results of Keyword Search over Databases.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2006

NUITS: A Novel User Interface for Efficient Keyword Search over Databases.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Si-SEEKER: Ontology-Based Semantic Search over Databases.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, 2006

Multiple-Source Multiple-Relay Cooperation System.

[BibT_eX]

[DOI]