Huaiyu Dai

Decentralized Inference With Graph Neural Networks in Wireless Communication Systems

IEEE TRANSACTIONS ON MOBILE COMPUTING, 22(5), 2582–2598.

Learning-Based Data Gathering for Information Freshness in UAV-Assisted IoT Networks

IEEE INTERNET OF THINGS JOURNAL, 10(3), 2557–2573.

Multi-Job Intelligent Scheduling With Cross-Device Federated Learning

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 34(2), 535–551.

On the outage probability of uplink IRS-aided networks: NOMA and OMA

PHYSICAL COMMUNICATION, 59.

60 GHz Outdoor Propagation Measurements and Analysis Using Facebook Terragraph Radios

2022 IEEE RADIO AND WIRELESS SYMPOSIUM (RWS), pp. 156–159.

A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions

IEEE TRANSACTIONS ON CLOUD COMPUTING, 10(4), 2264–2280.

A Truthful Auction for Graph Job Allocation in Vehicular Cloud-Assisted Networks

IEEE TRANSACTIONS ON MOBILE COMPUTING, 21(10), 3455–3469.

Communication Efficient Federated Learning With Energy Awareness Over Wireless Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21(7), 5204–5219.

Communication-Efficient Federated Learning via Predictive Coding

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 16(3), 369–380.

Dynamic Interference Management for UAV-Assisted Wireless Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 21(4), 2637–2653.

Federated Learning via Plurality Vote

Yue, K., Jin, R., Wong, C.-W., & Dai, H. (2022, December 7). IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 12.

Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions

IEEE WIRELESS COMMUNICATIONS, 29(5), 12–19.

Hybrid Beamforming and Adaptive RF Chain Activation for Uplink Cell-Free Millimeter-Wave Massive MIMO Systems

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 71(8), 8739–8755.

Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles

2022 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), pp. 750–757.

Multi-Hop Task Offloading With On-the-Fly Computation for Multi-UAV Remote Edge Computing

IEEE TRANSACTIONS ON COMMUNICATIONS, 70(2), 1332–1344.

Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks

Hosseinalipour, S., Azam, S. S., Brinton, C. G., Michelusi, N., Aggarwal, V., Love, D. J., & Dai, H. (2022, February 3). IEEE-ACM TRANSACTIONS ON NETWORKING.

Precoder Design for Physical-Layer Security and Authentication in Massive MIMO UAV Communications

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 71(3), 2949–2964.

A Two-Stage Auction Mechanism for Cloud Resource Allocation

IEEE TRANSACTIONS ON CLOUD COMPUTING, 9(3), 881–895.

Accelerating Generalized Benders Decomposition for Wireless Resource Allocation

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(2), 1233–1247.

Application of Deep Learning to Sphere Decoding for Large MIMO Systems

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(10), 6787–6803.

Controlling Metastable Infection Patterns in Multilayer Networks via Interlink Design

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 8(4), 3242–3256.

Distributed ADMM With Synergetic Communication and Computation

Tian, Z., Zhang, Z., Wang, J., Chen, X., Wang, W., & Dai, H. (2021, January). IEEE TRANSACTIONS ON COMMUNICATIONS, Vol. 69, pp. 501–517.

Energy-Aware Stochastic UAV-Assisted Surveillance

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(5), 2820–2837.

Interference Analysis and Mitigation for Aerial IoT Considering 3D Antenna Patterns

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 70(1), 490–503.

Joint Service Placement and Resource Allocation for Multi-UAV Collaborative Edge Computing

2021 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC).

Minimizing the Age of Information in the Presence of Location Privacy-Aware Mobile Agents

IEEE TRANSACTIONS ON COMMUNICATIONS, 69(2), 1053–1067.

Optimal Position Planning of UAV Relays in UAV-assisted Vehicular Networks

IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021).

Outage Analysis for Cooperative mmWave UAV Communications With Beam Training Overhead

IEEE WIRELESS COMMUNICATIONS LETTERS, 10(10), 2249–2253.

Physical Layer Security for NOMA Transmission in mmWave Drone Networks

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 70(4), 3568–3582.

Placement of mmWave Base Stations for Serving Urban Drone Corridors

2021 IEEE 93RD VEHICULAR TECHNOLOGY CONFERENCE (VTC2021-SPRING).

Power Allocation for Fingerprint-Based PHY-Layer Authentication with mmWave UAV Networks

IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021).

Reinforcement Learning-Based Physical-Layer Authentication for Controller Area Networks

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 16, 2535–2547.

Secure 5G Network for a Nationwide Drone Corridor

2021 IEEE AEROSPACE CONFERENCE (AEROCONF 2021).

Spectral Graph Theory Based Resource Allocation for IRS-Assisted Multi-Hop Edge Computing

IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (IEEE INFOCOM WKSHPS 2021).

Temporal and Spectral Analysis of Spectrum Hole Distributions in an LTE Cell

2021 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

UAV Anti-Jamming Video Transmissions With QoE Guarantee: A Reinforcement Learning-Based Approach

IEEE TRANSACTIONS ON COMMUNICATIONS, 69(9), 5933–5947.

UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 20(4), 2368–2382.

Allocation of Computation-Intensive Graph Jobs Over Vehicular Clouds in IoV

IEEE INTERNET OF THINGS JOURNAL, 7(1), 311–324.

Differential Privacy and Prediction Uncertainty of Gossip Protocols in General Networks

2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

Energy-Efficient Beamforming and Power Control for Uplink NOMA in mmWave UAV Networks

2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks

IEEE COMMUNICATIONS MAGAZINE, 58(12), 41–47.

Joint Power and Deployment Optimization for Multi-UAV Remote Edge Computing

2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

Maximization of Robustness of Interdependent Networks Under Budget Constraints

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 7(3), 1441–1452.

Peace: Privacy-Preserving and Cost-Efficient Task Offloading for Mobile-Edge Computing

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 19(3), 1814–1824.

Physical-Layer Assisted Secure Offloading in Mobile-Edge Computing

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 19(6), 4054–4066.

Power-Aware Allocation of Graph Jobs in Geo-Distributed Cloud Networks

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 31(4), 749–765.

Prevention and Mitigation of Catastrophic Failures in Demand-Supply Interdependent Networks

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 7(3), 1710–1723.

UAV-AIDED CELLULAR COMMUNICATIONS WITH DEEP REINFORCEMENT LEARNING AGAINST JAMMING

IEEE WIRELESS COMMUNICATIONS, 27(4), 48–53.

A COMPUTATION OFFLOADING INCENTIVE MECHANISM WITH DELAY AND COST CONSTRAINTS UNDER 5G SATELLITE-GROUND IOV ARCHITECTURE

IEEE WIRELESS COMMUNICATIONS, 26(4), 124–132.

A Truthful Reverse-Auction Mechanism for Computation Offloading in Cloud-Enabled Vehicular Network

IEEE INTERNET OF THINGS JOURNAL, 6(3), 4214–4227.

A unified framework for the performance evaluation of single-branch dual-hop AF relaying in the presence of transceiver hardware impairments

PHYSICAL COMMUNICATION, 32, 231–241.

Camouflaging Mobile Primary Users in Database-Driven Cognitive Radio Networks

IEEE WIRELESS COMMUNICATIONS LETTERS, 8(1), 21–24.

Deep PDS-Learning for Privacy-Aware Offloading in MEC-Enabled IoT

IEEE INTERNET OF THINGS JOURNAL, 6(3), 4547–4555.

Deep Reinforcement Learning-Enabled Secure Visible Light Communication Against Eavesdropping

IEEE TRANSACTIONS ON COMMUNICATIONS, 67(10), 6994–7005.

Learning-Based Privacy-Aware Offloading for Healthcare IoT With Energy Harvesting

IEEE INTERNET OF THINGS JOURNAL, 6(3), 4307–4316.

Multiplex Conductance and Gossip Based Information Spreading in Multiplex Networks

IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 6(3), 391–401.

On the Security-Privacy Tradeoff in Collaborative Security: A Quantitative Information Flow Game Perspective

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 14(12), 3273–3286.

Principles of Effective and Robust Innate Immune Response to Viral Infections: A Multiplex Network Analysis

FRONTIERS IN IMMUNOLOGY, 10.

QR-Decomposition-Aided Tabu Search Detection for Large MIMO Systems

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 68(5), 4857–4870.

A Secure Mobile Crowdsensing Game With Deep Reinforcement Learning

IEEE Transactions on Information Forensics and Security, 13(1), 35–47.

A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 20(4), 3098–3130.

Advances in Mechanics of Microstructured Media and Structures

In ADVANCES IN MECHANICS OF MICROSTRUCTURED MEDIA AND STRUCTURES (Vol. 87, pp. 1–369).

Adversary Detection For Cognitive Radio Networks

In SpringerBriefs in Electrical and Computer Engineering.

Adversary Detection For Cognitive Radio Networks Conclusion and FutureWork

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 73–74.

Adversary Detection For Cognitive Radio Networks Introduction

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 1–6.

Case Study I: Link Signature Assisted PUE Attack Detection

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 45–50.

Case Study II: HMM-Based Byzantine Attack Detection

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 51–62.

Case Study III: CFC-Based Byzantine Attack Detection

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 63–72.

Collaborative IDS Configuration: A Two-Layer Game-Theoretic Approach

IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 4(4), 803–815.

Dynamic Games for Network Security

In SpringerBriefs in Electrical and Computer Engineering (pp. 1–74).

Dynamic Games for Network Security Conclusion and Future Work

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 73–74.

Dynamic Security Games with Deception

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 61–71.

Dynamic Security Games with Extra Information

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 25–42.

Dynamic Security Games with Incomplete Information

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 43–60.

Leveraging Spatial Diversity for Privacy-Aware Location-Based Services in Mobile Networks

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 13(6), 1524–1534.

Mobile Crowdsensing Games in Vehicular Networks

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 67(2), 1535–1545.

One-Bit Quantized Massive MIMO Detection Based on Variational Approximate Message Passing

IEEE Transactions on Signal Processing, 66(9), 2358–2373.

Overview of Adversary Detection in CR Networks

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 19–44.

Overview of Dynamic Network Security Games

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 17–23.

Preliminaries

DYNAMIC GAMES FOR NETWORK SECURITY, pp. 1–16.

Preliminaries of Analytical Tools

ADVERSARY DETECTION FOR COGNITIVE RADIO NETWORKS, pp. 7–17.

Reinforcement Learning-Based NOMA Power Allocation in the Presence of Smart Jamming

IEEE Transactions on Vehicular Technology, 67(4), 3377–3389.

A Leader-Follower Controlled Markov Stopping Game for Delay Tolerant and Opportunistic Resource Sharing Networks

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 35(3), 615–627.

Designing Optimal Interlink Patterns to Maximize Robustness of Interdependent Networks Against Cascading Failures

IEEE TRANSACTIONS ON COMMUNICATIONS, 65(9), 3847–3862.

Designing optimal interlink structures for interdependent networks under budget constraints

2017 ieee international conference on communications (icc).

Detection of infections using graph signal processing in heterogeneous networks

Globecom 2017 - 2017 ieee global communications conference.

Dynamic advertising in VANETs using repeated auctions

Globecom 2017 - 2017 ieee global communications conference.

Foresighted deception in dynamic security games

2017 ieee international conference on communications (icc).

Fountain-Coded File Spreading Over Mobile Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 16(10), 6766–6778.

Game theoretic study of protecting MIMO transmissions against smart attacks

2017 ieee international conference on communications (icc).

Multiplex conductance and gossip based information spreading in multiplex networks

2017 ieee international symposium on information theory (isit), 406–410.

Options-based sequential auctions for dnamic cloud resource allocation

2017 ieee international conference on communications (icc).

Privacy-aware offloading in mobile-edge computing

Globecom 2017 - 2017 ieee global communications conference.

QoS-Based Interference Alignment With Similarity Clustering for Efficient Subchannel Allocation in Dense Small Cell Networks

IEEE TRANSACTIONS ON COMMUNICATIONS, 65(11), 5054–5066.

Real-time strategy selection for mobile advertising in VANETs

Globecom 2017 - 2017 ieee global communications conference.

Towards Privacy-Aware Collaborative Security: A Game-Theoretic Approach

2017 1ST IEEE SYMPOSIUM ON PRIVACY-AWARE COMPUTING (PAC), pp. 72–83.

A A multi-player Markov stopping game for delay-tolerant and opportunistic resource sharing networks

IEEE INFOCOM 2016 - the 35th annual IEEE international Conference on Computer Communications.

A reverse auction algorithm for carrier allocation in femtocells for multimedia applications

INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 21(3), 171–179.

Cluster-Based Resource Allocation for Spectrum-Sharing Femtocell Networks

IEEE ACCESS, 4, 8643–8656.

Collaborative IDS configuration: A two-layer game-theoretical approach

2016 ieee global communications conference (globecom).

Connectivity for overlaid wireless networks with outage constraints

International conference on acoustics speech and signal processing, 3771–3775.

Estimation of robustness of interdependent networks against failure of nodes

2016 ieee global communications conference (globecom).

Faster Learning and Adaptation in Security Games by Exploiting Information Asymmetry

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 64(13), 3429–3443.

Joint User Selection and Feedback Bit Allocation Based on Sparsity Constraint in MIMO Virtual Cellular Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 15(3), 2069–2079.

Mobile Conductance in Sparse Networks and Mobility-Connectivity Tradeoff

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 15(4), 2954–2965.

Mobile offloading game against smart attacks

2016 ieee conference on computer communications workshops (infocom wkshps), 4, 2281–2291.

On Throughput Maximization of Time Division Multiple Access With Energy Harvesting Users

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 65(4), 2457–2470.

Relay Selection for Cooperative NOMA

IEEE WIRELESS COMMUNICATIONS LETTERS, 5(4), 416–419.

Toward Proper Guard Zones for Link Signature

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 15(3), 2104–2117.

Virtual-MIMO-Boosted Information Propagation on Highways

IEEE Transactions on Wireless Communications, 15(2), 1420–1431.

Zero-determinant Strategies for Multi-player Multi-action Iterated Games

IEEE Signal Processing Letters, 23(3), 311–315.

A A stochastic multi-channel spectrum access game with incomplete information

2015 ieee international conference on communications (icc), 4799–4804.

A unified framework for wireless connectivity study subject to general interference attack

2015 ieee international conference on communications (icc), 7174–7179.

Anti-Jamming transmission Stackelberg game with observation errors

IEEE Communications Letters, 19(6), 949–952.

Beamforming games with quantized CSI in two-user interference channels

2015 International Conference on ICT Convergence (ICTC), 1303–1306.

Delay Optimal Scheduling for Energy Harvesting Based Communications

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 33(3), 452–466.

Dynamic IDS Configuration in the Presence of Intruder Type Uncertainty

2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

Improving learning and adaptation in security games by exploiting information asymmetry

2015 ieee conference on computer communications (infocom).

Jamming Games in Underwater Sensor Networks with Reinforcement Learning

2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

Nash Bargaining in Beamforming Games with Quantized CSI in Two-user Interference Channels

2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

No time to demodulate - fast physical layer verification of friendly jamming

2015 ieee military communications conference (milcom 2015), 653–658.

Optimal Resource Allocation in Random Access Cooperative Cognitive Radio Networks

IEEE TRANSACTIONS ON MOBILE COMPUTING, 14(6), 1245–1258.

Robust blind image watermarking based on chaotic mixtures

NONLINEAR DYNAMICS, 80(3), 1329–1355.

Single-Hop Transport Throughput of Secondary Networks in Spectrum Sharing Systems

IEEE Transactions on Mobile Computing, 14(8), 1726–1736.

Towards Optimal Link Patterns for Robustness of Interdependent Networks against Cascading Failures

2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).

Dynamic Adaptive Anti-Jamming via Controlled Mobility

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 13(8), 4374–4388.

Security Analysis of MAC Protocol for Mobile Device Identification Based on PARADIS

2014 IEEE EIGHTH INTERNATIONAL CONFERENCE ON SOFTWARE SECURITY AND RELIABILITY - COMPANION (SERE-C 2014), pp. 237–242.

Throughput Scaling of Primary and Secondary Ad Hoc Networks With Same-Order Dimensions

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 63(8), 3957–3966.

A Byzantine Attack Defender in Cognitive Radio Networks: The Conditional Frequency Check

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 12(5), 2512–2523.

Ally Friendly Jamming: How to Jam Your Enemy and Maintain Your Own Wireless Connectivity at the Same Time

2013 IEEE SYMPOSIUM ON SECURITY AND PRIVACY (SP), pp. 174–188.

Dynamic adaptive anti-jamming via controlled mobility

2013 IEEE Conference on Communications and Network Security (CNS), 1–9.

Efficient In-Network Computing with Noisy Wireless Channels

IEEE TRANSACTIONS ON MOBILE COMPUTING, 12(11), 2167–2177.

Gossip-Based Information Spreading in Mobile Networks

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 12(11), 5918–5928.

HMM-Based Malicious User Detection for Robust Collaborative Spectrum Sensing

IEEE Journal on Selected Areas in Communications, 31(11), 2196–2208.

Is link signature dependable for wireless security?

2013 proceedings ieee infocom, 200–204.

On the Capacity Region of Cognitive Multiple Access over White Space Channels

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 31(11), 2517–2527.

Structured Variational Methods for Distributed Inference in Networked Systems: Design and Analysis

IEEE Transactions on Signal Processing, 61(15), 3827–3839.

A Byzantine attack defender: The Conditional Frequency Check

2012 ieee international symposium on information theory proceedings (isit).