Huaiyu Dai

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 228

Top Venues

CoRR

IEEE Trans. Wirel. Commun.

ICC

GLOBECOM

Publications

Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Federated Learning via Plurality Vote. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Zhang Liu, Yifeng Zhao, Seyyedali Hosseinalipour, Zhibin Gao, Lianfen Huang, Huaiyu Dai
TDRA: A Truthful Dynamic Reverse Auction for DAG Task Scheduling Over Vehicular Clouds. IEEE Trans. Veh. Technol. 73 (3) (2024)
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in User-Centric and Cache-Enabled Vehicular Edge Networks with Deadline-Constrained Heterogeneous Demands. IEEE Trans. Veh. Technol. 73 (1) (2024)
Richeng Jin, Yujie Gu, Kai Yue, Xiaofan He, Zhaoyang Zhang, Huaiyu Dai
TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data. CoRR (2024)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Privacy-Preserving Decentralized Inference With Graph Neural Networks in Wireless Networks. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Tianheng Li, Xiaofan He, Richeng Jin, Huaiyu Dai
Task-Decoding Assisted Cooperative Transmission for Coded Edge Computing. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices. SDM (2024)
Juan Liu, Fei Yang, Xijun Wang, Long Qu, Ming Jin, Huaiyu Dai
Joint Optimization of Charging Station Placement and UAV Trajectory for Fresh Data Collection. IEEE Internet Things J. 11 (14) (2024)
Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update. AAAI (2024)
Dongqing Geng, Xiaofan He, Richeng Jin, Huaiyu Dai
Dynamic Power Control for Delay-Optimal Coded Edge Computing. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
On the f-Differential Privacy Guarantees of Discrete-Valued Mechanisms. CoRR (2023)
Yulong He, Xiaofan He, Richeng Jin, Huaiyu Dai
Location Privacy-Aware and Energy-Efficient Offloading for Distributed Edge Computing. IEEE Trans. Wirel. Commun. 22 (11) (2023)
Slimane Benmahmoud, El-Hadi Meftah, Huaiyu Dai
On the outage probability of uplink IRS-aided networks: NOMA and OMA. Phys. Commun. 59 (2023)
Richeng Jin, Xiaofan He, Huaiyu Dai
Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent. CISS (2023)
Zhang Liu, Minghui Liwang, Seyyedali Hosseinalipour, Huaiyu Dai, Zhibin Gao, Lianfen Huang
RFID: Towards Low Latency and Reliable DAG Task Scheduling Over Dynamic Vehicular Clouds. IEEE Trans. Veh. Technol. 72 (9) (2023)
Jingzhe Zhang, Xiaofan He, Huaiyu Dai
Blind Post-Decision State-Based Reinforcement Learning for Intelligent IoT. IEEE Internet Things J. 10 (12) (2023)
Md Farhamdur Reza, Ali Rahmati, Tianfu Wu, Huaiyu Dai
CGBA: Curvature-aware Geometric Black-box Attack. ICCV (2023)
Zhuojun Tian, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin, Huaiyu Dai
Distributed Learning over Networks with Graph-Attention-Based Personalization. CoRR (2023)
Mushfiqur Rahman, Runze Liu, Chau-Wai Wong, Huaiyu Dai
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations. CoRR (2023)
Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update. CoRR (2023)
Zhe Song, Jianping An, Haichuan Ding, Huaiyu Dai
Optimal Relay Probing for UAV Millimeter Wave Communications with Beam Training Overhead. IEEE Trans. Veh. Technol. 72 (6) (2023)
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Gradient Obfuscation Gives a False Sense of Security in Federated Learning. USENIX Security Symposium (2023)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Decentralized Inference With Graph Neural Networks in Wireless Communication Systems. IEEE Trans. Mob. Comput. 22 (5) (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning With Highly Mobile Connected Vehicles. IEEE J. Sel. Areas Commun. 41 (6) (2023)
Zhang Liu, Lianfen Huang, Zhibin Gao, Manman Luo, Seyyedali Hosseinalipour, Huaiyu Dai
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds. CoRR (2023)
Richeng Jin, Yufan Huang, Zhaoyang Zhang, Huaiyu Dai
On the Privacy Guarantees of Gossip Protocols in General Networks. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Richeng Jin, Xiaofan He, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
Magnitude Matters: Fixing SIGNSGD Through Magnitude-Aware Sparsification in the Presence of Data Heterogeneity. CoRR (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. EMNLP (2023)
Richeng Jin, Zhonggen Su, Caijun Zhong, Zhaoyang Zhang, Tony Q. S. Quek, Huaiyu Dai
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy. NeurIPS (2023)
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. CoRR (2023)
Sung Joon Maeng, Md Moin Uddin Chowdhury, Ismail Güvenç, Arupjyoti Bhuyan, Huaiyu Dai
Base Station Antenna Uptilt Optimization for Cellular-Connected Drone Corridors. IEEE Trans. Aerosp. Electron. Syst. 59 (4) (2023)
Md Farhamdur Reza, Ali Rahmati, Tianfu Wu, Huaiyu Dai
CGBA: Curvature-aware Geometric Black-box Attack. CoRR (2023)
Zhuojun Tian, Zhaoyang Zhang, Zhaohui Yang, Richeng Jin, Huaiyu Dai
Distributed Learning Over Networks With Graph-Attention-Based Personalization. IEEE Trans. Signal Process. 71 (2023)
Minghui Liwang, Zhibin Gao, Seyyedali Hosseinalipour, Yuhan Su, Xianbin Wang, Huaiyu Dai
Graph-Represented Computation-Intensive Task Scheduling Over Air-Ground Integrated Vehicular Networks. IEEE Trans. Serv. Comput. 16 (5) (2023)
Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices. CoRR (2023)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity. CoRR (2023)
Zhiming Li, Peng Tong, Juan Liu, Xijun Wang, Lingfu Xie, Huaiyu Dai
Learning-Based Data Gathering for Information Freshness in UAV-Assisted IoT Networks. IEEE Internet Things J. 10 (3) (2023)
Ji Liu, Juncheng Jia, Beichen Ma, Chendi Zhou, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning. IEEE Trans. Parallel Distributed Syst. 34 (2) (2023)
Minghui Liwang, Bingshuo Guo, Zhanxi Ma, Yuhan Su, Seyyedali Hosseinalipour, Xianbin Wang, Huaiyu Dai
DISCO: Achieving Low Latency and High Reliability in Scheduling of Graph-Structured Tasks over Mobile Vehicular Cloud. CoRR (2023)
Zhibin Gao, Minghui Liwang, Seyyedali Hosseinalipour, Huaiyu Dai, Xianbin Wang
A Truthful Auction for Graph Job Allocation in Vehicular Cloud-Assisted Networks. IEEE Trans. Mob. Comput. 21 (10) (2022)
Richeng Jin, Xiaofan He, Huaiyu Dai
Communication Efficient Federated Learning With Energy Awareness Over Wireless Networks. IEEE Trans. Wirel. Commun. 21 (7) (2022)
Xiaofan He, Tianheng Li, Richeng Jin, Huaiyu Dai
Delay-Optimal Coded Offloading for Distributed Edge Computing in Fading Environments. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Kai Yue, Richeng Jin, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Gradient Obfuscation Gives a False Sense of Security in Federated Learning. CoRR (2022)
Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Efficient Device Scheduling with Multi-Job Federated Learning. AAAI (2022)
Sung Joon Maeng, Yavuz Yapici, Ismail Güvenç, Arupjyoti Bhuyan, Huaiyu Dai
Precoder Design for Physical-Layer Security and Authentication in Massive MIMO UAV Communications. IEEE Trans. Veh. Technol. 71 (3) (2022)
Zhang Liu, Minghui Liwang, Seyyedali Hosseinalipour, Huaiyu Dai, Zhibin Gao, Lianfen Huang
RFID: Towards Low Latency and Reliable DAG Task Scheduling over Dynamic Vehicular Clouds. CoRR (2022)
Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server. CoRR (2022)
Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server. IJCAI (2022)
Md. Ferdous Pervej, Richeng Jin, Huaiyu Dai
Resource Constrained Vehicular Edge Federated Learning with Highly Mobile Connected Vehicles. CoRR (2022)
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. IEEE Wirel. Commun. 29 (5) (2022)
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai
Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks. IEEE/ACM Trans. Netw. 30 (4) (2022)
Md. Ferdous Pervej, Richeng Jin, Shih-Chun Lin, Huaiyu Dai
Efficient Content Delivery in Cache-Enabled VEN with Deadline-Constrained Heterogeneous Demands: A User-Centric Approach. CoRR (2022)
Xiaofan He, Richeng Jin, Huaiyu Dai
Multi-Hop Task Offloading With On-the-Fly Computation for Multi-UAV Remote Edge Computing. IEEE Trans. Commun. 70 (2) (2022)
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles. IV (2022)
Dongqing Geng, Tianheng Li, Xiaofan He, Huaiyu Dai
Dynamic Power Control for Delay-Optimal Replicated Edge Computing. GLOBECOM (Workshops) (2022)
Ji Liu, Juncheng Jia, Beichen Ma, Chendi Zhou, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning. CoRR (2022)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Communication-Efficient Federated Learning via Predictive Coding. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Mengyuan Lee, Guanding Yu, Huaiyu Dai, Geoffrey Ye Li
Graph Neural Networks Meet Wireless Communications: Motivation, Applications, and Future Directions. CoRR (2022)
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Neural Tangent Kernel Empowered Federated Learning. ICML (2022)
Ali Rahmati, Seyyedali Hosseinalipour, Yavuz Yapici, Xiaofan He, Ismail Güvenç, Huaiyu Dai, Arupjyoti Bhuyan
Dynamic Interference Management for UAV-Assisted Wireless Networks. IEEE Trans. Wirel. Commun. 21 (4) (2022)
Nhan Thanh Nguyen, Kyungchun Lee, Huaiyu Dai
Hybrid Beamforming and Adaptive RF Chain Activation for Uplink Cell-Free Millimeter-Wave Massive MIMO Systems. IEEE Trans. Veh. Technol. 71 (8) (2022)
Md. Ferdous Pervej, Jianlin Guo, Kyeong Jin Kim, Kieran Parsons, Philip V. Orlik, Stefano Di Cairano, Marcel Menner, Karl Berntorp, Yukimasa Nagai, Huaiyu Dai
Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles. CoRR (2022)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks. CoRR (2022)
Tianheng Li, Xiaofan He, Huaiyu Dai
Task-Decoding Assisted Cooperative Transmission for Coded Edge Computing. GLOBECOM (Workshops) (2022)
Mengyuan Lee, Seyyedali Hosseinalipour, Christopher G. Brinton, Guanding Yu, Huaiyu Dai
A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions. IEEE Trans. Cloud Comput. 10 (4) (2022)
Kairui Du, Omkar Mujumdar, Özgür Özdemir, Ender Ozturk, Ismail Güvenç, Mihail L. Sichitiu, Huaiyu Dai, Arupjyoti Bhuyan
60 GHz Outdoor Propagation Measurements and Analysis Using Facebook Terragraph Radios. RWS (2022)
Yavuz Yapici, Nadisanka Rupasinghe, Ismail Güvenç, Huaiyu Dai, Arupjyoti Bhuyan
Physical Layer Security for NOMA Transmission in mmWave Drone Networks. IEEE Trans. Veh. Technol. 70 (4) (2021)
Richeng Jin, Xiaofan He, Huaiyu Dai
Minimizing the Age of Information in the Presence of Location Privacy-Aware Mobile Agents. IEEE Trans. Commun. 69 (2) (2021)
Juan Liu, Peng Tong, Xijun Wang, Bo Bai, Huaiyu Dai
UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Liang Xiao, Xiaozhen Lu, Tangwei Xu, Weihua Zhuang, Huaiyu Dai
Reinforcement Learning-Based Physical-Layer Authentication for Controller Area Networks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Haichuan Ding, Huaiyu Dai, Ismail Güvenç, Arupjyoti Bhuyan
Outage Analysis for Cooperative mmWave UAV Communications With Beam Training Overhead. IEEE Wirel. Commun. Lett. 10 (10) (2021)
Sung Joon Maeng, Mrugen A. Deshmukh, Ismail Güvenç, Arupjyoti Bhuyan, Huaiyu Dai
Interference Analysis and Mitigation for Aerial IoT Considering 3D Antenna Patterns. IEEE Trans. Veh. Technol. 70 (1) (2021)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Communication-Efficient Federated Learning via Predictive Coding. CoRR (2021)
Runze Liu, Chau-Wai Wong, Huaiyu Dai
Modeling the Nonsmoothness of Modern Neural Networks. CoRR (2021)
Huilian Zhang, Xiaofan He, Qingqing Wu, Huaiyu Dai
Spectral Graph Theory Based Resource Allocation for IRS-Assisted Multi-Hop Edge Computing. CoRR (2021)
Zhuojun Tian, Zhaoyang Zhang, Jue Wang, Xiaoming Chen, Wei Wang, Huaiyu Dai
Distributed ADMM With Synergetic Communication and Computation. IEEE Trans. Commun. 69 (1) (2021)
Xiaofan He, Richeng Jin, Huaiyu Dai
Joint Service Placement and Resource Allocation for Multi-UAV Collaborative Edge Computing. WCNC (2021)
Nhan Thanh Nguyen, Kyungchun Lee, Huaiyu Dai
Application of Deep Learning to Sphere Decoding for Large MIMO Systems. IEEE Trans. Wirel. Commun. 20 (10) (2021)
Mengyuan Lee, Guanding Yu, Huaiyu Dai
Decentralized Inference with Graph Neural Networks in Wireless Communication Systems. CoRR (2021)
Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai
Neural Tangent Kernel Empowered Federated Learning. CoRR (2021)
Udita Bhattacherjee, Ender Ozturk, Özgür Özdemir, Ismail Güvenç, Mihail L. Sichitiu, Huaiyu Dai
Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing. WiNTECH@MOBICOM (2021)
Seyyedali Hosseinalipour, Huaiyu Dai
A Two-Stage Auction Mechanism for Cloud Resource Allocation. IEEE Trans. Cloud Comput. 9 (3) (2021)
Kai Yue, Richeng Jin, Chau-Wai Wong, Huaiyu Dai
Federated Learning via Plurality Vote. CoRR (2021)
Rui Zou, Wenye Wang, Huaiyu Dai
Temporal and Spectral Analysis of Spectrum Hole Distributions in an LTE Cell. GLOBECOM (2021)
Sung Joon Maeng, Yavuz Yapici, Ismail Güvenç, Huaiyu Dai, Arupjyoti Bhuyan
Power Allocation for Fingerprint-Based PHY-Layer Authentication with mmWave UAV Networks. ICC (2021)
Srinjoy Chattopadhyay, Huaiyu Dai, Do Young Eun
Controlling Metastable Infection Patterns in Multilayer Networks via Interlink Design. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Huilian Zhang, Xiaofan He, Qingqing Wu, Huaiyu Dai
Spectral Graph Theory Based Resource Allocation for IRS-Assisted Multi-Hop Edge Computing. INFOCOM Workshops (2021)
Yuhan Su, Minghui LiWang, Seyyedali Hosseinalipour, Lianfen Huang, Huaiyu Dai
Optimal Position Planning of UAV Relays in UAV-assisted Vehicular Networks. ICC (2021)
Liang Xiao, Yuzhen Ding, Jinhao Huang, Sicong Liu, Yuliang Tang, Huaiyu Dai
UAV Anti-Jamming Video Transmissions With QoE Guarantee: A Reinforcement Learning-Based Approach. IEEE Trans. Commun. 69 (9) (2021)
Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Huaiyu Dai
Adversarial training may be a double-edged sword. CoRR (2021)
Yuhan Su, Minghui Liwang, Seyyedali Hosseinalipour, Lianfen Huang, Huaiyu Dai
Cooperative Relaying and Power Control for UAV-Assisted Vehicular Networks with Deep Q-Network. ICCC (2021)
Seyyedali Hosseinalipour, Ali Rahmati, Do Young Eun, Huaiyu Dai
Energy-Aware Stochastic UAV-Assisted Surveillance. IEEE Trans. Wirel. Commun. 20 (5) (2021)
Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou
Efficient Device Scheduling with Multi-Job Federated Learning. CoRR (2021)
Simran Singh, Udita Bhattacherjee, Ender Ozturk, Ismail Güvenç, Huaiyu Dai, Mihail L. Sichitiu, Arupjyoti Bhuyan
Placement of mmWave Base Stations for Serving Urban Drone Corridors. VTC Spring (2021)
Mengyuan Lee, Ning Ma, Guanding Yu, Huaiyu Dai
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Seyyedali Hosseinalipour, Ali Rahmati, Huaiyu Dai
Interference Avoidance Position Planning in Dual-Hop and Multi-Hop UAV Relay Networks. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Xiaofan He, Richeng Jin, Huaiyu Dai
Joint Power and Deployment Optimization for Multi-UAV Remote Edge Computing. GLOBECOM (2020)
Seyyedali Hosseinalipour, Ali Rahmati, Do Young Eun, Huaiyu Dai
Energy-Aware Stochastic UAV-Assisted Surveillance. CoRR (2020)
Seyyedali Hosseinalipour, Anuj Nayak, Huaiyu Dai
Power-Aware Allocation of Graph Jobs in Geo-Distributed Cloud Networks. IEEE Trans. Parallel Distributed Syst. 31 (4) (2020)
Ali Rahmati, Seyyedali Hosseinalipour, Ismail Güvenç, Huaiyu Dai, Arupjyoti Bhuyan
Lifetime Maximization for UAV-assisted Data Gathering Networks in the Presence of Jamming. SPAWC (2020)

Huaiyu Dai.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Huaiyu Dai