Huaiyu Dai

Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees

Federated learning (FL) has emerged as a prominent distributed learning ...
02/25/2020 ∙ by Richeng Jin, et al. ∙ 17 ∙ share

read it
Delay Optimal Scheduling for Energy Harvesting Based Communications

Green communication attracts increasing research interest recently. Equi...
08/23/2013 ∙ by Juan Liu, et al. ∙ 0 ∙ share

read it
Age-Optimal Trajectory Planning for UAV-Assisted Data Collection

Unmanned aerial vehicle (UAV)-aided data collection is a new and promisi...
04/25/2018 ∙ by Juan Liu, et al. ∙ 0 ∙ share

read it
A Computation Offloading Incentive Mechanism with Delay and Cost Constraints under 5G Satellite-ground IoV architecture

The 5G Internet of Vehicles has become a new paradigm alongside the grow...
04/05/2018 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

read it
Allocation of Graph Jobs in Geo-Distributed Cloud Networks

Recently, processing of big-data has drawn tremendous attention, where c...
08/13/2018 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

read it
Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

While machine learning has achieved remarkable results in a wide variety...
09/08/2018 ∙ by Richeng Jin, et al. ∙ 0 ∙ share

read it
A Two-Stage Auction Mechanism for Cloud Resource Allocation

With the recent growth in the size of cloud computing business, handling...
07/11/2018 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

read it
Enhancing Physical Layer Security for NOMA Transmission in mmWave Drone Networks

Physical layer security (PLS) is critically important for emerging wirel...
12/04/2018 ∙ by Nadisanka Rupasinghe, et al. ∙ 0 ∙ share

read it
Dynamic Mobility-Aware Interference Avoidance for Aerial Base Stations in Cognitive Radio Networks

Aerial base station (ABS) is a promising solution for public safety as i...
01/09/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

read it
Interference Avoidance Position Planning in UAV-assisted Wireless Communication

We consider unmanned aerial vehicle (UAV)-assisted wireless communicatio...
03/04/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

read it
Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data

The recent advances in sensor technologies and smart devices enable the ...
02/27/2019 ∙ by Richeng Jin, et al. ∙ 0 ∙ share

read it
SLNR Based Precoding for One-Bit Quantized Massive MIMO in mmWave Communications

Massive multiple-input multiple-output (MIMO) is a key technology for 5G...
02/12/2019 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

read it
Allocation of Computation-Intensive Graph Jobs over Vehicular Clouds

Recent years have witnessed dramatic growth in smart vehicles and comput...
03/07/2019 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

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

We propose a generic system model for a special category of interdepende...
03/21/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

read it
Interference Avoidance in UAV-Assisted Networks: Joint 3D Trajectory Design and Power Allocation

The use of the unmanned aerial vehicle (UAV) has been foreseen as a prom...
04/16/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

read it
Quantifying Differential Privacy of Gossip Protocols in General Networks

In this work, we generalize the study of quantifying the differential pr...
05/18/2019 ∙ by Yufan Huang, et al. ∙ 0 ∙ share

read it
Interference Avoidance Position Planning in Dual-hop and Multi-hop UAV Relay Networks

We consider unmanned aerial vehicle (UAV)-assisted wireless communicatio...
07/02/2019 ∙ by Seyyedali Hosseinalipour, et al. ∙ 0 ∙ share

read it
Optimal Time Allocation in VANETs Advertising: A Price-based Approach using Stackelberg Game

Vehicular ad-hoc networks (VANETs) have recently attracted a lot of atte...
03/11/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

read it
Low-Resolution Limited-Feedback NOMA for mmWave Communications

The spectrum-efficient millimeter-wave (mmWave) communications has recen...
10/01/2019 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

read it
Physical Layer Security for NOMA Transmission in mmWave Drone Networks

The non-orthogonal multiple access (NOMA) and millimeter-wave (mmWave) t...
01/14/2020 ∙ by Yavuz Yapici, et al. ∙ 0 ∙ share

read it
Multi-Task Offloading over Vehicular Clouds under Graph-based Representation

Vehicular cloud computing has emerged as a promising paradigm for realiz...
12/12/2019 ∙ by Minghui LiWang, et al. ∙ 0 ∙ share

read it
Dynamic Interference Management for UAV-Assisted Wireless Networks

The deployment of unmanned aerial vehicles (UAVs) is proliferating as th...
09/26/2019 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

read it
Precoder Design for mmWave UAV Communications with Physical Layer Security

The integration of unmanned aerial vehicles (UAVs) into the terrestrial ...
02/17/2020 ∙ by Sung Joon Maeng, et al. ∙ 0 ∙ share

read it
GeoDA: a geometric framework for black-box adversarial attacks

Adversarial examples are known as carefully perturbed images fooling ima...
03/13/2020 ∙ by Ali Rahmati, et al. ∙ 0 ∙ share

read it
Accelerating Generalized Benders Decomposition for Wireless Resource Allocation

Generalized Benders decomposition (GBD) is a globally optimal algorithm ...
03/03/2020 ∙ by Mengyuan Lee, et al. ∙ 0 ∙ share

read it

Huaiyu Dai

Featured Co-authors

Wei Chen

Xiaojiang Du

Mohsen Guizani

Pascal Frossard

Tianfu Wu

Ismail Guvenc

Yavuz Yapici

Juan Liu

Seyed-Mohsen Moosavi-Dezfooli

Seyyedali Hosseinalipour

Ning Ma

Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees

Delay Optimal Scheduling for Energy Harvesting Based Communications

Age-Optimal Trajectory Planning for UAV-Assisted Data Collection

A Computation Offloading Incentive Mechanism with Delay and Cost Constraints under 5G Satellite-ground IoV architecture

Allocation of Graph Jobs in Geo-Distributed Cloud Networks

Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent

A Two-Stage Auction Mechanism for Cloud Resource Allocation

Enhancing Physical Layer Security for NOMA Transmission in mmWave Drone Networks

Dynamic Mobility-Aware Interference Avoidance for Aerial Base Stations in Cognitive Radio Networks

Interference Avoidance Position Planning in UAV-assisted Wireless Communication

Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data

SLNR Based Precoding for One-Bit Quantized Massive MIMO in mmWave Communications

Allocation of Computation-Intensive Graph Jobs over Vehicular Clouds

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

Interference Avoidance in UAV-Assisted Networks: Joint 3D Trajectory Design and Power Allocation

Quantifying Differential Privacy of Gossip Protocols in General Networks

Interference Avoidance Position Planning in Dual-hop and Multi-hop UAV Relay Networks

Optimal Time Allocation in VANETs Advertising: A Price-based Approach using Stackelberg Game

Low-Resolution Limited-Feedback NOMA for mmWave Communications

Physical Layer Security for NOMA Transmission in mmWave Drone Networks

Multi-Task Offloading over Vehicular Clouds under Graph-based Representation

Dynamic Interference Management for UAV-Assisted Wireless Networks

Precoder Design for mmWave UAV Communications with Physical Layer Security

GeoDA: a geometric framework for black-box adversarial attacks

Accelerating Generalized Benders Decomposition for Wireless Resource Allocation