research
∙
07/22/2020
Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks
Representation learning methods for heterogeneous networks produce a low...
share
research
∙
07/10/2020
Enhancing the Performance of Practical Profiling Side-Channel Attacks Using Conditional Generative Adversarial Networks
Recently, many profiling side-channel attacks based on Machine Learning ...
research
∙
05/07/2020
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation
Deep learning-based object detection and instance segmentation have achi...
research
∙
04/24/2020
A Concept-based Abstraction-Aggregation Deep Neural Network for Interpretable Document Classification
Using attention weights to identify information that is important for mo...
research
∙
03/27/2020
Mechanism Design for Wireless Powered Spatial Crowdsourcing Networks
Wireless power transfer (WPT) is a promising technology to prolong the l...
research
∙
02/26/2020
Trapping problem on star-type graphs with applications
The trapping problem on graph (or network) as a typical focus of great i...
research
∙
02/14/2020
Optimal Pricing of Internet of Things: A Machine Learning Approach
Internet of things (IoT) produces massive data from devices embedded wit...
research
∙
02/08/2020
Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach
With the recent technological innovation, unmanned aerial vehicles, know...
research
∙
12/13/2019
Toward an Automated Auction Framework for Wireless Federated Learning Services Market
In traditional machine learning, the central server first collects the d...
research
∙
11/19/2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
Bounding box regression is the crucial step in object detection. In exis...
research
∙
11/11/2019
Dynamic Model for Network Selection in Next Generation HetNets with Memory-affecting Rational Users
Recently, due to the staggering growth of wireless data traffic, heterog...
research
∙
09/18/2019
Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
Filter pruning is one of the most effective ways to accelerate and compr...
research
∙
09/17/2019
K-BERT: Enabling Language Representation with Knowledge Graph
Pre-trained language representation models, such as BERT, capture a gene...
research
∙
08/26/2019
A Convolutional Neural Network with Mapping Layers for Hyperspectral Image Classification
In this paper, we propose a convolutional neural network with mapping la...
research
∙
07/28/2019
A Translate-Edit Model for Natural Language Question to SQL Query Generation on Multi-relational Healthcare Data
Electronic health record (EHR) data contains most of the important patie...
research
∙
07/21/2019
Task Allocation and Mobile Base Station Deployment in Wireless Powered Spatial Crowdsourcing
Wireless power transfer (WPT) is a promising technology to prolong the l...
research
∙
05/28/2019
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization
Neural abstractive text summarization (NATS) has received a lot of atten...
research
∙
04/25/2019
A Method for Expressing and Displaying the Vehicle Behavior Distribution in Maintenance Work Zones
Maintenance work zones on the road network have impacts on the normal tr...
research
∙
03/23/2019
Full-duplex in 5G Small Cell Access: SystemDesign and Performance Aspects
Recent achievement in self-interference cancellation algorithms enables ...
research
∙
02/28/2019
A Survey on Applications of Game Theory in Blockchain
In the past decades, the blockchain technology has attracted tremendous ...
research
∙
11/29/2018
Joint Service Pricing and Cooperative Relay Communication for Federated Learning
For the sake of protecting data privacy and due to the rapid development...
research
∙
11/16/2018
Evolutionary Game for Consensus Provision in Permissionless Blockchain Networks with Shard
With the development of decentralized consensus protocols, permissionles...
research
∙
10/18/2018
Applications of Deep Reinforcement Learning in Communications and Networking: A Survey
This paper presents a comprehensive literature review on applications of...
research
∙
09/10/2018
Estimate the Warfarin Dose by Ensemble of Machine Learning Algorithms
Warfarin dosing remains challenging due to narrow therapeutic index and ...
research
∙
09/08/2018
Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System with Online Reinforcement Learning
Ambient backscatter has been introduced with a wide range of application...
research
∙
08/30/2018
Competitive Data Trading in Wireless-Powered Internet of Things (IoT) Crowdsensing Systems with Blockchain
With the explosive growth of smart IoT devices at the edge of the Intern...
research
∙
08/23/2018
Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter
For an RF-powered cognitive radio network with ambient backscattering ca...
research
∙
08/14/2018
Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach
Unmanned aerial vehicles (UAVs), also known as drones, have emerged as a...
research
∙
08/13/2018
Game Theoretic Analysis for Joint Sponsored and Edge Caching Content Service Market
With a sponsored content scheme in a wireless network, a sponsored conte...
research
∙
08/13/2018
Dynamic Pricing for Revenue Maximization in Mobile Social Data Market with Network Effects
Mobile data demand is increasing tremendously in wireless social network...
research
∙
07/23/2018
A Stackelberg Game Approach Towards Socially-Aware Incentive Mechanisms for Mobile Crowdsensing (Online report)
Mobile crowdsensing has shown a great potential to address large-scale d...
research
∙
07/23/2018
A Stackelberg Game Approach Towards Socially-Aware Incentive Mechanisms for Mobile Crowdsensing
Mobile crowdsensing has shown a great potential to address large-scale d...
research
∙
06/29/2018
A Hierarchical Game with Strategy Evolution for Mobile Sponsored Content and Service Markets
In sponsored content and service markets, the content and service provid...
research
∙
06/14/2018
Market-Oriented Information Trading in Internet of Things (IoT) for Smart Cities
Internet of Things (IoT) technology is a fundamental infrastructure for ...
research
∙
05/21/2018
Adversarial Noise Layer: Regularize Neural Network By Adding Noise
In this paper, we introduce a novel regularization method called Adversa...
research
∙
05/07/2018
A Survey on Consensus Mechanisms and Mining Management in Blockchain Networks
The past decade has witnessed the rapid evolution in blockchain technolo...
research
∙
04/27/2018
On Cyber Risk Management of Blockchain Networks: A Game Theoretic Approach
Open-access blockchains based on proof-of-work protocols have gained tre...
research
∙
04/26/2018
Auction Mechanisms in Cloud/Fog Computing Resource Allocation for Public Blockchain Networks
As an emerging decentralized secure data management platform, blockchain...
research
∙
04/08/2018
Stackelberg Game for Distributed Time Scheduling in RF-Powered Backscatter Cognitive Radio Networks
In this paper, we study the transmission strategy adaptation problem in ...
research
∙
02/28/2018
Optimal Stochastic Package Delivery Planning with Deadline: A Cardinality Minimization in Routing
Vehicle Routing Problem with Private fleet and common Carrier (VRPPC) ha...
research
∙
02/04/2018
Optimal Stochastic Delivery Planning in Full-Truckload and Less-Than-Truckload Delivery
With an increasing demand from emerging logistics businesses, Vehicle Ro...
research
∙
01/23/2018
Decentralized Caching for Content Delivery Based on Blockchain: A Game Theoretic Perspective
Blockchains enables tamper-proof, ordered logging for transactional data...
research
∙
01/08/2018
Optimal Time Scheduling for Wireless-Powered Backscatter Communication Networks
This letter introduces a novel wireless-powered backscatter communicatio...
research
∙
12/16/2017
Cyberattack Detection in Mobile Cloud Computing: A Deep Learning Approach
With the rapid growth of mobile applications and cloud computing, mobile...
research
∙
12/16/2017
A Stochastic Programming Approach for Risk Management in Mobile Cloud Computing
The development of mobile cloud computing has brought many benefits to m...
research
∙
12/16/2017
Optimal Cross Slice Orchestration for 5G Mobile Services
5G mobile networks encompass the capabilities of hosting a variety of se...
research
∙
12/13/2017
Ambient Backscatter Communications: A Contemporary Survey
Recently, ambient backscatter communications has been introduced as a cu...
research
∙
12/11/2017
Performance Analysis and Application of Mobile Blockchain
Mobile security has become more and more important due to the boom of mo...
research
∙
12/06/2017
Evolutionary Game for Mining Pool Selection in Blockchain Networks
In blockchain networks adopting the proof-of-work schemes, the monetary ...
research
∙
11/16/2017