39 citations · 69 across the 8 of their papers we have counts for
8 papers
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion
Haipeng Gao, Kun Yang, Yuxue Yang +3
Knowledge graph embedding has been an active research topic for knowledge base completion (KGC), with progressive improvement from the initial TransE, TransH, RotatE et al to the c…
An Efficient One-Class SVM for Anomaly Detection in the Internet of Things
Kun Yang, Samory Kpotufe, Nick Feamster
Insecure Internet of things (IoT) devices pose significant threats to critical infrastructure and the Internet at large; detecting anomalous behavior from these devices remains of…
Feature Extraction for Novelty Detection in Network Traffic
Kun Yang, Samory Kpotufe, Nick Feamster
Data representation plays a critical role in the performance of novelty detection (or ``anomaly detection'') methods in machine learning. The data representation of network traffic…
Unified Offloading Decision Making and Resource Allocation in ME-RAN
Kezhi Wang, Pei-Qiu Huang, Kun Yang +2
In order to support communication and computation cooperation, we propose ME-RAN architecture, which consists of mobile edge cloud (ME) as the computation provision platform and ra…
A Resource Management Protocol for Mobile Cloud Using Auto-Scaling
Chathura Sarathchandra Magurawalage, Kun Yang, Ritosa Patrik +2
Cloud radio access networks (C-RAN) and Mobile Cloud Computing (MCC) have emerged as promising candidates for the next generation access network techniques. MCC enables resource li…
LAPPS: Location Aware Password Protection System
Chathura Sarathchandra Magurawalage, Kun Yang
Location Aware Password Protection System (LAPPS) is designed to strengthen the security of traditional password protection systems. This is achieved by adding several layers of pr…
Aqua Computing: Coupling Computing and Communications
Chathura Sarathchandra Magurawalage, Kun Yang, Kezhi Wang
The authors introduce a new vision for providing computing services for connected devices. It is based on the key concept that future computing resources will be coupled with commu…
Simple one-pass algorithm for penalized linear regression with cross-validation on MapReduce
Kun Yang
In this paper, we propose a one-pass algorithm on MapReduce for penalized linear regression \[f_λ(α, β) = \|Y - α\mathbf{1} - Xβ\|_2^2 + p_λ(β)\] where is the intercept which c…