643 citations · 1.6k across the 7 of their papers we have counts for
7 papers
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-based Autonomous Urban Driving
Yinuo Zhao, Kun Wu, Zhiyuan Xu +4
Vision-based autonomous urban driving in dense traffic is quite challenging due to the complicated urban environment and the dynamics of the driving behaviors. Widely-applied metho…
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision
Rui Han, Qinglong Zhang, Chi Harold Liu +3
Deep neural networks (DNNs) have become ubiquitous techniques in mobile and embedded systems for applications such as image/object recognition and classification. The trend of exec…
Experience-driven Networking: A Deep Reinforcement Learning based Approach
Zhiyuan Xu, Jian Tang, Jingsong Meng +4
Modern communication networks have become very complicated and highly dynamic, which makes them hard to model, predict and control. In this paper, we develop a novel experience-dri…
Energy Efficient Location and Activity-aware On-Demand Mobile Distributed Sensing Platform for Sensing as a Service in IoT Clouds
Charith Perera, Dumidu Talagala, Chi Harold Liu +1
The Internet of Things (IoT) envisions billions of sensors deployed around us and connected to the Internet, where the mobile crowd sensing technologies are widely used to collect…
Context-aware Computing in the Internet of Things: A Survey on Internet of Things From Industrial Market Perspective
Charith Perera, Chi Harold Liu Member, Srimal Jayawardena +1
The Internet of Things (IoT) is a dynamic global information network consisting of Internet-connected objects, such as RFIDs, sensors, and actuators, as well as other instruments a…
The Emerging Internet of Things Marketplace From an Industrial Perspective: A Survey
Charith Perera, Chi Harold Liu, Srimal Jayawardena
The Internet of Things (IoT) is a dynamic global information network consisting of internet-connected objects, such as Radio-frequency identification (RFIDs), sensors, actuators, a…
Sensor Search Techniques for Sensing as a Service Architecture for The Internet of Things
Charith Perera, Arkady Zaslavsky, Chi Harold Liu +3
The Internet of Things (IoT) is part of the Internet of the future and will comprise billions of intelligent communicating "things" or Internet Connected Objects (ICO) which will h…