5 citations · 5 across the 1 of their papers we have counts for
11 papers
GSmart: An Efficient SPARQL Query Engine Using Sparse Matrix Algebra -- Full Version
Yuedan Chen, M. Tamer Özsu, Guoqing Xiao +2
Efficient execution of SPARQL queries over large RDF datasets is a topic of considerable interest due to increased use of RDF to encode data. Most of this work has followed either…
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19
Jianguo Chen, Kenli Li, Zhaolei Zhang +2
The COVID-19 pandemic caused by the SARS-CoV-2 virus has spread rapidly worldwide, leading to a global outbreak. Most governments, enterprises, and scientific research institutions…
HPC AI500: A Benchmark Suite for HPC AI Systems
Zihan Jiang, Wanling Gao, Lei Wang +10
In recent years, with the trend of applying deep learning (DL) in high performance scientific computing, the unique characteristics of emerging DL workloads in HPC raise great chal…
Distributed Deep Learning Model for Intelligent Video Surveillance Systems with Edge Computing
Jianguo Chen, Kenli Li, Qingying Deng +2
In this paper, we propose a Distributed Intelligent Video Surveillance (DIVS) system using Deep Learning (DL) algorithms and deploy it in an edge computing environment. We establis…
Parallel Protein Community Detection in Large-scale PPI Networks Based on Multi-source Learning
Jianguo Chen, Kenli Li, Kashif Bilal +3
Protein interactions constitute the fundamental building block of almost every life activity. Identifying protein communities from Protein-Protein Interaction (PPI) networks is ess…
A Parallel Patient Treatment Time Prediction Algorithm and its Applications in Hospital Queuing-Recommendation in a Big Data Environment
Jianguo Chen, Kenli Li, Zhuo Tang +2
Effective patient queue management to minimize patient wait delays and patient overcrowding is one of the major challenges faced by hospitals. Unnecessary and annoying waits for lo…