Lei Huang

According to our database, Lei Huang authored at least 30 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Effects of Nonlinearity and Network Architecture on the Performance of Supervised Neural Networks.

Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang

Algorithms, 2021

Discovering Nonlinear Dynamics Through Scientific Machine Learning.

Lei Huang, Daniel Vrinceanu, Yunjiao Wang, Nalinda Kulathunga, Nishath Rajiv Ranasinghe

Proceedings of the Intelligent Systems and Applications, 2021

2020

Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models.

Nalinda Kulathunga, Nishath Rajiv Ranasinghe, Daniel Vrinceanu, Zackary Kinsman, Lei Huang, Yunjiao Wang

CoRR, 2020

Improving Seismic Wave Simulation and Inversion Using Deep Learning.

Lei Huang, Edward Clee, Nishath Rajiv Ranasinghe

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2017

A CNN based bagging learning approach to short-term load forecasting in smart grid.

Xishuang Dong, Lijun Qian, Lei Huang

Proceedings of the 2017 IEEE SmartWorld, 2017

Implementing Deep Neural Networks on Fresh Breeze.

Jack B. Dennis, Lei Huang, Willie Y.-P. Lim, Hsiang-Huang Wu, Yuzhong Yan

Proceedings of the Parallel Computing is Everywhere, 2017

Short-term load forecasting in smart grid: A combined CNN and K-means clustering approach.

Xishuang Dong, Lijun Qian, Lei Huang

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2015

A Productive Cloud Computing Platform Research for Big Data Analytics.

Yuzhong Yan, Chao Chen, Lei Huang

Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Is Apache Spark scalable to seismic data analytics and computations?

Yuzhong Yan, Lei Huang, Liqi Yi

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013

Facilitating education using cloud computing infrastructure.

Lei Huang, Yonggao Yang

J. Comput. Sci. Coll., 2013

2012

A Compiler-Assisted Runtime-Prefetching Scheme for Heterogeneous Platforms.

Li Chen, Baojiang Shou, Xionghui Hou, Lei Huang

Proceedings of the OpenMP in a Heterogeneous World - 8th International Workshop on OpenMP, 2012

2011

High performance computing using MPI and OpenMP on multi-core parallel systems.

Haoqiang Jin, Dennis C. Jespersen, Piyush Mehrotra, Rupak Biswas, Lei Huang, Barbara M. Chapman

Parallel Comput., 2011

PADS: A Pattern-Driven Stencil Compiler-Based Tool for Reuse of Optimizations on GPGPUs.

Dongni Han, Shixiong Xu, Li Chen, Lei Huang

Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

2010

Enabling locality-aware computations in OpenMP.

Lei Huang, Haoqiang Jin, Liqi Yi, Barbara M. Chapman

Sci. Program., 2010

Unified Parallel C for GPU Clusters: Language Extensions and Compiler Implementation.

Li Chen, Lei Liu, Shenglin Tang, Lei Huang, Zheng Jing, Shixiong Xu, Dingfei Zhang, Baojiang Shou

Proceedings of the Languages and Compilers for Parallel Computing, 2010

2009

Exploiting global optimizations for openmp programs in the openuh compiler.

Lei Huang, Deepak Eachempati, Marcus W. Hervey, Barbara M. Chapman

Proceedings of the 14th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2009

Simplifying Heterogeneous Embedded Systems Programming Based on OpenMP.

Lei Huang, Barbara M. Chapman

Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

Implementing OpenMP on a high performance embedded multicore MPSoC.

Barbara M. Chapman, Lei Huang, Eric Biscondi, Eric Stotzer, Ashish Shrivastava, Alan Gatherer

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

2008

Performance Evaluation of a Multi-Zone Application in Different OpenMP Approaches.

Haoqiang Jin, Barbara M. Chapman, Lei Huang, Dieter an Mey, Thomas Reichstein

Int. J. Parallel Program., 2008

2007

Enhancing OpenMP and Its Implementation for Programming Multicore Systems.

Barbara M. Chapman, Lei Huang

Proceedings of the Parallel Computing: Architectures, 2007

Performance Evaluation of a Multi-zone Application in Different OpenMP Approaches.

Haoqiang Jin, Barbara M. Chapman, Lei Huang

Proceedings of the A Practical Programming Model for the Multi-Core Era, 2007

Parallel Data Flow Analysis for OpenMP Programs.

Lei Huang, Girija Sethuraman, Barbara M. Chapman

Proceedings of the A Practical Programming Model for the Multi-Core Era, 2007

Strategies and Implementation for Translating OpenMP Code for Clusters.

Deepak Eachempati, Lei Huang, Barbara M. Chapman

Proceedings of the High Performance Computing and Communications, 2007

2006

Toward Enhancing OpenMP's Work-Sharing Directives.

Barbara M. Chapman, Lei Huang, Haoqiang Jin, Gabriele Jost, Bronis R. de Supinski

Proceedings of the Euro-Par 2006, Parallel Processing, 12th International Euro-Par Conference, Dresden, Germany, August 28, 2006

2005

Towards a more efficient implementation of OpenMP for clusters via translation to global arrays.

Lei Huang, Barbara M. Chapman, Zhenying Liu

Parallel Comput., 2005

Evaluating OpenMP on Chip MultiThreading Platforms.

Chunhua Liao, Zhenying Liu, Lei Huang, Barbara M. Chapman

Proceedings of the OpenMP Shared Memory Parallel Programming - International Workshops, 2005

2004

Efficient Implementation of OpenMP for Clusters with Implicit Data Distribution.

Zhenying Liu, Lei Huang, Barbara M. Chapman, Tien-Hsiung Weng

Proceedings of the Shared Memory Parallel Programming with OpenMP, 2004

Efficient Translation of OpenMP to Distributed Memory.

Lei Huang, Barbara M. Chapman, Zhenying Liu, Ricky A. Kendall

Proceedings of the Computational Science, 2004

2003

Analyses for the Translation of OpenMP Codes into SPMD Style with Array Privatization.

Zhenying Liu, Barbara M. Chapman, Yi Wen, Lei Huang, Tien-Hsiung Weng, Oscar R. Hernandez

Proceedings of the OpenMP Shared Memory Parallel Programming, 2003

OpenMP on Distributed Memory via Global Arrays.

Lei Huang, Barbara M. Chapman, Ricky A. Kendall

Proceedings of the Parallel Computing: Software Technology, 2003