Scalable multiscale modeling of platelets with 100 million particles
Han, Changnian, Zhang, Peng, Zhu, Yicong, Cong, Guojing, Kozloski, James R., Yang, Chih Chieh, Zhang, Leili, Deng, Yuefan
Published in The Journal of supercomputing (01.12.2022)
Published in The Journal of supercomputing (01.12.2022)
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Journal Article
An Efficient, Distributed Stochastic Gradient Descent Algorithm for Deep-Learning Applications
Guojing Cong, Bhardwaj, Onkar, Minwei Feng
Published in 2017 46th International Conference on Parallel Processing (ICPP) (01.08.2017)
Published in 2017 46th International Conference on Parallel Processing (ICPP) (01.08.2017)
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Conference Proceeding
Fast shared-memory algorithms for computing the minimum spanning forest of sparse graphs
Bader, David A., Cong, Guojing
Published in Journal of parallel and distributed computing (01.11.2006)
Published in Journal of parallel and distributed computing (01.11.2006)
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Journal Article
Online Machine Learning for Accelerating Molecular Dynamics Modeling of Cells
Zhang, Ziji, Zhang, Peng, Han, Changnian, Cong, Guojing, Yang, Chih-Chieh, Deng, Yuefan
Published in Frontiers in molecular biosciences (27.01.2022)
Published in Frontiers in molecular biosciences (27.01.2022)
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Journal Article
A fast, parallel spanning tree algorithm for symmetric multiprocessors (SMPs)
Bader, David A., Cong, Guojing
Published in Journal of parallel and distributed computing (01.09.2005)
Published in Journal of parallel and distributed computing (01.09.2005)
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Journal Article
Solving Large, Irregular Graph Problems Using Adaptive Work-Stealing
Guojing Cong, Kodali, S., Krishnamoorthy, S., Lea, D., Saraswat, V., Tong Wen
Published in 2008 37th International Conference on Parallel Processing (01.09.2008)
Published in 2008 37th International Conference on Parallel Processing (01.09.2008)
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Conference Proceeding
A Systematic Approach toward Automated Performance Analysis and Tuning
Guojing Cong, I-Hsin Chung, Hui-Fang Wen, Klepacki, D., Murata, H., Negishi, Y., Moriyama, T.
Published in IEEE transactions on parallel and distributed systems (01.03.2012)
Published in IEEE transactions on parallel and distributed systems (01.03.2012)
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Journal Article
Designing irregular parallel algorithms with mutual exclusion and lock-free protocols
Cong, Guojing, Bader, David A.
Published in Journal of parallel and distributed computing (01.06.2006)
Published in Journal of parallel and distributed computing (01.06.2006)
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Journal Article
Improving materials property predictions for graph neural networks with minimal feature engineering Notice: This manuscript has been authored in part by UT-Battelle, LLC under Contract No. DE-AC05-00OR22725 with the U.S. Department of Energy. The United States Government retains and the publisher, by accepting the article for publication, acknowledges that the United States Government retains a non-exclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of
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Journal Article
A Synchronous Parallel Max-Flow Algorithm for Real-World Networks
Guojing Cong
Published in 2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS) (01.08.2014)
Published in 2014 IEEE Intl Conf on High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS) (01.08.2014)
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Conference Proceeding
Artificial intelligence for accelerating time integrations in multiscale modeling
Han, Changnian, Zhang, Peng, Bluestein, Danny, Cong, Guojing, Deng, Yuefan
Published in Journal of computational physics (15.02.2021)
Published in Journal of computational physics (15.02.2021)
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Journal Article
Lock-Free Parallel Algorithms: An Experimental Study
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Book Chapter
Conference Proceeding
A Study on the Locality Behavior of Minimum Spanning Tree Algorithms
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Book Chapter
Conference Proceeding
Composable Locality Optimizations for Accelerating Parallel Forest Computations
Guojing Cong, Tanase, Ilie
Published in 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) (01.12.2016)
Published in 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) (01.12.2016)
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Conference Proceeding
Accelerating Data Loading in Deep Neural Network Training
Yang, Chih-Chieh, Cong, Guojing
Published in 2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2019)
Published in 2019 IEEE 26th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.12.2019)
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Conference Proceeding