Guojing Cong
Orcid: 0000-0003-0850-7714
According to our database1,
Guojing Cong
authored at least 84 papers
between 2004 and 2024.
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Bibliography
2024
2023
Improving materials property predictions for graph neural networks with minimal feature engineering <sup>*</sup>.
Mach. Learn. Sci. Technol., September, 2023
Comput. Phys. Commun., June, 2023
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies.
CoRR, 2023
Hyperparameter Optimization and Feature Inclusion in Graph Neural Networks for Spiking Implementation.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
J. Supercomput., 2022
CoRR, 2022
Proceedings of the IEEE/ACM Redefining Scalability for Diversely Heterogeneous Architectures Workshop, 2022
Proceedings of the SC22: International Conference for High Performance Computing, 2022
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022
Augmenting Graph Convolution with Distance Preserving Embedding for Improved Learning.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
J. Comput. Phys., 2021
CASTELO: clustered atom subtypes aided lead optimization - a combined machine learning and molecular modeling method.
BMC Bioinform., 2021
Enabling AI-Accelerated Multiscale Modeling of Thrombogenesis at Millisecond and Molecular Resolutions on Supercomputers.
Proceedings of the High Performance Computing - 36th International Conference, 2021
Proceedings of the 2021 International Conference on Data Mining, 2021
Elastic distributed training with fast convergence and efficient resource utilization.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Fast neural network training on a cluster of GPUs for action recognition with high accuracy.
J. Parallel Distributed Comput., 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Preparation and optimization of a diverse workload for a large-scale heterogeneous system.
Proceedings of the International Conference for High Performance Computing, 2019
Proceedings of the 48th International Conference on Parallel Processing, 2019
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019
2018
Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUs.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
2017
Foreword to the special issue of the 18th IEEE international conference on computational science and engineering (CSE2015).
Concurr. Comput. Pract. Exp., 2017
Accelerating deep neural network learning for speech recognition on a cluster of GPUs.
Proceedings of the Machine Learning on HPC Environments, 2017
An Efficient, Distributed Stochastic Gradient Descent Algorithm for Deep-Learning Applications.
Proceedings of the 46th International Conference on Parallel Processing, 2017
A Hierarchical, Bulk-Synchronous Stochastic Gradient Descent Algorithm for Deep-Learning Applications on GPU Clusters.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
2016
Proceedings of the 2nd Workshop on Machine Learning in HPC Environments, 2016
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016
2015
Parallelism-centric optimization and performance study of a finance aggregation engine on modern NUMA systems.
Proceedings of the 8th Workshop on High Performance Computational Finance, 2015
Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing, 2015
Parallel Strategies for Solving Large Unit Commitment Problems in the California ISO Planning Model.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015
2014
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014
2013
Proceedings of the 3rd Workshop on Irregular Applications - Architectures and Algorithms, 2013
Proceedings of the Computing Frontiers Conference, 2013
2012
IEEE Trans. Parallel Distributed Syst., 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 10th Workshop on Parallel and Distributed Systems: Testing, 2012
An Efficient Framework for Multi-dimensional Tuning of High Performance Computing Applications.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
2011
Proceedings of the Encyclopedia of Parallel Computing, 2011
Proceedings of the Encyclopedia of Parallel Computing, 2011
Proceedings of the Encyclopedia of Parallel Computing, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
2010
Concurr. Comput. Pract. Exp., 2010
Proceedings of the Conference on High Performance Computing Networking, 2010
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Proceedings of the Euro-Par 2010 Parallel Processing Workshops, 2010
2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Proceedings of the Euro-Par 2009 Parallel Processing, 2009
Improving Memory Access Locality for Large-Scale Graph Analysis Applications.
Proceedings of the 22nd International Conference on Parallel and Distributed Computing and Communication Systems, 2009
2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008
Proceedings of the 2008 International Conference on Parallel Processing, 2008
2007
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007
Proceedings of the 2nd International Conference on Performance Evaluation Methodolgies and Tools, 2007
Proceedings of the Fourth International Conference on the Quantitative Evaluaiton of Systems (QEST 2007), 2007
Techniques for Designing Efficient Parallel Graph Algorithms for SMPs and Multicore Processors.
Proceedings of the Parallel and Distributed Processing and Applications, 2007
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
2006
Designing irregular parallel algorithms with mutual exclusion and lock-free protocols.
J. Parallel Distributed Comput., 2006
Fast shared-memory algorithms for computing the minimum spanning forest of sparse graphs.
J. Parallel Distributed Comput., 2006
Proceedings of the High Performance Computing, 2006
2005
J. Parallel Distributed Comput., 2005
An Experimental Study of Parallel Biconnected Components Algorithms on Symmetric Multiprocessors (SMPs).
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 34th International Conference on Parallel Processing (ICPP 2005), 2005
An Empirical Analysis of Parallel Random Permutation Algorithms ON SMPs.
Proceedings of the ISCA 18th International Conference on Parallel and Distributed Computing Systems, 2005
2004
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004
Proceedings of the 33rd International Conference on Parallel Processing (ICPP 2004), 2004
Proceedings of the High Performance Computing, 2004