Mahantesh Halappanavar
Orcid: 0000-0002-2323-4753
According to our database1,
Mahantesh Halappanavar
authored at least 125 papers
between 2002 and 2024.
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Bibliography
2024
\texttt{Picasso}: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing.
CoRR, 2024
Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Robust Differentiable Predictive Control with Safety Guarantees: A Predictive Safety Filter Approach.
CoRR, 2023
CoRR, 2023
There is more to graphs than meets the eye: Learning universal features with self-supervision.
CoRR, 2023
CoRR, 2023
Deep Reinforcement Learning for Cyber System Defense under Dynamic Adversarial Uncertainties.
CoRR, 2023
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023
AMG Preconditioners based on Parallel Hybrid Coarsening and Multi-objective Graph Matching.
Proceedings of the 31st Euromicro International Conference on Parallel, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Job Scheduling Strategies for Parallel Processing - 26th Workshop, 2023
Proceedings of the International Conference on Machine Learning and Applications, 2023
Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains.
Proceedings of the International Conference on Machine Learning, 2023
Structural Validation of Synthetic Power Distribution Networks Using the Multiscale Flat Norm.
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
2022
IEEE Trans. Parallel Distributed Syst., 2022
Parallel Comput., 2022
Direction-optimizing Label Propagation Framework for Structure Detection in Graphs: Design, Implementation, and Experimental Analysis.
ACM J. Exp. Algorithmics, 2022
Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications.
CoRR, 2022
GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization.
CoRR, 2022
CoRR, 2022
Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update Method.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022
Differentiable Predictive Control with Safety Guarantees: A Control Barrier Function Approach.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures.
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2022
2021
Int. J. High Perform. Comput. Appl., 2021
Risk-averse bi-level stochastic network interdiction model for cyber-security risk management.
Int. J. Crit. Infrastructure Prot., 2021
Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification.
Proceedings of the Continual Semi-Supervised Learning - First International Workshop, 2021
cuTS: scaling subgraph isomorphism on distributed multi-GPU systems using trie based data structure.
Proceedings of the International Conference for High Performance Computing, 2021
Single-node partitioned-memory for huge graph analytics: cost and performance trade-offs.
Proceedings of the International Conference for High Performance Computing, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Proceedings of the CF '21: Computing Frontiers Conference, 2021
Transfer-Learnt Models for Predicting Electricity Consumption in Buildings with Limited and Sparse Field Data.
Proceedings of the 2021 American Control Conference, 2021
Proceedings of the 2021 SIAM Conference on Applied and Computational Discrete Algorithms, 2021
2020
Introduction to the TOPC Special Issue on Innovations in Systems for Irregular Applications, Part 2.
ACM Trans. Parallel Comput., 2020
Introduction to the TOPC Special Issue on Innovations in Systems for Irregular Applications, Part 1.
ACM Trans. Parallel Comput., 2020
Preempt: scalable epidemic interventions using submodular optimization on multi-GPU systems.
Proceedings of the International Conference for High Performance Computing, 2020
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020
Proceedings of the IEEE International Symposium on Workload Characterization, 2020
Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020
Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020
Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020
2019
SIAM J. Sci. Comput., 2019
J. Complex Networks, 2019
Exploring MPI Communication Models for Graph Applications Using Graph Matching as a Case Study.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019
Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019
Mapping Arbitrarily Sparse Two-Body Interactions on One-Dimensional Quantum Circuits.
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019
2018
Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks.
Proceedings of the Social Network Based Big Data Analysis and Applications, 2018
Guest Editorial: Advances in Parallel Graph Processing: Algorithms, Architectures, and Application Frameworks.
IEEE Trans. Multi Scale Comput. Syst., 2018
Proceedings of the International Conference for High Performance Computing, 2018
Proceedings of the 2018 IEEE/ACM Performance Modeling, 2018
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018
Proceedings of the IEEE International Conference on Cluster Computing, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
AMPS: An Augmented Matrix Formulation for Principal Submatrix Updates with Application to Power Grids.
SIAM J. Sci. Comput., 2017
Stat. Anal. Data Min., 2017
Exploring performance and energy tradeoffs for irregular applications: A case study on the Tilera many-core architecture.
J. Parallel Distributed Comput., 2017
Exploring the Role of Intrinsic Nodal Activation on the Spread of Influence in Complex Networks.
CoRR, 2017
Towards Efficient Resource Allocation for Distributed Workflows Under Demand Uncertainties.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017
2016
SIAM J. Sci. Comput., 2016
Fast Uncovering of Graph Communities on a Chip: Toward Scalable Community Detection on Multicore and Manycore Platforms.
Found. Trends Electron. Des. Autom., 2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the 2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, 2016
Designing scalable <i>b</i>-Matching algorithms on distributed memory multiprocessors by approximation.
Proceedings of the International Conference for High Performance Computing, 2016
Proceedings of the IEEE International Conference on Networking, 2016
Accelerating the mining of influential nodes in complex networks through community detection.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016
Proceedings of the 2016 ACM Workshop on Moving Target Defense, 2016
2015
J. Parallel Distributed Comput., 2015
CoRR, 2015
Codesign Lessons Learned from Implementing Graph Matching on Multithreaded Architectures.
Computer, 2015
Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015
Proceedings of the 22nd IEEE International Conference on High Performance Computing, 2015
Optimizing irregular applications for energy and performance on the Tilera many-core architecture.
Proceedings of the 12th ACM International Conference on Computing Frontiers, 2015
2014
Parallel Comput., 2014
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
Proceedings of the 21st International Conference on High Performance Computing, 2014
2013
Int. J. Parallel Program., 2013
Proceedings of the 3rd International Workshop on High Performance Computing, 2013
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013
Proceedings of the 2013 IEEE International Conference on Intelligence and Security Informatics, 2013
Proceedings of the Cyber Security and Information Intelligence, 2013
2012
Parallel Comput., 2012
Int. J. High Perform. Comput. Appl., 2012
CoRR, 2012
Proceedings of the SC Conference on High Performance Computing Networking, 2012
Proceedings of the 2012 SC Companion: High Performance Computing, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012
Proceedings of the 41st International Conference on Parallel Processing, 2012
Scaling Up Coordinate Descent Algorithms for Large <i>ℓ<sub>1</sub></i> Regularization Problems.
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
Proceedings of the first workshop on Irregular applications: architectures and algorithm, 2011
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Tolerating correlated failures for generalized Cartesian distributions via bipartite matching.
Proceedings of the 8th Conference on Computing Frontiers, 2011
2009
2008
Proceedings of the 15th ACM Mardi Gras conference: From lightweight mash-ups to lambda grids: Understanding the spectrum of distributed computing requirements, applications, tools, infrastructures, interoperability, and the incremental adoption of key capabilities, Baton Rouge, Louisiana, USA, January 29, 2008
Efficient Parallel Implementations of Binomial Tree Option Price Valuation.
Proceedings of the ISCA 21st International Conference on Parallel and Distributed Computing and Communication Systems, 2008
2003
Proceedings of the Data and Applications Security XVII: Status and Prospects, 2003
2002
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002
Recertification: A Technique to Improve Services in PKI.
Proceedings of the Research Directions in Data and Applications Security, 2002