Alex Pothen

Proceedings of the 22nd International Symposium on Experimental Algorithms, 2024

AGS-GNN: Attribute-guided Sampling for Graph Neural Networks.

[BibT_eX]

[DOI]

Siddhartha Shankar Das

Mahantesh M. Halappanavar

Edoardo Serra

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Semi-Streaming Algorithms for Weighted k-Disjoint Matchings.

[BibT_eX]

[DOI]

Bhargav Samineni

Bala Krishnamoorthy

Proceedings of the 32nd Annual European Symposium on Algorithms, 2024

2023

Dynamic Asset Allocation with Expected Shortfall via Quantum Annealing.

[BibT_eX]

[DOI]

Entropy, March, 2023

Streaming Algorithms for Weighted k-Disjoint Matchings.

[BibT_eX]

[DOI]

Bhargav Samineni

Bala Krishnamoorthy

CoRR, 2023

AMG Preconditioners based on Parallel Hybrid Coarsening and Multi-objective Graph Matching.

[BibT_eX]

[DOI]

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022

A 2/3-approximation algorithm for vertex-weighted matching.

[BibT_eX]

[DOI]

Ahmed Al-Herz

Discret. Appl. Math., 2022

Generative modeling of the enteric nervous system employing point pattern analysis and graph construction.

[BibT_eX]

[DOI]

Abida Sanjana Shemonti

CoRR, 2022

A novel statistical methodology for quantifying the spatial arrangements of axons in peripheral nerves.

[BibT_eX]

[DOI]

Abida Sanjana Shemonti

CoRR, 2022

VWC-BERT: Scaling Vulnerability-Weakness-Exploit Mapping on Modern AI Accelerators.

[BibT_eX]

[DOI]

Siddhartha Shankar Das

Proceedings of the IEEE International Conference on Big Data, 2022

2021

EXAGRAPH: Graph and combinatorial methods for enabling exascale applications.

[BibT_eX]

[DOI]

Sivasankaran Rajamanickam

Oguz Selvitopi

Nathan R. Tallent

Antonino Tumeo

Int. J. High Perform. Comput. Appl., 2021

A Parallel Approximation Algorithm for Maximizing Submodular b-Matching.

[BibT_eX]

[DOI]

CoRR, 2021

V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities.

[BibT_eX]

[DOI]

Siddhartha Shankar Das

Edoardo Serra

Ehab Al-Shaer

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

A Parallel Approximation Algorithm for Maximizing Submodular b-Matching.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM Conference on Applied and Computational Discrete Algorithms, 2021

2020

AMPS: Real-time mesh cutting with augmented matrices for surgical simulations.

[BibT_eX]

[DOI]

Jessica Crouch

Numer. Linear Algebra Appl., 2020

Graphs with Tunable Chromatic Numbers for Parallel Coloring.

[BibT_eX]

[DOI]

Xin Cheng

Hemanta K. Maji

Proceedings of the SIAM Workshop on Combinatorial Scientific Computing, 2020

A Parallel 2/3-Approximation Algorithm for Vertex-Weighted Matching.

[BibT_eX]

[DOI]

Ahmed Al-Herz

Proceedings of the SIAM Workshop on Combinatorial Scientific Computing, 2020

2019

A 2/3-Approximation Algorithm for Vertex Weighted Matching in Bipartite Graphs.

[BibT_eX]

[DOI]

Ahmed Al-Herz

SIAM J. Sci. Comput., 2019

Approximation algorithms in combinatorial scientific computing.

[BibT_eX]

[DOI]

Acta Numer., 2019

Mapping Arbitrarily Sparse Two-Body Interactions on One-Dimensional Quantum Circuits.

[BibT_eX]

[DOI]

Tobias Hagge

Karol Kowalski

Sriram Krishnamoorthy

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

Parallel algorithms through approximation: graphs, data privacy and machine learning.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM International Conference on Computing Frontiers, 2019

Close-Range Rendezvous with a Moving Target Spacecraft using Udwadia- Kalaba Equation.

[BibT_eX]

[DOI]

Steve Ulrich

Proceedings of the 2019 American Control Conference, 2019

2018

Using automatic differentiation for compressive sensing in uncertainty quantification.

[BibT_eX]

[DOI]

Mu Wang

Guang Lin

Optim. Methods Softw., 2018

AMPS: A Real-time Mesh Cutting Algorithm for Surgical Simulations.

[BibT_eX]

[DOI]

Jessica Crouch

CoRR, 2018

New Approximation Algorithms for Minimum Weighted Edge Cover.

[BibT_eX]

[DOI]

Arif Khan

Proceedings of the Eighth SIAM Workshop on Combinatorial Scientific Computing, 2018

Adaptive anonymization of data using b-edge cover.

[BibT_eX]

[DOI]

Arif Khan

Krzysztof Choromanski

Antonino Tumeo

Proceedings of the International Conference for High Performance Computing, 2018

Parallel Algorithms Through Approximation: B-Edge Cover.

[BibT_eX]

[DOI]

Vaithianathan Venkatasubramanian

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Phenotyping Immune Cells in Tumor and Healthy Tissue Using Flow Cytometry Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Fast Parallel Stochastic Subspace Algorithms for Large-Scale Ambient Oscillation Monitoring.

[BibT_eX]

[DOI]

Tianying Wu

IEEE Trans. Smart Grid, 2017

Computing Maximum Cardinality Matchings in Parallel on Bipartite Graphs via Tree-Grafting.

[BibT_eX]

[DOI]

Aydin Buluç

IEEE Trans. Parallel Distributed Syst., 2017

AMPS: An Augmented Matrix Formulation for Principal Submatrix Updates with Application to Power Grids.

[BibT_eX]

[DOI]

Zhenyu Huang

SIAM J. Sci. Comput., 2017

Introduction to HiCOMB Workshop.

[BibT_eX]

[DOI]

Ananth Grama

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

2016

Interactively Cutting and Constraining Vertices in Meshes Using Augmented Matrices.

[BibT_eX]

[DOI]

Jessica Crouch

ACM Trans. Graph., 2016

Efficient Approximation Algorithms for Weighted b-Matching.

[BibT_eX]

[DOI]

Nadathur Rajagopalan Satish

Narayanan Sundaram

Pradeep Dubey

SIAM J. Sci. Comput., 2016

Capitalizing on live variables: new algorithms for efficient Hessian computation via automatic differentiation.

[BibT_eX]

[DOI]

Mu Wang

Math. Program. Comput., 2016

flowVS: channel-specific variance stabilization in flow cytometry.

[BibT_eX]

[DOI]

Bartek Rajwa

BMC Bioinform., 2016

Edge Pushing is Equivalent to Vertex Elimination for Computing Hessians.

[BibT_eX]

[DOI]

Mu Wang

Paul D. Hovland

Proceedings of the 2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, 2016

A New 3/2-Approximation Algorithm for the b-Edge Cover Problem.

[BibT_eX]

[DOI]

Proceedings of the 2016 Proceedings of the Seventh SIAM Workshop on Combinatorial Scientific Computing, 2016

Designing scalable b-Matching algorithms on distributed memory multiprocessors by approximation.

[BibT_eX]

[DOI]

Nadathur Rajagopalan Satish

Narayanan Sundaram

Pradeep Dubey

Proceedings of the International Conference for High Performance Computing, 2016

2015

Codesign Lessons Learned from Implementing Graph Matching on Multithreaded Architectures.

[BibT_eX]

[DOI]

Computer, 2015

How to match in parallel: approximation algorithms and multicore machines.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

PCO Keynote.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

A Parallel Tree Grafting Algorithm for Maximum Cardinality Matching in Bipartite Graphs.

[BibT_eX]

[DOI]

Aydin Buluç

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

2014

Immunophenotypes of Acute Myeloid Leukemia From Flow Cytometry Data Using Templates.

[BibT_eX]

[DOI]

Bartek Rajwa

CoRR, 2014

2013

ColPack: Software for graph coloring and related problems in scientific computing.

[BibT_eX]

[DOI]

Duc C. Nguyen

ACM Trans. Math. Softw., 2013

Classifying Immunophenotypes With Templates From Flow Cytometry.

[BibT_eX]

[DOI]

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

Graph coloring algorithms for multi-core and massively multithreaded architectures.

[BibT_eX]

[DOI]

Ümit V. Çatalyürek

John Feo

Parallel Comput., 2012

Approximate weighted matching on emerging manycore and multithreaded architectures.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2012

Graph Coloring Algorithms for Muti-core and Massively Multithreaded Architectures

[BibT_eX]

[DOI]

Ümit V. Çatalyürek

John Feo

CoRR, 2012

Matching phosphorylation response patterns of antigen-receptor-stimulated T cells via flow cytometry.

[BibT_eX]

[DOI]

Saumyadipta Pyne

BMC Bioinform., 2012

A multithreaded algorithm for network alignment via approximate matching.

[BibT_eX]

[DOI]

David F. Gleich

Proceedings of the SC Conference on High Performance Computing Networking, 2012

Multithreaded Algorithms for Matching in Graphs with Application to Data Analysis in Flow Cytometry.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Multithreaded Algorithms for Maxmum Matching in Bipartite Graphs.

[BibT_eX]

[DOI]

Sivasankaran Rajamanickam

Erik G. Boman

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011

Computing maximum matching in parallel on bipartite graphs: worth the effort?

[BibT_eX]

[DOI]

Proceedings of the first workshop on Irregular applications: architectures and algorithm, 2011

Distributed-Memory Parallel Algorithms for Matching and Coloring.

[BibT_eX]

[DOI]

Ümit V. Çatalyürek

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

New Multithreaded Ordering and Coloring Algorithms for Multicore Architectures.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010

Identifying Rare Cell Populations in Comparative Flow Cytometry.

[BibT_eX]

[DOI]

Proceedings of the Algorithms in Bioinformatics, 10th International Workshop, 2010

Discovering overlapping modules and bridge proteins in proteomic networks.

[BibT_eX]

[DOI]

Emad Y. Ramadan

Christopher Osgood

Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009

Efficient Computation of Sparse Hessians Using Coloring and Automatic Differentiation.

[BibT_eX]

[DOI]

Arijit Tarafdar

Andrea Walther

INFORMS J. Comput., 2009

Evaluation of Hierarchical Mesh Reorderings.

[BibT_eX]

[DOI]

Michelle Mills Strout

Proceedings of the Computational Science, 2009

2007

New Acyclic and Star Coloring Algorithms with Application to Computing Hessians.

[BibT_eX]

[DOI]

Arijit Tarafdar

SIAM J. Sci. Comput., 2007

2006

Combinatorial Scientific Computing: The Enabling Power of Discrete Algorithms in Computational Science.

[BibT_eX]

[DOI]

Bruce Hendrickson

Proceedings of the High Performance Computing for Computational Science, 2006

2005

What Color Is Your Jacobian? Graph Coloring for Computing Derivatives.

[BibT_eX]

[DOI]

SIAM Rev., 2005

The Architecture of a Proteomic Network in the Yeast.

[BibT_eX]

[DOI]

Emad Y. Ramadan

Christopher Osgood

Proceedings of the Computational Life Sciences, First International Symposium, 2005

2004

Elimination Structures in Scientific Computing.

[BibT_eX]

[DOI]

Sivan Toledo

Proceedings of the Handbook of Data Structures and Applications., 2004

Computational protein biomarker prediction: a case study for prostate cancer.

[BibT_eX]

[DOI]

BMC Bioinform., 2004

Oblio: Design and Performance.

[BibT_eX]

[DOI]

Proceedings of the Applied Parallel Computing, 2004

A Hypergraph Model for the Yeast Protein Complex Network.

[BibT_eX]

[DOI]

Emad Y. Ramadan

Arijit Tarafdar

Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

2002

Parallel Distance-k Coloring Algorithms for Numerical Optimization.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2002, 2002

2001

A Scalable Parallel Algorithm for Incomplete Factor Preconditioning.

[BibT_eX]

[DOI]

David Hysom

SIAM J. Sci. Comput., 2001

The design of I/O-efficient sparse direct solvers.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

1999

Efficient Parallel Computation of ILU(k) Preconditioners.

[BibT_eX]

[DOI]

David Hysom

Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Parallel Computation of ILU(k) Preconditioners Without Serial Bottlenecks.

[BibT_eX]

David Hysom

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Object-Oriented Parallel Factorization for Sparse Symmetric Systems.

[BibT_eX]

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

1998

An Object-Oriented Collection of Minimum Degree Algorithms.

[BibT_eX]

[DOI]

Gary Kumfert

Proceedings of the Computing in Object-Oriented Parallel Environments, 1998

Object-Oriented Design for Sparse Direct Solvers.

[BibT_eX]

[DOI]

Gary Kumfert

Proceedings of the Computing in Object-Oriented Parallel Environments, 1998

1997

An Analysis of Spectral Envelope Reduction via Quadratic Assignment Problems.

[BibT_eX]

[DOI]

Alan George

SIAM J. Matrix Anal. Appl., July, 1997

1996

A robust and flexible microeconomic scheduler for parallel computers.

[BibT_eX]

[DOI]

Ion Stoica

Proceedings of the 3rd International Conference on High Performance Computing, 1996

1995

The Sparse Basis Problem and Multilinear Algebra.

[BibT_eX]

[DOI]

Richard A. Brualdi

Shmuel Friedland

SIAM J. Matrix Anal. Appl., 1995

A spectral algorithm for envelope reduction of sparse matrices.

[BibT_eX]

[DOI]

Stephen T. Barnard

Horst D. Simon

Numer. Linear Algebra Appl., 1995

A Microeconomic Scheduler for Parallel Computers.

[BibT_eX]

[DOI]

Ion Stoica

Hussein M. Abdel-Wahab

Proceedings of the Job Scheduling Strategies for Parallel Processing, 1995

1994

Stability of the Partitioned Inverse Method for Parallel Solution of Sparse Triangular Systems.

[BibT_eX]

[DOI]

Nicholas J. Higham

SIAM J. Sci. Comput., 1994

1993

A Mapping Algorithm for Parallel Sparse Cholesky Factorization.

[BibT_eX]

[DOI]

Chunguang Sun

SIAM J. Sci. Comput., 1993

1992

A Fast Reordering Algorithm for Parallel Sparse Triangular Solution.

[BibT_eX]

[DOI]

Fernando L. Alvarado

SIAM J. Sci. Comput., 1992

Towards a Fast Implementation of Spectral Nested Dissection.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Supercomputing '92, 1992

1991

Distributed Multifrontal Factorization Using Clique Trees.

[BibT_eX]

Chunguang Sun

Proceedings of the Fifth SIAM Conference on Parallel Processing for Scientific Computing, 1991

1990

Computing the block triangular form of a sparse matrix.

[BibT_eX]

[DOI]

Chin-Ju Fan

ACM Trans. Math. Softw., 1990

1989

Spectral Algorithms for Ordering Sparse Matrices in Parallel.

[BibT_eX]

Horst D. Simon

Proceedings of the Fourth SIAM Conference on Parallel Processing for Scientific Computing, 1989

1988

Distributed orthogonal factorization.

[BibT_eX]

[DOI]