Dmitriy Morozov

According to our database, Dmitriy Morozov authored at least 53 papers between 2005 and 2024.

Collaborative distances:

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

2024

Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning.

Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney

CoRR, 2024

2023

Robustifying State-space Models for Long Sequences via Approximate Diagonalization.

Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson

CoRR, 2023

Fast Merge Tree Computation via SYCL.

Arnur Nigmetov, Dmitriy Morozov

CoRR, 2023

Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior.

Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael W. Mahoney, Amir Gholami

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

LowFive: In Situ Data Transport for High-Performance Workflows.

Tom Peterka, Dmitriy Morozov, Arnur Nigmetov, Orcun Yildiz, Bogdan Nicolae, Philip E. Davis

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Topological Optimization with Big Steps.

Arnur Nigmetov, Dmitriy Morozov

CoRR, 2022

Towards Low-Overhead Resilience for Data Parallel Deep Learning.

Bogdan Nicolae, Tanner Hobson, Orcun Yildiz, Tom Peterka, Dmitriy Morozov

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System.

Louis Kang, Boyan Xu, Dmitriy Morozov

Frontiers Comput. Neurosci., 2021

Output-sensitive Computation of Generalized Persistence Diagrams for 2-filtrations.

Dmitriy Morozov, Amit K. Patel

CoRR, 2021

Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows.

Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka

Proceedings of the 2021 IEEE Workshop on Workflows in Support of Large-Scale Science (WORKS), 2021

IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms.

Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen

Proceedings of the 11th IEEE Symposium on Large Data Analysis and Visualization, 2021

2020

Topological Regularization via Persistence-Sensitive Optimization.

Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov

CoRR, 2020

PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction.

Nicolas Swenson, Aditi S. Krishnapriyan, Aydin Buluç, Dmitriy Morozov, Katherine A. Yelick

CoRR, 2020

Persistent homology advances interpretable machine learning for nanoporous materials.

Aditi S. Krishnapriyan, Joseph Montoya, Jens S. Hummelshøj, Dmitriy Morozov

CoRR, 2020

Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials.

Aditi S. Krishnapriyan, Maciej Haranczyk, Dmitriy Morozov

CoRR, 2020

Towards Lockfree Persistent Homology.

Dmitriy Morozov, Arnur Nigmetov

Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

2019

Local-global merge tree computation with local exchanges.

Arnur Nigmetov, Dmitriy Morozov

Proceedings of the International Conference for High Performance Computing, 2019

Distributed Global Digital Volume Correlation by Optimal Transport.

John Michael L. MacNeil, Dmitriy Morozov, Francesco Panerai, Dilworth Parkinson, Harold S. Barnard, Daniela Ushizima

Proceedings of the 1st IEEE/ACM Annual Workshop on Large-scale Experiment-in-the-Loop Computing, 2019

2018

Robust spatial memory maps encoded by networks with transient connections.

Andrey Babichev, Dmitriy Morozov, Yuri Dabaghian

PLoS Comput. Biol., 2018

Measuring the Error in Approximating the Sub-Level Set Topology of Sampled Scalar Data.

Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann

Int. J. Comput. Geom. Appl., 2018

High-power microfocus X-ray installation.

Andrey Trubitsyn, Evgeniy Grachev, Dmitriy Morozov, Andrey E. Serebryakov, Evgeniy Kozlov, Viktor Bochkov, Petr Panov, Boris Polonskiy

Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018

Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.

Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Geometry Helps to Compare Persistence Diagrams.

Michael Kerber, Dmitriy Morozov, Arnur Nigmetov

ACM J. Exp. Algorithmics, 2017

Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning.

Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick

CoRR, 2017

Programmable In Situ System for Iterative Workflows.

Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Müller

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2017

2016

Efficient delaunay tessellation through K-D tree decomposition.

Dmitriy Morozov, Tom Peterka

Proceedings of the International Conference for High Performance Computing, 2016

Performance analysis, design considerations, and applications of extreme-scale <i>in situ</i> infrastructures.

Utkarsh Ayachit, Andrew C. Bauer, Earl P. N. Duque, Greg Eisenhauer, Nicola J. Ferrier, Junmin Gu, Kenneth E. Jansen, Burlen Loring, Zarija Lukic, Suresh Menon, Dmitriy Morozov, Patrick O'Leary, Reetesh Ranjan, Michel E. Rasquin, Christopher P. Stone, Venkatram Vishwanath, Gunther H. Weber, Brad Whitlock, Matthew Wolf, K. John Wu, E. Wes Bethel

Proceedings of the International Conference for High Performance Computing, 2016

Block-parallel data analysis with DIY2.

Dmitriy Morozov, Tom Peterka

Proceedings of the 6th IEEE Symposium on Large Data Analysis and Visualization, 2016

Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication.

Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Master of Puppets: Cooperative Multitasking for In Situ Processing.

Dmitriy Morozov, Zarija Lukic

Proceedings of the 25th ACM International Symposium on High-Performance Parallel and Distributed Computing, 2016

2015

Parallel Computation of Persistent Homology using the Blowup Complex.

Ryan Lewis, Dmitriy Morozov

Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

2014

High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation.

Tom Peterka, Dmitriy Morozov, Carolyn L. Phillips

Proceedings of the International Conference for High Performance Computing, 2014

Distributed Contour Trees.

Dmitriy Morozov, Gunther H. Weber

Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014

Measuring the Distance Between Merge Trees.

Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann

Proceedings of the Topological Methods in Data Analysis and Visualization III, 2014

2013

Witnessed k-Distance.

Leonidas J. Guibas, Dmitriy Morozov, Quentin Mérigot

Discret. Comput. Geom., 2013

Distributed merge trees.

Dmitriy Morozov, Gunther H. Weber

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

2012

Augmented Topological Descriptors of Pore Networks for Material Science.

Daniela Mayumi Ushizima, Dmitriy Morozov, Gunther H. Weber, Andrea Gomes Campos Bianchi, James A. Sethian, E. Wes Bethel

IEEE Trans. Vis. Comput. Graph., 2012

Metric Graph Reconstruction from noisy Data.

Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov

Int. J. Comput. Geom. Appl., 2012

Geometry-preserving topological landscapes.

Kenes Beketayev, Gunther H. Weber, Dmitriy Morozov, Aidos Abzhanov, Bernd Hamann

Proceedings of the Workshop at SIGGRAPH Asia, 2012

2011

Computing elevation maxima by searching the gauss sphere.

Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov

ACM J. Exp. Algorithmics, 2011

Quantifying Transversality by Measuring the Robustness of Intersections.

Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel

Found. Comput. Math., 2011

Persistent Cohomology and Circular Coordinates.

Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson

Discret. Comput. Geom., 2011

Dualities in persistent (co)homology

Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson

CoRR, 2011

Homology and Robustness of Level and Interlevel Sets

Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel

CoRR, 2011

Zigzag persistent homology in matrix multiplication time.

Nikola Milosavljevic, Dmitriy Morozov, Primoz Skraba

Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

The Stability of the Apparent Contour of an Orientable 2-Manifold.

Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel

Proceedings of the Topological Methods in Data Analysis and Visualization, 2011

2010

The Robustness of Level Sets.

Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel

Proceedings of the Algorithms, 2010

2009

Persistent homology for kernels, images, and cokernels.

David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov

Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

Zigzag persistent homology and real-valued functions.

Gunnar E. Carlsson, Vin de Silva, Dmitriy Morozov

Proceedings of the 25th ACM Symposium on Computational Geometry, 2009

2007

Inferring Local Homology from Sampled Stratified Spaces.

Paul Bendich, David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov

Proceedings of the 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2007), 2007

2006

Persistence-sensitive simplification functions on 2-manifolds.

Herbert Edelsbrunner, Dmitriy Morozov, Valerio Pascucci

Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

Vines and vineyards by updating persistence in linear time.

David Cohen-Steiner, Herbert Edelsbrunner, Dmitriy Morozov

Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

2005

Generic matrix multiplication and memory management in linBox.

Erich L. Kaltofen, Dmitriy Morozov, George Yuhasz

Proceedings of the Symbolic and Algebraic Computation, 2005