Dmitriy Morozov

85 papers A* 9A 10B 7C 1Journal 42Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Fast Algorithm for Computing Zigzag Representatives.
Algorithmica
Tamal K. Dey, Tao Hou, Dmitriy Morozov
2026 A conf
Distributed Computation of Persistent Cohomology.
ALENEX
Arnur Nigmetov, Dmitriy Morozov
2026 J jnl
On Neural Scaling Laws for Weather Emulation through Continual Training.
CoRR
Shashank Subramanian, Alexander Kiefer, Arnur Nigmetov, Amir Gholami, Dmitriy Morozov, Michael W. Mahoney
2025 A* conf
A Fast Algorithm for Computing Zigzag Representatives.
SODA
Tamal K. Dey, Tao Hou, Dmitriy Morozov
2025 A* conf
Apex Representatives.
SoCG
Tamal K. Dey, Tao Hou, Dmitriy Morozov
2025 J jnl
Apex Representatives.
CoRR
Tamal K. Dey, Tao Hou, Dmitriy Morozov
2025 A* conf
Computing Betti Tables and Minimal Presentations of Zero-Dimensional Persistent Homology.
SoCG
Dmitriy Morozov, Luis Scoccola
2025 J jnl
Distributed-Memory Parallel Algorithms for Fixed-Radius Near Neighbor Graph Construction.
CoRR
Gabriel Raulet, Dmitriy Morozov, Aydin Buluç, Katherine A. Yelick
2025 A* conf
Persistent (Co)Homology in Matrix Multiplication Time.
SoCG
Dmitriy Morozov, Primoz Skraba
2025 J jnl
SciML Agents: Write the Solver, Not the Solution.
CoRR
Saarth Gaonkar, Xiang Zheng, Haocheng Xi, Rishabh Tiwari, Kurt Keutzer, Dmitriy Morozov, Michael W. Mahoney, Amir Gholami
2025 J jnl
Topological potentials guiding protein self-assembly.
CoRR
Ivan Spirandelli, Arnur Nigmetov, Dmitriy Morozov, Myfanwy E. Evans
2024 J jnl
A Fast Algorithm for Computing Zigzag Representatives.
CoRR
Tamal K. Dey, Tao Hou, Dmitriy Morozov
2024 J jnl
Computing Betti tables and minimal presentations of zero-dimensional persistent homology.
CoRR
Dmitriy Morozov, Luis Scoccola
2024 A* conf
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning.
NeurIPS
Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney
2024 J jnl
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning.
CoRR
Wuyang Chen, Jialin Song, Pu Ren, Shashank Subramanian, Dmitriy Morozov, Michael W. Mahoney
2024 J jnl
Distributed Computation of Persistent Cohomology.
CoRR
Arnur Nigmetov, Dmitriy Morozov
2024 J jnl
Evaluating Loss Landscapes from a Topology Perspective.
CoRR
Tiankai Xie, Caleb Geniesse, Jiaqing Chen, Yaoqing Yang, Dmitriy Morozov, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
2024 J jnl
Learning Physics for Unveiling Hidden Earthquake Ground Motions via Conditional Generative Modeling.
CoRR
Pu Ren, Rie Nakata, Maxime Lacour, Ilan Naiman, Nori Nakata, Jialin Song, Zhengfa Bi, Osman Asif Malik, Dmitriy Morozov, Omri Azencot, N. Benjamin Erichson, Michael W. Mahoney
2024 J jnl
Persistent (Co)Homology in Matrix Multiplication Time.
CoRR
Dmitriy Morozov, Primoz Skraba
2024 A* conf
Robustifying State-space Models for Long Sequences via Approximate Diagonalization.
ICLR
Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson
2024 J jnl
Topological Optimization with Big Steps.
Discret. Comput. Geom.
Arnur Nigmetov, Dmitriy Morozov
2024 J jnl
Topological regularization via persistence-sensitive optimization.
Comput. Geom.
Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov
2024 B conf
Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models.
ICPP
Jie Ye, Jaime Cernuda, Neeraj Rajesh, Keith Bateman, Orcun Yildiz, Tom Peterka, Arnur Nigmetov, Dmitriy Morozov, Xian-He Sun, Anthony Kougkas, Bogdan Nicolae
2024 J jnl
Visualizing Loss Functions as Topological Landscape Profiles.
CoRR
Caleb Geniesse, Jiaqing Chen, Tiankai Xie, Ge Shi, Yaoqing Yang, Dmitriy Morozov, Talita Perciano, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
2024 J jnl
Wilkins: HPC In Situ Workflows Made Easy.
CoRR
Orcun Yildiz, Dmitriy Morozov, Arnur Nigmetov, Bogdan Nicolae, Tom Peterka
2023 J jnl
Fast Merge Tree Computation via SYCL.
CoRR
Arnur Nigmetov, Dmitriy Morozov
2023 A conf
LowFive: In Situ Data Transport for High-Performance Workflows.
IPDPS
Tom Peterka, Dmitriy Morozov, Arnur Nigmetov, Orcun Yildiz, Bogdan Nicolae, Philip E. Davis
2023 J jnl
Robustifying State-space Models for Long Sequences via Approximate Diagonalization.
CoRR
Annan Yu, Arnur Nigmetov, Dmitriy Morozov, Michael W. Mahoney, N. Benjamin Erichson
2023 A* conf
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior.
NeurIPS
Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael W. Mahoney, Amir Gholami
2023 J jnl
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior.
CoRR
Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael W. Mahoney, Amir Gholami
2022 J jnl
Topological Optimization with Big Steps.
CoRR
Arnur Nigmetov, Dmitriy Morozov
2022 B conf
Towards Low-Overhead Resilience for Data Parallel Deep Learning.
CCGRID
Bogdan Nicolae, Tanner Hobson, Orcun Yildiz, Tom Peterka, Dmitriy Morozov
2021 — conf
Dynamic Heterogeneous Task Specification and Execution for In Situ Workflows.
WORKS
Orcun Yildiz, Dmitriy Morozov, Bogdan Nicolae, Tom Peterka
2021 J jnl
Evaluating State Space Discovery by Persistent Cohomology in the Spatial Representation System.
Frontiers Comput. Neurosci.
Louis Kang, Boyan Xu, Dmitriy Morozov
2021 — conf
IExchange: Asynchronous Communication and Termination Detection for Iterative Algorithms.
LDAV
Dmitriy Morozov, Tom Peterka, Hanqi Guo, Mukund Raj, Jiayi Xu, Han-Wei Shen
2021 J jnl
Output-sensitive Computation of Generalized Persistence Diagrams for 2-filtrations.
CoRR
Dmitriy Morozov, Amit K. Patel
2020 J jnl
PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction.
CoRR
Nicolas Swenson, Aditi S. Krishnapriyan, Aydin Buluç, Dmitriy Morozov, Katherine A. Yelick
2020 J jnl
Persistent homology advances interpretable machine learning for nanoporous materials.
CoRR
Aditi S. Krishnapriyan, Joseph H. Montoya, Jens S. Hummelshøj, Dmitriy Morozov
2020 J jnl
Robust Topological Descriptors for Machine Learning Prediction of Guest Adsorption in Nanoporous Materials.
CoRR
Aditi S. Krishnapriyan, Maciej Haranczyk, Dmitriy Morozov
2020 J jnl
Topological Regularization via Persistence-Sensitive Optimization.
CoRR
Arnur Nigmetov, Aditi S. Krishnapriyan, Nicole Sanderson, Dmitriy Morozov
2020 B conf
Towards Lockfree Persistent Homology.
SPAA
Dmitriy Morozov, Arnur Nigmetov
2019 — conf
Distributed Global Digital Volume Correlation by Optimal Transport.
XLOOP@SC
John Michael L. MacNeil, Dmitriy Morozov, Francesco Panerai, Dilworth Parkinson, Harold S. Barnard, Daniela Ushizima
2019 A conf
Local-global merge tree computation with local exchanges.
SC
Arnur Nigmetov, Dmitriy Morozov
2018 A conf
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation.
AISTATS
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh
2018 — conf
High-power microfocus X-ray installation.
MECO
Andrey A. Trubitsyn, Evgeniy Grachev, Dmitriy Morozov, Andrey E. Serebryakov, Evgeniy Kozlov, Viktor Bochkov, Petr Panov, Boris Polonskiy
2018 J jnl
Measuring the Error in Approximating the Sub-Level Set Topology of Sampled Scalar Data.
Int. J. Comput. Geom. Appl.
Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann
2018 J jnl
Robust spatial memory maps encoded by networks with transient connections.
PLoS Comput. Biol.
Andrey Babichev, Dmitriy Morozov, Yuri Dabaghian
2017 J jnl
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning.
CoRR
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
2017 J jnl
Geometry Helps to Compare Persistence Diagrams.
ACM J. Exp. Algorithmics
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
2017 C conf
Programmable In Situ System for Iterative Workflows.
JSSPP
Erich Lohrmann, Zarija Lukic, Dmitriy Morozov, Juliane Müller
2016 — conf
Block-parallel data analysis with DIY2.
LDAV
Dmitriy Morozov, Tom Peterka
2016 A conf
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication.
IPDPS
Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
2016 A conf
Efficient delaunay tessellation through K-D tree decomposition.
SC
Dmitriy Morozov, Tom Peterka
2016 A conf
Geometry Helps to Compare Persistence Diagrams.
ALENEX
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
2016 J jnl
Geometry Helps to Compare Persistence Diagrams.
CoRR
Michael Kerber, Dmitriy Morozov, Arnur Nigmetov
2016 A conf
Master of Puppets: Cooperative Multitasking for In Situ Processing.
HPDC
Dmitriy Morozov, Zarija Lukic
2016 A conf
Performance analysis, design considerations, and applications of extreme-scale
SC
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
2015 B conf
Parallel Computation of Persistent Homology using the Blowup Complex.
SPAA
Ryan Lewis, Dmitriy Morozov
2014 — ch.
Distributed Contour Trees.
Topological Methods in Data Analysis and Visualization
Dmitriy Morozov, Gunther H. Weber
2014 A conf
High-Performance Computation of Distributed-Memory Parallel 3D Voronoi and Delaunay Tessellation.
SC
Tom Peterka, Dmitriy Morozov, Carolyn L. Phillips
2014 — ch.
Measuring the Distance Between Merge Trees.
Topological Methods in Data Analysis and Visualization
Kenes Beketayev, Damir Yeliussizov, Dmitriy Morozov, Gunther H. Weber, Bernd Hamann
2013 B conf
Distributed merge trees.
PPoPP
Dmitriy Morozov, Gunther H. Weber
2013 J jnl
Witnessed k-Distance.
Discret. Comput. Geom.
Leonidas J. Guibas, Dmitriy Morozov, Quentin Mérigot
2012 J jnl
Augmented Topological Descriptors of Pore Networks for Material Science.
IEEE Trans. Vis. Comput. Graph.
Daniela Mayumi Ushizima, Dmitriy Morozov, Gunther H. Weber, Andrea Gomes Campos Bianchi, James A. Sethian, E. Wes Bethel
2012 — conf
Geometry-preserving topological landscapes.
WASA
Kenes Beketayev, Gunther H. Weber, Dmitriy Morozov, Aidos Abzhanov, Bernd Hamann
2012 J jnl
Metric Graph Reconstruction from noisy Data.
Int. J. Comput. Geom. Appl.
Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov
2011 J jnl
Computing elevation maxima by searching the gauss sphere.
ACM J. Exp. Algorithmics
Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov
2011 J jnl
Dualities in persistent (co)homology
CoRR
Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson
2011 J jnl
Homology and Robustness of Level and Interlevel Sets
CoRR
Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
2011 — conf
Metric graph reconstruction from noisy data.
SCG
Mridul Aanjaneya, Frédéric Chazal, Daniel Chen, Marc Glisse, Leonidas J. Guibas, Dmitriy Morozov
2011 J jnl
Persistent Cohomology and Circular Coordinates.
Discret. Comput. Geom.
Vin de Silva, Dmitriy Morozov, Mikael Vejdemo-Johansson
2011 J jnl
Quantifying Transversality by Measuring the Robustness of Intersections.
Found. Comput. Math.
Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
2011 — ch.
The Stability of the Apparent Contour of an Orientable 2-Manifold.
Topological Methods in Data Analysis and Visualization
Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
2011 J jnl
Witnessed k-Distance
CoRR
Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov
2011 — conf
Witnessed k-distance.
SCG
Leonidas J. Guibas, Quentin Mérigot, Dmitriy Morozov
2011 — conf
Zigzag persistent homology in matrix multiplication time.
SCG
Nikola Milosavljevic, Dmitriy Morozov, Primoz Skraba
2010 — conf
The Robustness of Level Sets.
ESA (1)
Paul Bendich, Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
2009 B conf
Computing Elevation Maxima by Searching the Gauss Sphere.
SEA
Bei Wang, Herbert Edelsbrunner, Dmitriy Morozov
2009 A* conf
Persistent homology for kernels, images, and cokernels.
SODA
David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov
2009 J jnl
Quantifying Transversality by Measuring the Robustness of Intersections
CoRR
Herbert Edelsbrunner, Dmitriy Morozov, Amit K. Patel
2009 — conf
Zigzag persistent homology and real-valued functions.
SCG
Gunnar E. Carlsson, Vin de Silva, Dmitriy Morozov
2007 A* conf
Inferring Local Homology from Sampled Stratified Spaces.
FOCS
Paul Bendich, David Cohen-Steiner, Herbert Edelsbrunner, John Harer, Dmitriy Morozov
2006 — conf
Persistence-sensitive simplification functions on 2-manifolds.
SCG
Herbert Edelsbrunner, Dmitriy Morozov, Valerio Pascucci
2006 — conf
Vines and vineyards by updating persistence in linear time.
SCG
David Cohen-Steiner, Herbert Edelsbrunner, Dmitriy Morozov
2005 B conf
Generic matrix multiplication and memory management in linBox.
ISSAC
Erich L. Kaltofen, Dmitriy Morozov, George Yuhasz