Ilya Safro - RankMe

152 papers A* 2A 1B 4C 2Misc 10Journal 106Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	UniHetCO: A Unified Heterogeneous Representation for Multi-Problem Learning in Unsupervised Neural Combinatorial Optimization. CoRR Kien X. Nguyen, Ilya Safro
2025	J	`jnl`	AI-based mining of biomedical literature: Applications for drug repurposing for the treatment of dementia. Artif. Intell. Medicine Aliaksandra Sikirzhytskaya, Ilya Tyagin, S. Scott Sutton, Michael D. Wyatt, Ilya Safro, Michael Shtutman
2025	—	`conf`	Biomedical Hypothesis Explainability with Graph-Based Context Retrieval. MLHC Ilya Tyagin, Saeideh Valipour, Aliaksandra Sikirzhytskaya, Michael Shtutman, Ilya Safro
2025	J	`jnl`	Biomedical Hypothesis Explainability with Graph-Based Context Retrieval. CoRR Ilya Tyagin, Saeideh Valipour, Aliaksandra Sikirzhytskaya, Michael Shtutman, Ilya Safro
2025	J	`jnl`	Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach. CoRR Kien X. Nguyen, Bao Bach, Ilya Safro
2025	—	`conf`	ELRUHNA: Elimination Rule-Based Hypergraph Alignment. ASONAM (1) Cameron Ibrahim, S. M. Ferdous, Ilya Safro, Marco Minutoli, Mahantesh Halappanavar
2025	J	`jnl`	ELRUHNA: Elimination Rule-basedHypergraph Alignment. CoRR Cameron Ibrahim, S. M. Ferdous, Ilya Safro, Marco Minutoli, Mahantesh Halappanavar
2025	J	`jnl`	Efficient Compilation for Shuttling Trapped-Ion Machines via the Position Graph Architectural Abstraction. CoRR Bao Bach, Ilya Safro, Ed Younis
2025	J	`jnl`	Neural Architecture Search Algorithms for Quantum Autoencoders. CoRR Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Ilya Safro
2025	—	`conf`	QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks. HPEC Hanjing Xu, Xiaoyuan Liu, Alex Pothen, Ilya Safro
2025	J	`jnl`	QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks. CoRR Hanjing Xu, Xiaoyuan Liu, Alex Pothen, Ilya Safro
2025	J	`jnl`	QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits. CoRR Ilya Tyagin, Marwa H. Farag, Kyle Sherbert, Karunya Shirali, Yuri Alexeev, Ilya Safro
2025	J	`jnl`	QMoE: A Quantum Mixture of Experts Framework for Scalable Quantum Neural Networks. CoRR Hoang-Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Samee U. Khan, Ilya Safro, Khoa Luu
2024	—	`conf`	A Multilevel Approach for Solving Large-Scale QUBO Problems with Noisy Hybrid Quantum Approximate Optimization. HPEC Filip B. Maciejewski, Bao G. Bach, Maxime Dupont, Paul Aaron Lott, Bhuvanesh Sundar, David E. Bernal Neira, Ilya Safro, Davide Venturelli
2024	J	`jnl`	Dyport: dynamic importance-based biomedical hypothesis generation benchmarking technique. BMC Bioinform. Ilya Tyagin, Ilya Safro
2024	J	`jnl`	Graph representation learning for parameter transferability in quantum approximate optimization algorithm. Quantum Mach. Intell. Jose Falla, Quinn Langfitt, Yuri Alexeev, Ilya Safro
2024	Misc	`conf`	MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA. QCE Bao Bach, Jose Falla, Ilya Safro
2024	J	`jnl`	MLQAOA: Graph Learning Accelerated Hybrid Quantum-Classical Multilevel QAOA. CoRR Bao Bach, Jose Falla, Ilya Safro
2024	Misc	`conf`	QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits. QCE Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Bao Bach, Ilya Safro
2024	J	`jnl`	QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits. CoRR Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Bao Bach, Ilya Safro
2024	Misc	`conf`	Scaling Up the Quantum Divide and Conquer Algorithm for Combinatorial Optimization. QCE Cameron Ibrahim, Teague Tomesh, Zain H. Saleem, Ilya Safro
2023	—	`conf`	Decomposition Based Refinement for the Network Interdiction Problem. HPEC Krish Matta, Xiaoyuan Liu, Ilya Safro
2023	J	`jnl`	Decomposition Based Refinement for the Network Interdiction Problem. CoRR Krish Matta, Xiaoyuan Liu, Ilya Safro
2023	J	`jnl`	Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique. CoRR Ilya Tyagin, Ilya Safro
2023	—	`conf`	Hybrid Quantum-Classical Multilevel Approach for Maximum Cuts on Graphs. HPEC Anthony Angone, Xiaoyuan Liu, Ruslan Shaydulin, Ilya Safro
2023	J	`jnl`	Learning To Optimize Quantum Neural Network Without Gradients. CoRR Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Ilya Safro
2023	Misc	`conf`	Learning to Optimize Quantum Neural Networks Without Gradients. QCE Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Ilya Safro
2023	J	`jnl`	Literature-based Discovery for Landscape Planning. CoRR David Marasco, Ilya Tyagin, Justin Sybrandt, James H. Spencer, Ilya Safro
2023	J	`jnl`	Open Problems in (Hyper)Graph Decomposition. CoRR Deepak Ajwani, Rob H. Bisseling, Katrin Casel, Ümit V. Çatalyürek, Cédric Chevalier, Florian Chudigiewitsch, Marcelo Fonseca Faraj, Michael R. Fellows, Lars Gottesbüren, Tobias Heuer, George Karypis, Kamer Kaya, Jakub Lacki, Johannes Langguth, Xiaoye Sherry Li, Ruben Mayer, Johannes Meintrup, Yosuke Mizutani, François Pellegrini, Fabrizio Petrini, Frances A. Rosamond, Ilya Safro, Sebastian Schlag, Christian Schulz, Roohani Sharma, Darren Strash, Blair D. Sullivan, Bora Uçar, Albert-Jan Yzelman
2023	Misc	`conf`	Parameter Transferability in QAOA Under Noisy Conditions. QCE Quinn Langfitt, Jose Falla, Ilya Safro, Yuri Alexeev
2023	—	`conf`	QArchSearch: A Scalable Quantum Architecture Search Package. SC Workshops Ankit Kulshrestha, Ilya Safro, Yuri Alexeev
2023	J	`jnl`	QArchSearch: A Scalable Quantum Architecture Search Package. CoRR Ankit Kulshrestha, Danylo Lykov, Ilya Safro, Yuri Alexeev
2023	J	`jnl`	Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331). Dagstuhl Reports George Karypis, Christian Schulz, Darren Strash, Deepak Ajwani, Rob H. Bisseling, Katrin Casel, Ümit V. Çatalyürek, Cédric Chevalier, Florian Chudigiewitsch, Marcelo Fonseca Faraj, Michael R. Fellows, Lars Gottesbüren, Tobias Heuer, Kamer Kaya, Jakub Lacki, Johannes Langguth, Xiaoye Sherry Li, Ruben Mayer, Johannes Meintrup, Yosuke Mizutani, François Pellegrini, Fabrizio Petrini, Frances A. Rosamond, Ilya Safro, Sebastian Schlag, Roohani Sharma, Blair D. Sullivan, Bora Uçar, Albert-Jan Yzelman
2023	J	`jnl`	Scalable Graph Mining and Learning (Dagstuhl Seminar 23491). Dagstuhl Reports Danai Koutra, Henning Meyerhenke, Ilya Safro, Fabian Brandt-Tumescheit
2022	A*	`conf`	Accelerating COVID-19 Research with Graph Mining and Transformer-Based Learning. AAAI Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
2022	Misc	`conf`	BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms. QCE Ankit Kulshrestha, Ilya Safro
2022	J	`jnl`	BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms. CoRR Ankit Kulshrestha, Ilya Safro
2022	—	`conf`	Constructing Optimal Contraction Trees for Tensor Network Quantum Circuit Simulation. HPEC Cameron Ibrahim, Danylo Lykov, Zichang He, Yuri Alexeev, Ilya Safro
2022	J	`jnl`	Constructing Optimal Contraction Trees for Tensor Network Quantum Circuit Simulation. CoRR Cameron Ibrahim, Danylo Lykov, Zichang He, Yuri Alexeev, Ilya Safro
2022	J	`jnl`	Hypergraph Partitioning With Embeddings. IEEE Trans. Knowl. Data Eng. Justin Sybrandt, Ruslan Shaydulin, Ilya Safro
2022	J	`jnl`	Leveraging special-purpose hardware for local search heuristics. Comput. Optim. Appl. Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro, Arnab Roy
2022	—	`conf`	Partitioning Dense Graphs with Hardware Accelerators. ICCS (3) Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2022	J	`jnl`	Partitioning Dense Graphs with Hardware Accelerators. CoRR Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2022	J	`jnl`	Proactive Query Expansion for Streaming Data Using External Source. CoRR Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro
2022	B	`conf`	Proactive Query Expansion for Streaming Data Using External Sources. IEEE Big Data Farah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro
2022	Misc	`conf`	Quantum Approximate Optimization Algorithm with Sparsified Phase Operator. QCE Xiaoyuan Liu, Ruslan Shaydulin, Ilya Safro
2022	J	`jnl`	Quantum Approximate Optimization Algorithm with Sparsified Phase Operator. CoRR Xiaoyuan Liu, Ruslan Shaydulin, Ilya Safro
2022	—	`ch.`	Recent Advances in Scalable Network Generation1. Massive Graph Analytics Manuel Penschuck, Ulrik Brandes, Michael Hamann, Sebastian Lamm, Ulrich Meyer, Ilya Safro, Peter Sanders, Christian Schulz
2022	—	`conf`	Towards Practical Explainability with Cluster Descriptors. ICDM (Workshops) Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2022	J	`jnl`	Towards Practical Explainability with Cluster Descriptors. CoRR Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro
2021	J	`jnl`	Accelerating COVID-19 research with graph mining and transformer-based learning. CoRR Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael Shtutman, Ilya Safro
2021	J	`jnl`	Classical symmetries and the Quantum Approximate Optimization Algorithm. Quantum Inf. Process. Ruslan Shaydulin, Stuart Hadfield, Tad Hogg, Ilya Safro
2021	J	`jnl`	Coping with Mistreatment in Fair Algorithms. CoRR Ankit Kulshrestha, Ilya Safro
2021	J	`jnl`	ELRUNA: Elimination Rule-based Network Alignment. ACM J. Exp. Algorithmics Zirou Qiu, Ruslan Shaydulin, Xiaoyuan Liu, Yuri Alexeev, Christopher S. Henry, Ilya Safro
2021	J	`jnl`	FAIRLEARN: Configurable and Interpretable Algorithmic Fairness. CoRR Ankit Kulshrestha, Ilya Safro
2021	J	`jnl`	Layer VQE: A Variational Approach for Combinatorial Optimization on Noisy Quantum Computers. CoRR Xiaoyuan Liu, Anthony Angone, Ruslan Shaydulin, Ilya Safro, Yuri Alexeev, Lukasz Cincio
2021	J	`jnl`	Multilevel Combinatorial Optimization across Quantum Architectures. ACM Trans. Quantum Comput. Hayato Ushijima-Mwesigwa, Ruslan Shaydulin, Christian F. A. Negre, Susan M. Mniszewski, Yuri Alexeev, Ilya Safro
2021	Misc	`conf`	Transferability of optimal QAOA parameters between random graphs. QCE Alexey Galda, Xiaoyuan Liu, Danylo Lykov, Yuri Alexeev, Ilya Safro
2020	A	`conf`	AGATHA: Automatic Graph Mining And Transformer based Hypothesis Generation Approach. CIKM Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro
2020	J	`jnl`	AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach. CoRR Justin Sybrandt, Ilya Tyagin, Michael Shtutman, Ilya Safro
2020	—	`conf`	AML-SVM: Adaptive Multilevel Learning with Support Vector Machines. IEEE BigData Ehsan Sadrfaridpour, Korey Palmer, Ilya Safro
2020	J	`jnl`	AML-SVM: Adaptive Multilevel Learning with Support Vector Machines. CoRR Ehsan Sadrfaridpour, Korey Palmer, Ilya Safro
2020	—	`conf`	Accelerating Text Mining Using Domain-Specific Stop Word Lists. IEEE BigData Farah Alshanik, Amy W. Apon, Alexander Herzog, Ilya Safro, Justin Sybrandt
2020	J	`jnl`	Accelerating Text Mining Using Domain-Specific Stop Word Lists. CoRR Farah Alshanik, Amy W. Apon, Alexander Herzog, Ilya Safro, Justin Sybrandt
2020	J	`jnl`	CBAG: Conditional Biomedical Abstract Generation. CoRR Justin Sybrandt, Ilya Safro
2020	J	`jnl`	Classical symmetries and QAOA. CoRR Ruslan Shaydulin, Stuart Hadfield, Tad Hogg, Ilya Safro
2020	J	`jnl`	Recent Advances in Scalable Network Generation. CoRR Manuel Penschuck, Ulrik Brandes, Michael Hamann, Sebastian Lamm, Ulrich Meyer, Ilya Safro, Peter Sanders, Christian Schulz
2020	J	`jnl`	Unsupervised Hierarchical Graph Representation Learning by Mutual Information Maximization. CoRR Fei Ding, Xiaohong Zhang, Justin Sybrandt, Ilya Safro
2019	J	`jnl`	A Hybrid Approach for Solving Optimization Problems on Small Quantum Computers. Computer Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Christian F. A. Negre, Ilya Safro, Susan M. Mniszewski, Yuri Alexeev
2019	J	`jnl`	Centralities for Networks with Consumable Resources. CoRR Hayato Ushijima-Mwesigwa, Zadid Khan, Mashrur A. Chowdhury, Ilya Safro
2019	J	`jnl`	Centralities for networks with consumable resources. Netw. Sci. Hayato Ushijima-Mwesigwa, Zadid Khan, Mashrur A. Chowdhury, Ilya Safro
2019	—	`conf`	Clustered Latent Dirichlet Allocation for Scientific Discovery. IEEE BigData Christopher Gropp, Alexander Herzog, Ilya Safro, Paul W. Wilson, Amy W. Apon
2019	J	`jnl`	Engineering fast multilevel support vector machines. Mach. Learn. Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro
2019	J	`jnl`	FOBE and HOBE: First- and High-Order Bipartite Embeddings. CoRR Justin Sybrandt, Ilya Safro
2019	J	`jnl`	Hypergraph Partitioning With Embeddings. CoRR Justin Sybrandt, Ruslan Shaydulin, Ilya Safro
2019	J	`jnl`	Multilevel Combinatorial Optimization Across Quantum Architectures. CoRR Hayato Ushijima-Mwesigwa, Ruslan Shaydulin, Christian F. A. Negre, Susan M. Mniszewski, Yuri Alexeev, Ilya Safro
2019	J	`jnl`	Multilevel Graph Partitioning for Three-Dimensional Discrete Fracture Network Flow Simulations. CoRR Hayato Ushijima-Mwesigwa, Jeffrey D. Hyman, Aric A. Hagberg, Ilya Safro, Satish Karra, Carl W. Gable, Gowri Srinivasan
2019	J	`jnl`	Multiscale planar graph generation. Appl. Netw. Sci. Varsha Chauhan, Alexander Gutfraind, Ilya Safro
2019	—	`conf`	Multistart Methods for Quantum Approximate optimization. HPEC Ruslan Shaydulin, Ilya Safro, Jeffrey Larson
2019	J	`jnl`	Network Alignment by Propagating Reliable Similarities. CoRR Zirou Qiu, Ruslan Shaydulin, Xiaoyuan Liu, Yuri Alexeev, Christopher S. Henry, Ilya Safro
2019	J	`jnl`	On Modeling Local Search with Special-Purpose Combinatorial Optimization Hardware. CoRR Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro, Arnab Roy
2019	J	`jnl`	Predictive models for bariatric surgery risks with imbalanced medical datasets. Ann. Oper. Res. Talayeh Razzaghi, Ilya Safro, Joseph Ewing, Ehsan Sadrfaridpour, John D. Scott
2019	J	`jnl`	Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning. Multiscale Model. Simul. Ruslan Shaydulin, Jie Chen, Ilya Safro
2019	J	`jnl`	Wireless charging utility maximization and intersection control delay minimization framework for electric vehicles. Comput. Aided Civ. Infrastructure Eng. Zadid Khan, Sakib Mahmud Khan, Mashrur Chowdhury, Ilya Safro, Hayato Ushijima-Mwesigwa
2018	J	`jnl`	A multilevel bilinear programming algorithm for the vertex separator problem. Comput. Optim. Appl. William W. Hager, James T. Hungerford, Ilya Safro
2018	B	`conf`	Aggregative Coarsening for Multilevel Hypergraph Partitioning. SEA Ruslan Shaydulin, Ilya Safro
2018	J	`jnl`	Aggregative Coarsening for Multilevel Hypergraph Partitioning. CoRR Ruslan Shaydulin, Ilya Safro
2018	—	`conf`	Are Abstracts Enough for Hypothesis Generation? IEEE BigData Justin Sybrandt, Angelo Carrabba, Alexander Herzog, Ilya Safro
2018	J	`jnl`	Are Abstracts Enough for Hypothesis Generation? CoRR Justin Sybrandt, Angelo Carrabba, Alexander Herzog, Ilya Safro
2018	J	`jnl`	Community Detection Across Emerging Quantum Architectures. CoRR Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Ilya Safro, Susan M. Mniszewski, Yuri Alexeev
2018	J	`jnl`	High-Performance Graph Algorithms (Dagstuhl Seminar 18241). Dagstuhl Reports Henning Meyerhenke, Richard Peng, Ilya Safro
2018	—	`conf`	Large-Scale Validation of Hypothesis Generation Systems via Candidate Ranking. IEEE BigData Justin Sybrandt, Michael Shtutman, Ilya Safro
2018	J	`jnl`	Multiscale Planar Graph Generation. CoRR Varsha Chauhan, Alexander Gutfraind, Ilya Safro
2018	—	`conf`	Spatio-temporal prediction of crimes using network analytic approach. IEEE BigData Saroj Kumar Dash, Ilya Safro, Ravisutha Sakrepatna Srinivasamurthy
2018	J	`jnl`	Spatio-temproal prediction of crimes using network analytic approach. CoRR Saroj Kumar Dash, Ilya Safro, Ravisutha Sakrepatna Srinivasamurthy
2018	J	`jnl`	Validation and Topic-driven Ranking for Biomedical Hypothesis Generation Systems. CoRR Justin Sybrandt, Ilya Safro
2017	B	`conf`	Algebraic multigrid support vector machines. ESANN Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, André Luckow, Talayeh Razzaghi, Ilya Safro
2017	J	`jnl`	Detecting and monitoring foodborne illness outbreaks: Twitter communications and the 2015 U.S. Salmonella outbreak linked to imported cucumbers. CoRR Yuliya V. Bolotova, Jie Lou, Ilya Safro
2017	—	`conf`	Detecting and summarizing emergent events in microblogs and social media streams by dynamic centralities. IEEE BigData Neela Avudaiappan, Alexander Herzog, Sneha Kadam, Yuheng Du, Jason Thatcher, Ilya Safro
2017	J	`jnl`	Engineering multilevel support vector machines. CoRR Ehsan Sadrfaridpour, Talayeh Razzaghi, Ilya Safro
2017	J	`jnl`	Generating realistic scaled complex networks. Appl. Netw. Sci. Christian L. Staudt, Michael Hamann, Alexander Gutfraind, Ilya Safro, Henning Meyerhenke
2017	A*	`conf`	MOLIERE: Automatic Biomedical Hypothesis Generation System. KDD Justin Sybrandt, Michael Shtutman, Ilya Safro
2017	J	`jnl`	MOLIERE: Automatic Biomedical Hypothesis Generation System. CoRR Justin Sybrandt, Michael Shtutman, Ilya Safro
2017	J	`jnl`	Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning. CoRR Ruslan Shaydulin, Jie Chen, Ilya Safro
2017	J	`jnl`	Single- and multi-level network sparsification by algebraic distance. J. Complex Networks Emmanuel John, Ilya Safro
2017	J	`jnl`	Utility Maximization Framework for Opportunistic Wireless Electric Vehicle Charging. CoRR M. D. Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan, Ilya Safro, Hayato Ushijima-Mwesigwa
2016	J	`jnl`	Algebraic multigrid support vector machines. CoRR Ehsan Sadrfaridpour, Sandeep Jeereddy, Ken Kennedy, André Luckow, Talayeh Razzaghi, Ilya Safro
2016	J	`jnl`	Detecting and Summarizing Emergent Events in Microblogs and Social Media Streams by Dynamic Centralities. CoRR Neela Avudaiappan, Alexander Herzog, Sneha Kadam, Yuheng Du, Jason Thatcher, Ilya Safro
2016	—	`conf`	Generating Scaled Replicas of Real-World Complex Networks. COMPLEX NETWORKS Christian L. Staudt, Michael Hamann, Ilya Safro, Alexander Gutfraind, Henning Meyerhenke
2016	J	`jnl`	Generating Scaled Replicas of Real-World Complex Networks. CoRR Christian L. Staudt, Michael Hamann, Ilya Safro, Alexander Gutfraind, Henning Meyerhenke
2016	J	`jnl`	Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values. CoRR Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nicholas Marko
2016	—	`ch.`	Recent Advances in Graph Partitioning. Algorithm Engineering Aydin Buluç, Henning Meyerhenke, Ilya Safro, Peter Sanders, Christian Schulz
2016	J	`jnl`	Scalable Dynamic Topic Modeling with Clustered Latent Dirichlet Allocation (CLDA). CoRR Chris Gropp, Alexander Herzog, Ilya Safro, Paul W. Wilson, Amy W. Apon
2016	J	`jnl`	Single- and Multi-level Network Sparsification by Algebraic Distance. CoRR Emmanuel John, Ilya Safro
2015	J	`jnl`	Fast Imbalanced Classification of Healthcare Data with Missing Values. CoRR Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko
2015	C	`conf`	Fast imbalanced classification of healthcare data with missing values. FUSION Talayeh Razzaghi, Oleg Roderick, Ilya Safro, Nick Marko
2015	C	`conf`	Multiscale network generation. FUSION Alexander Gutfraind, Ilya Safro, Lauren Ancel Meyers
2015	J	`jnl`	Optimal response to epidemics and cyber attacks in networks. Networks Noam Goldberg, Sven Leyffer, Ilya Safro
2015	Misc	`conf`	Scalable Multilevel Support Vector Machines. ICCS Talayeh Razzaghi, Ilya Safro
2014	—	`conf`	A Continuous Refinement Strategy for the Multilevel Computation of Vertex Separators. LION William W. Hager, James T. Hungerford, Ilya Safro
2014	J	`jnl`	A Multilevel Bilinear Programming Algorithm For the Vertex Separator Problem. CoRR William W. Hager, James T. Hungerford, Ilya Safro
2014	J	`jnl`	Advanced Coarsening Schemes for Graph Partitioning. ACM J. Exp. Algorithmics Ilya Safro, Peter Sanders, Christian Schulz
2014	J	`jnl`	Fast Multilevel Support Vector Machines. CoRR Talayeh Razzaghi, Ilya Safro
2014	J	`jnl`	High-performance Graph Algorithms and Applications in Computational Science (Dagstuhl Seminar 14461). Dagstuhl Reports Ulrich Carsten Meyer, Henning Meyerhenke, Ali Pinar, Ilya Safro
2013	J	`jnl`	A Continuous Refinement Strategy for the Multilevel Computation of Vertex Separators. CoRR William W. Hager, James T. Hungerford, Ilya Safro
2013	J	`jnl`	Fast response to infection spread and cyber attacks on large-scale networks. J. Complex Networks Sven Leyffer, Ilya Safro
2013	J	`jnl`	Recent Advances in Graph Partitioning. CoRR Aydin Buluç, Henning Meyerhenke, Ilya Safro, Peter Sanders, Christian Schulz
2012	J	`jnl`	Advanced Coarsening Schemes for Graph Partitioning CoRR Ilya Safro, Peter Sanders, Christian Schulz
2012	B	`conf`	Advanced Coarsening Schemes for Graph Partitioning. SEA Ilya Safro, Peter Sanders, Christian Schulz
2012	J	`jnl`	Fast Response to Infection Spread and Cyber Attacks on Large-Scale Networks CoRR Sven Leyffer, Ilya Safro
2012	J	`jnl`	Multiscale Network Generation CoRR Alexander Gutfraind, Lauren Ancel Meyers, Ilya Safro
2012	J	`jnl`	Randomized heuristics for exploiting Jacobian scarcity. Optim. Methods Softw. Andrew Lyons, Ilya Safro, Jean Utke
2011	Misc	`conf`	A measure of the local connectivity between graph vertices. ICCS Jie Chen, Ilya Safro
2011	J	`jnl`	Algebraic Distance on Graphs. SIAM J. Sci. Comput. Jie Chen, Ilya Safro
2011	J	`jnl`	Multiscale approach for the network compression-friendly ordering. J. Discrete Algorithms Ilya Safro, Boris Temkin
2011	J	`jnl`	Relaxation-Based Coarsening and Multiscale Graph Organization. Multiscale Model. Simul. Dorit Ron, Ilya Safro, Achi Brandt
2010	J	`jnl`	A Fast Multigrid Algorithm for Energy Minimization under Planar Density Constraints. Multiscale Model. Simul. Dorit Ron, Ilya Safro, Achi Brandt
2010	—	`conf`	Learning of Highly-Filtered Data Manifold Using Spectral Methods. LION Oleg Roderick, Ilya Safro
2010	J	`jnl`	Multiscale approach for the network compression-friendly ordering CoRR Ilya Safro, Boris Temkin
2010	J	`jnl`	Relaxation-based coarsening and multiscale graph organization CoRR Dorit Ron, Ilya Safro, Achi Brandt
2009	J	`jnl`	A Fast Multigrid Algorithm for Energy Minimization Under Planar Density Constraints CoRR Dorit Ron, Ilya Safro, Achi Brandt
2009	J	`jnl`	A Measure of the Connection Strengths between Graph Vertices with Applications CoRR Jie Chen, Ilya Safro
2009	—	`conf`	Comparison of Coarsening Schemes for Multilevel Graph Partitioning. LION Cédric Chevalier, Ilya Safro
2009	—	`conf`	Improving Random Walk Performance. CSC Ilya Safro, Paul D. Hovland, Jaewook Shin, Michelle Mills Strout
2009	—	`conf`	Randomized Heuristics for Exploiting Jacobian Scarcity. Combinatorial Scientific Computing Andrew Lyons, Ilya Safro
2009	—	`conf`	Weighted aggregation for multi-level graph partitioning. Combinatorial Scientific Computing Cédric Chevalier, Ilya Safro
2008	J	`jnl`	Multilevel algorithms for linear ordering problems. ACM J. Exp. Algorithmics Ilya Safro, Dorit Ron, Achi Brandt
2006	J	`jnl`	A Multilevel Algorithm for the Minimum 2-sum Problem. J. Graph Algorithms Appl. Ilya Safro, Dorit Ron, Achi Brandt
2006	J	`jnl`	Generalizations of the Hanoi Towers Problem CoRR Sergey Benditkis, Ilya Safro
2006	J	`jnl`	Graph minimum linear arrangement by multilevel weighted edge contractions. J. Algorithms Ilya Safro, Dorit Ron, Achi Brandt
2006	J	`jnl`	The minimum linear arrangement problem on proper interval graphs CoRR Ilya Safro
2003	J	`jnl`	Collective stochastic versions of playable games as metaphors for complex biosystems: Team connect four. Complex. Ilya Safro, Lee A. Segel