Trends in big data analytics K Kambatla, G Kollias, V Kumar, A Grama Journal of parallel and distributed computing 74 (7), 2561-2573, 2014 | 1062 | 2014 |

Network similarity decomposition (nsd): A fast and scalable approach to network alignment G Kollias, S Mohammadi, A Grama IEEE Transactions on Knowledge and Data Engineering 24 (12), 2232-2243, 2011 | 97 | 2011 |

Fast parallel algorithms for graph similarity and matching G Kollias, M Sathe, O Schenk, A Grama Journal of Parallel and Distributed Computing 74 (5), 2400-2410, 2014 | 42 | 2014 |

Asynchronous iterative computations with Web information retrieval structures: The PageRank case G Kollias, E Gallopoulos, DB Szyld arXiv preprint cs/0606047, 2006 | 42 | 2006 |

Universal programmable quantum circuit schemes to emulate an operator A Daskin, A Grama, G Kollias, S Kais The Journal of chemical physics 137 (23), 234112, 2012 | 35 | 2012 |

Accelerating physics-based simulations using end-to-end neural network proxies: An application in oil reservoir modeling J Navrátil, A King, J Rios, G Kollias, R Torrado, A Codas Frontiers in big Data 2, 33, 2019 | 29 | 2019 |

A fast approach to global alignment of protein-protein interaction networks G Kollias, M Sathe, S Mohammadi, A Grama BMC research notes 6 (1), 1-11, 2013 | 26 | 2013 |

On symmetry of uniform and preferential attachment graphs A Magner, S Janson, G Kollias, W Szpankowski the electronic journal of combinatorics, P3. 32-P3. 32, 2014 | 24 | 2014 |

Social ties and checkin sites: Connections and latent structures in Location Based Social Networks SB Kylasa, G Kollias, A Grama Proceedings of the 2015 IEEE/ACM International Conference on Advances in …, 2015 | 22 | 2015 |

MXNET-MPI: Embedding MPI parallelism in parameter server task model for scaling deep learning AR Mamidala, G Kollias, C Ward, F Artico arXiv preprint arXiv:1801.03855, 2018 | 19 | 2018 |

Surfing the network for ranking by multidamping G Kollias, E Gallopoulos, A Grama IEEE Transactions on knowledge and data engineering 26 (9), 2323-2336, 2013 | 17 | 2013 |

Context-specific recommendation system for predicting similar pubmed articles S Mohammadi, S Kylasa, G Kollias, A Grama 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016 | 14 | 2016 |

Bifurcations of beam-beam like maps C Polymilis, C Skokos, G Kollias, G Servizi, G Turchetti Journal of Physics A: Mathematical and General 33 (5), 1055, 2000 | 10 | 2000 |

Efficient large-scale graph analysis in MapReduce K Kambatla, G Kollias, A Grama PMAA, 2012 | 9 | 2012 |

Multidamping simulation framework for link-based ranking G Kollias, E Gallopoulos Dagstuhl Seminar Proceedings, 2007 | 8* | 2007 |

Jylab: A System for Portable Scientific Computing over Distributed Platforms G Kollias, E Gallopoulos 2006 Second IEEE International Conference on e-Science and Grid Computing (e …, 2006 | 8 | 2006 |

Reinforcement learning for field development policy optimization G De Paola, C Ibanez-Llano, J Rios, G Kollias SPE Annual Technical Conference and Exhibition, 2020 | 7 | 2020 |

Asynchronous PageRank computation in an interactive multithreading environment G Kollias, E Gallopoulos Web Information Retrieval and Linear Algebra Algorithms, 2007 | 7* | 2007 |

PARAD: A Work-Efficient Parallel Algorithm for Reverse-Mode Automatic Differentiation∗ T Kaler, TB Schardl, B Xie, CE Leiserson, J Chen, A Pareja, G Kollias Symposium on Algorithmic Principles of Computer Systems (APOCS), 144-158, 2021 | 6 | 2021 |

Role of synthetic genetic interactions in understanding functional interactions among pathways S Mohammadi, G Kollias, A Grama Biocomputing 2012, 43-54, 2012 | 6 | 2012 |