| Trends in big data analytics K Kambatla, G Kollias, V Kumar, A Grama Journal of parallel and distributed computing 74 (7), 2561-2573, 2014 | 1255 | 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 | 113 | 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 | 49 | 2014 |
| Universal programmable quantum circuit schemes to emulate an operator A Daskin, A Grama, G Kollias, S Kais The Journal of chemical physics 137 (23), 2012 | 45 | 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 | 44 | 2019 |
| Asynchronous iterative computations with Web information retrieval structures: The PageRank case G Kollias, E Gallopoulos, DB Szyld arXiv preprint cs/0606047, 2006 | 41 | 2006 |
| Directed graph auto-encoders G Kollias, V Kalantzis, T Idé, A Lozano, N Abe Proceedings of the AAAI conference on artificial intelligence 36 (7), 7211-7219, 2022 | 39 | 2022 |
| A fast approach to global alignment of protein-protein interaction networks G Kollias, M Sathe, S Mohammadi, A Grama BMC research notes 6, 1-11, 2013 | 29 | 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 | 25 | 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 | 23 | 2015 |
| Reinforcement learning for field development policy optimization G De Paola, C Ibanez-Llano, J Rios, G Kollias SPE Annual Technical Conference and Exhibition?, D041S046R003, 2020 | 22 | 2020 |
| 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 | 22 | 2018 |
| 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 | 19 | 2016 |
| 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 |
| Fast quantum state reconstruction via accelerated non-convex programming JL Kim, G Kollias, A Kalev, KX Wei, A Kyrillidis Photonics 10 (2), 116, 2023 | 14 | 2023 |
| Cardinality-regularized hawkes-granger model T Idé, G Kollias, D Phan, N Abe Advances in Neural Information Processing Systems 34, 2682-2694, 2021 | 14 | 2021 |
| 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 | 13 | 2021 |
| Larimar: Large language models with episodic memory control P Das, S Chaudhury, E Nelson, I Melnyk, S Swaminathan, S Dai, ... arXiv preprint arXiv:2403.11901, 2024 | 12 | 2024 |
| Projection techniques to update the truncated svd of evolving matrices with applications V Kalantzis, G Kollias, S Ubaru, AN Nikolakopoulos, L Horesh, K Clarkson International Conference on Machine Learning, 5236-5246, 2021 | 12 | 2021 |
| 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 |