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Giorgos Kollias
Giorgos Kollias
IBM T.J. Watson Research Center
Verified email at us.ibm.com
Title
Cited by
Cited by
Year
Trends in big data analytics
K Kambatla, G Kollias, V Kumar, A Grama
Journal of parallel and distributed computing 74 (7), 2561-2573, 2014
11772014
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
1082011
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
472014
Asynchronous iterative computations with Web information retrieval structures: The PageRank case
G Kollias, E Gallopoulos, DB Szyld
arXiv preprint cs/0606047, 2006
422006
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
392012
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, 471450, 2019
352019
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
282013
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
252014
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
232015
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
212018
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
192016
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
172020
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
172013
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
152022
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
112021
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
102000
Fast quantum state reconstruction via accelerated non-convex programming
JL Kim, G Kollias, A Kalev, KX Wei, A Kyrillidis
Photonics 10 (2), 116, 2023
92023
Cardinality-regularized hawkes-granger model
T Idé, G Kollias, D Phan, N Abe
Advances in Neural Information Processing Systems 34, 2682-2694, 2021
92021
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
82021
Efficient large-scale graph analysis in MapReduce
K Kambatla, G Kollias, A Grama
PMAA, 2012
82012
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