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ORCIDBibTeX records: Georgios Kollias
@article{DBLP:journals/corr/abs-2402-03726,
author = {Dongxia Wu and
Tsuyoshi Id{\'{e}} and
Aur{\'{e}}lie C. Lozano and
Georgios Kollias and
Jir{\'{\i}} Navr{\'{a}}til and
Naoki Abe and
Yi{-}An Ma and
Rose Yu},
title = {Learning Granger Causality from Instance-wise Self-attentive Hawkes
Processes},
journal = {CoRR},
volume = {abs/2402.03726},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03726},
doi = {10.48550/ARXIV.2402.03726},
eprinttype = {arXiv},
eprint = {2402.03726},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11901,
author = {Payel Das and
Subhajit Chaudhury and
Elliot Nelson and
Igor Melnyk and
Sarath Swaminathan and
Sihui Dai and
Aur{\'{e}}lie C. Lozano and
Georgios Kollias and
Vijil Chenthamarakshan and
Jir{\'{\i}} Navr{\'{a}}til and
Soham Dan and
Pin{-}Yu Chen},
title = {Larimar: Large Language Models with Episodic Memory Control},
journal = {CoRR},
volume = {abs/2403.11901},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11901},
doi = {10.48550/ARXIV.2403.11901},
eprinttype = {arXiv},
eprint = {2403.11901},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KalantzisKUS23,
author = {Vassilis Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Theodoros Salonidis},
title = {Accelerating Matrix Trace Estimation by Aitken's {\(\Delta\)}\({}^{\mbox{2}}\)
Process},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095081},
doi = {10.1109/ICASSP49357.2023.10095081},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KalantzisKUS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KolliasKSU23,
author = {Georgios Kollias and
Vassilis Kalantzis and
Theodoros Salonidis and
Shashanka Ubaru},
title = {Quantum Graph Transformers},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096345},
doi = {10.1109/ICASSP49357.2023.10096345},
timestamp = {Sun, 05 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KolliasKSU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SiumKIDALL23,
author = {Yonas Sium and
Georgios Kollias and
Tsuyoshi Id{\'{e}} and
Payel Das and
Naoki Abe and
Aur{\'{e}}lie C. Lozano and
Qi Li},
title = {Direction Aware Positional and Structural Encoding for Directed Graph
Neural Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10094964},
doi = {10.1109/ICASSP49357.2023.10094964},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SiumKIDALL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KolliasKILA22,
author = {Georgios Kollias and
Vasileios Kalantzis and
Tsuyoshi Id{\'{e}} and
Aur{\'{e}}lie C. Lozano and
Naoki Abe},
title = {Directed Graph Auto-Encoders},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {7211--7219},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20682},
doi = {10.1609/AAAI.V36I7.20682},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KolliasKILA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KolliasSW22,
author = {Georgios Kollias and
Theodoros Salonidis and
Shiqiang Wang},
editor = {Randy Goebel and
Han Yu and
Boi Faltings and
Lixin Fan and
Zehui Xiong},
title = {Sketch to Skip and Select: Communication Efficient Federated Learning
Using Locality Sensitive Hashing},
booktitle = {Trustworthy Federated Learning - First International Workshop, {FL}
2022, Held in Conjunction with {IJCAI} 2022, Vienna, Austria, July
23, 2022, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13448},
pages = {72--83},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-28996-5\_6},
doi = {10.1007/978-3-031-28996-5\_6},
timestamp = {Fri, 31 Mar 2023 17:17:33 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KolliasSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-12449,
author = {Georgios Kollias and
Vasileios Kalantzis and
Tsuyoshi Id{\'{e}} and
Aur{\'{e}}lie C. Lozano and
Naoki Abe},
title = {Directed Graph Auto-Encoders},
journal = {CoRR},
volume = {abs/2202.12449},
year = {2022},
url = {https://arxiv.org/abs/2202.12449},
eprinttype = {arXiv},
eprint = {2202.12449},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-12449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10671,
author = {Tsuyoshi Id{\'{e}} and
Georgios Kollias and
Dzung T. Phan and
Naoki Abe},
title = {Cardinality-Regularized Hawkes-Granger Model},
journal = {CoRR},
volume = {abs/2208.10671},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10671},
doi = {10.48550/ARXIV.2208.10671},
eprinttype = {arXiv},
eprint = {2208.10671},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/NassarKGG21,
author = {Huda Nassar and
Georgios Kollias and
Ananth Grama and
David F. Gleich},
title = {Scalable Algorithms for Multiple Network Alignment},
journal = {{SIAM} J. Sci. Comput.},
volume = {43},
number = {5},
pages = {S592--S611},
year = {2021},
url = {https://doi.org/10.1137/20M1345876},
doi = {10.1137/20M1345876},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamsc/NassarKGG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apocs/KalerSXLCPK21,
author = {Tim Kaler and
Tao B. Schardl and
Brian Xie and
Charles E. Leiserson and
Jie Chen and
Aldo Pareja and
Georgios Kollias},
editor = {Michael Schapira},
title = {{PARAD:} {A} Work-Efficient Parallel Algorithm for Reverse-Mode Automatic
Differentiation},
booktitle = {2nd Symposium on Algorithmic Principles of Computer Systems, {APOCS}
2020, Virtual Conference, January 13, 2021},
pages = {144--158},
publisher = {{SIAM}},
year = {2021},
url = {https://doi.org/10.1137/1.9781611976489.11},
doi = {10.1137/1.9781611976489.11},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apocs/KalerSXLCPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalantzisKUNHC21,
author = {Vasileios Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Athanasios N. Nikolakopoulos and
Lior Horesh and
Kenneth L. Clarkson},
editor = {Marina Meila and
Tong Zhang},
title = {Projection techniques to update the truncated {SVD} of evolving matrices
with applications},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5236--5246},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kalantzis21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalantzisKUNHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/IdeKPA21,
author = {Tsuyoshi Id{\'{e}} and
Georgios Kollias and
Dzung T. Phan and
Naoki Abe},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Cardinality-Regularized Hawkes-Granger Model},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2682--2694},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/15cf76466b97264765356fcc56d801d1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/IdeKPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/Kollias020,
author = {Georgios Kollias and
Angelos Antonopoulos},
title = {Joint Consideration of Content Popularity and Size in Device-to-Device
Caching Scenarios},
booktitle = {2020 {IEEE} International Conference on Communications, {ICC} 2020,
Dublin, Ireland, June 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICC40277.2020.9149356},
doi = {10.1109/ICC40277.2020.9149356},
timestamp = {Tue, 04 Aug 2020 10:37:23 +0200},
biburl = {https://dblp.org/rec/conf/icc/Kollias020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06392,
author = {Vassilis Kalantzis and
Georgios Kollias and
Shashanka Ubaru and
Athanasios N. Nikolakopoulos and
Lior Horesh and
Kenneth L. Clarkson},
title = {Projection techniques to update the truncated {SVD} of evolving matrices},
journal = {CoRR},
volume = {abs/2010.06392},
year = {2020},
url = {https://arxiv.org/abs/2010.06392},
eprinttype = {arXiv},
eprint = {2010.06392},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/0001KRKTC19,
author = {Jir{\'{\i}} Navr{\'{a}}til and
Alan King and
Jesus Rios and
Georgios Kollias and
Ruben Rodriguez Torrado and
Andr{\'{e}}s Codas},
title = {Accelerating Physics-Based Simulations Using End-to-End Neural Network
Proxies: An Application in Oil Reservoir Modeling},
journal = {Frontiers Big Data},
volume = {2},
pages = {33},
year = {2019},
url = {https://doi.org/10.3389/fdata.2019.00033},
doi = {10.3389/FDATA.2019.00033},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/0001KRKTC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/IyerAKICD19,
author = {Chander Iyer and
Haim Avron and
Georgios Kollias and
Yves Ineichen and
Christopher D. Carothers and
Petros Drineas},
title = {A randomized least squares solver for terabyte-sized dense overdetermined
systems},
journal = {J. Comput. Sci.},
volume = {36},
year = {2019},
url = {https://doi.org/10.1016/j.jocs.2016.09.007},
doi = {10.1016/J.JOCS.2016.09.007},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/IyerAKICD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01510,
author = {Jir{\'{\i}} Navr{\'{a}}til and
Alan King and
Jesus Rios and
Georgios Kollias and
Ruben Rodriguez Torrado and
Andr{\'{e}}s Codas},
title = {Accelerating Physics-Based Simulations Using Neural Network Proxies:
An Application in Oil Reservoir Modeling},
journal = {CoRR},
volume = {abs/1906.01510},
year = {2019},
url = {http://arxiv.org/abs/1906.01510},
eprinttype = {arXiv},
eprint = {1906.01510},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03855,
author = {Amith R. Mamidala and
Georgios Kollias and
Chris Ward and
Fausto Artico},
title = {{MXNET-MPI:} Embedding {MPI} parallelism in Parameter Server Task
Model for scaling Deep Learning},
journal = {CoRR},
volume = {abs/1801.03855},
year = {2018},
url = {http://arxiv.org/abs/1801.03855},
eprinttype = {arXiv},
eprint = {1801.03855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03855.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00534,
author = {Anastasios Kyrillidis and
Shashanka Ubaru and
Georgios Kollias and
Kristofer E. Bouchard},
title = {Run Procrustes, Run! On the convergence of accelerated Procrustes
Flow},
journal = {CoRR},
volume = {abs/1806.00534},
year = {2018},
url = {http://arxiv.org/abs/1806.00534},
eprinttype = {arXiv},
eprint = {1806.00534},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08198,
author = {Huda Nassar and
Georgios Kollias and
Ananth Grama and
David F. Gleich},
title = {Low rank methods for multiple network alignment},
journal = {CoRR},
volume = {abs/1809.08198},
year = {2018},
url = {http://arxiv.org/abs/1809.08198},
eprinttype = {arXiv},
eprint = {1809.08198},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/KolliasAV17,
author = {Georgios Kollias and
Ferran Adelantado and
Christos V. Verikoukis},
title = {Spectral Efficient and Energy Aware Clustering in Cellular Networks},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {66},
number = {10},
pages = {9263--9274},
year = {2017},
url = {https://doi.org/10.1109/TVT.2017.2716387},
doi = {10.1109/TVT.2017.2716387},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/KolliasAV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KolliasAV17,
author = {Georgios Kollias and
Ferran Adelantado and
Christos V. Verikoukis},
title = {Spectral Efficient and Energy Aware Clustering in Cellular Networks},
journal = {CoRR},
volume = {abs/1706.02146},
year = {2017},
url = {http://arxiv.org/abs/1706.02146},
eprinttype = {arXiv},
eprint = {1706.02146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KolliasAV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/KolliasARV15,
author = {Georgios Kollias and
Ferran Adelantado and
Kostas Ramantas and
Christos V. Verikoukis},
title = {{CORE:} {A} Clustering Optimization Algorithm for Resource Efficiency
in {LTE-A} Networks},
booktitle = {2015 {IEEE} Global Communications Conference, {GLOBECOM} 2015, San
Diego, CA, USA, December 6-10, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GLOCOM.2014.7417562},
doi = {10.1109/GLOCOM.2014.7417562},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globecom/KolliasARV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/KolliasAV15,
author = {Georgios Kollias and
Ferran Adelantado and
Christos V. Verikoukis},
title = {The impact of inter-site distance and Time-to-Trigger on Handover
performance in {LTE-A} HetNets},
booktitle = {2015 {IEEE} International Conference on Communications, {ICC} 2015,
London, United Kingdom, June 8-12, 2015},
pages = {3969--3974},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICC.2015.7248944},
doi = {10.1109/ICC.2015.7248944},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/KolliasAV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/IyerAKICD15,
author = {Chander Iyer and
Haim Avron and
Georgios Kollias and
Yves Ineichen and
Christopher D. Carothers and
Petros Drineas},
editor = {Vassil Alexandrov and
Al Geist and
Jack J. Dongarra},
title = {A scalable randomized least squares solver for dense overdetermined
systems},
booktitle = {Proceedings of the 6th Workshop on Latest Advances in Scalable Algorithms
for Large-Scale Systems, ScalA@SC 2015, Austin, Texas, USA, November
15, 2015},
pages = {3:1--3:8},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2832080.2832083},
doi = {10.1145/2832080.2832083},
timestamp = {Mon, 10 Jul 2023 13:10:57 +0200},
biburl = {https://dblp.org/rec/conf/sc/IyerAKICD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comcom/KokolakiKKPS14,
author = {Evangelia Kokolaki and
Merkourios Karaliopoulos and
Georgios Kollias and
Maria Papadaki and
Ioannis Stavrakakis},
title = {Vulnerability of opportunistic parking assistance systems to vehicular
node selfishness},
journal = {Comput. Commun.},
volume = {48},
pages = {159--170},
year = {2014},
url = {https://doi.org/10.1016/j.comcom.2014.04.001},
doi = {10.1016/J.COMCOM.2014.04.001},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comcom/KokolakiKKPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camad/KolliasAVR14,
author = {Georgios Kollias and
Ferran Adelantado and
John S. Vardakas and
Kostas Ramantas},
title = {Handover performance in {LTE-A} HetNets through inter-site distance
differentiation},
booktitle = {19th {IEEE} International Workshop on Computer Aided Modeling and
Design of Communication Links and Networks, {CAMAD} 2014, Athens,
Greece, December 1-3, 2014},
pages = {280--284},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CAMAD.2014.7033250},
doi = {10.1109/CAMAD.2014.7033250},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/camad/KolliasAVR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wons/KokolakiKPKS13,
author = {Evangelia Kokolaki and
Georgios Kollias and
Maria Papadaki and
Merkourios Karaliopoulos and
Ioannis Stavrakakis},
title = {Opportunistically-assisted parking search: {A} story of free riders,
selfish liars and bona fide mules},
booktitle = {10th Annual Conference on Wireless On-demand Network Systems and Services,
{WONS} 2013, Banff, AB, Canada, March 18-20, 2013},
pages = {17--24},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WONS.2013.6578315},
doi = {10.1109/WONS.2013.6578315},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wons/KokolakiKPKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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