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ORCIDBibTeX records: Giannis Nikolentzos
@article{DBLP:journals/corr/abs-2402-02862,
author = {Giannis Nikolentzos and
Siyun Wang and
Johannes F. Lutzeyer and
Michalis Vazirgiannis},
title = {Graph Neural Machine: {A} New Model for Learning with Tabular Data},
journal = {CoRR},
volume = {abs/2402.02862},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02862},
doi = {10.48550/ARXIV.2402.02862},
eprinttype = {arXiv},
eprint = {2402.02862},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01535,
author = {Iakovos Evdaimon and
Giannis Nikolentzos and
Michail Chatzianastasis and
Hadi Abdine and
Michalis Vazirgiannis},
title = {Neural Graph Generator: Feature-Conditioned Graph Generation using
Latent Diffusion Models},
journal = {CoRR},
volume = {abs/2403.01535},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.01535},
doi = {10.48550/ARXIV.2403.01535},
eprinttype = {arXiv},
eprint = {2403.01535},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-01535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/NikolentzosVXLB23,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis and
Christos Xypolopoulos and
Markus Lingman and
Erik G. Brandt},
title = {Synthetic electronic health records generated with variational graph
autoencoders},
journal = {npj Digit. Medicine},
volume = {6},
year = {2023},
url = {https://doi.org/10.1038/s41746-023-00822-x},
doi = {10.1038/S41746-023-00822-X},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/NikolentzosVXLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/NikolentzosDV23,
author = {Giannis Nikolentzos and
George Dasoulas and
Michalis Vazirgiannis},
title = {Permute Me Softly: Learning Soft Permutations for Graph Representations},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {4},
pages = {5087--5098},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3188911},
doi = {10.1109/TPAMI.2022.3188911},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/NikolentzosDV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosCV23,
author = {Giannis Nikolentzos and
Michail Chatzianastasis and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node
Representations},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1037--1054},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosV23,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Graph Alignment Kernels using Weisfeiler and Leman Hierarchies},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2019--2034},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NikolentzosV23a,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Geometric Random Walk Graph Neural Networks via Implicit Layers},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {2035--2053},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nikolentzos23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NikolentzosV23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/EnnadirANVB23,
author = {Sofiane Ennadir and
Amr Alkhatib and
Giannis Nikolentzos and
Michalis Vazirgiannis and
Henrik Bostr{\"{o}}m},
editor = {Hocine Cherifi and
Luis M. Rocha and
Chantal Cherifi and
Murat Donduran},
title = {UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural
Networks},
booktitle = {Complex Networks {\&} Their Applications {XII} - Proceedings of
The Twelfth International Conference on Complex Networks and their
Applications: {COMPLEX} {NETWORKS} 2023, Menton, France, 28-30 November,
2023, Volume 1},
series = {Studies in Computational Intelligence},
volume = {1141},
pages = {100--111},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53468-3\_9},
doi = {10.1007/978-3-031-53468-3\_9},
timestamp = {Mon, 15 Apr 2024 14:47:50 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/EnnadirANVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MichelNLV23,
author = {Gaspard Michel and
Giannis Nikolentzos and
Johannes F. Lutzeyer and
Michalis Vazirgiannis},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Path Neural Networks: Expressive and Accurate Graph Neural Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24737--24755},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/michel23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/MichelNLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10851,
author = {Giannis Nikolentzos and
Michail Chatzianastasis and
Michalis Vazirgiannis},
title = {What Do GNNs Actually Learn? Towards Understanding their Representations},
journal = {CoRR},
volume = {abs/2304.10851},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10851},
doi = {10.48550/ARXIV.2304.10851},
eprinttype = {arXiv},
eprint = {2304.10851},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05955,
author = {Gaspard Michel and
Giannis Nikolentzos and
Johannes F. Lutzeyer and
Michalis Vazirgiannis},
title = {Path Neural Networks: Expressive and Accurate Graph Neural Networks},
journal = {CoRR},
volume = {abs/2306.05955},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05955},
doi = {10.48550/ARXIV.2306.05955},
eprinttype = {arXiv},
eprint = {2306.05955},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05217,
author = {Michail Chatzianastasis and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Supervised Attention Using Homophily in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2307.05217},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05217},
doi = {10.48550/ARXIV.2307.05217},
eprinttype = {arXiv},
eprint = {2307.05217},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03210,
author = {Chrysoula Kosma and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Time-Parameterized Convolutional Neural Networks for Irregularly Sampled
Time Series},
journal = {CoRR},
volume = {abs/2308.03210},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03210},
doi = {10.48550/ARXIV.2308.03210},
eprinttype = {arXiv},
eprint = {2308.03210},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03210.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KosmaNXV22,
author = {Chrysoula Kosma and
Giannis Nikolentzos and
Nancy Xu and
Michalis Vazirgiannis},
editor = {Elias Pimenidis and
Plamen P. Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {Time Series Forecasting Models Copy the Past: How to Mitigate},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13529},
pages = {366--378},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15919-0\_31},
doi = {10.1007/978-3-031-15919-0\_31},
timestamp = {Wed, 21 Sep 2022 21:26:03 +0200},
biburl = {https://dblp.org/rec/conf/icann/KosmaNXV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/setn/Chatzianastasis22,
author = {Michail Chatzianastasis and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Mass Enhanced Node Embeddings for Drug Repurposing},
booktitle = {{SETN} 2022: 12th Hellenic Conference on Artificial Intelligence,
Corfu, Greece, September 7 - 9, 2022},
pages = {5:1--5:5},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3549737.3549813},
doi = {10.1145/3549737.3549813},
timestamp = {Thu, 28 Mar 2024 11:35:05 +0100},
biburl = {https://dblp.org/rec/conf/setn/Chatzianastasis22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14275,
author = {Nancy Xu and
Giannis Nikolentzos and
Michalis Vazirgiannis and
Henrik Bostr{\"{o}}m},
title = {Image Keypoint Matching using Graph Neural Networks},
journal = {CoRR},
volume = {abs/2205.14275},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14275},
doi = {10.48550/ARXIV.2205.14275},
eprinttype = {arXiv},
eprint = {2205.14275},
timestamp = {Wed, 01 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13441,
author = {Chrysoula Kosma and
Giannis Nikolentzos and
Nancy Xu and
Michalis Vazirgiannis},
title = {Time Series Forecasting Models Copy the Past: How to Mitigate},
journal = {CoRR},
volume = {abs/2207.13441},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13441},
doi = {10.48550/ARXIV.2207.13441},
eprinttype = {arXiv},
eprint = {2207.13441},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02501,
author = {Giannis Nikolentzos and
Michail Chatzianastasis and
Michalis Vazirgiannis},
title = {Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node
Representations},
journal = {CoRR},
volume = {abs/2211.02501},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02501},
doi = {10.48550/ARXIV.2211.02501},
eprinttype = {arXiv},
eprint = {2211.02501},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/NikolentzosSV21,
author = {Giannis Nikolentzos and
Giannis Siglidis and
Michalis Vazirgiannis},
title = {Graph Kernels: {A} Survey},
journal = {J. Artif. Intell. Res.},
volume = {72},
pages = {943--1027},
year = {2021},
url = {https://doi.org/10.1613/jair.1.13225},
doi = {10.1613/JAIR.1.13225},
timestamp = {Fri, 25 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/NikolentzosSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NikolentzosV21,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Learning Structural Node Representations Using Graph Kernels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {5},
pages = {2045--2056},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2947478},
doi = {10.1109/TKDE.2019.2947478},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/NikolentzosV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanagopoulosNV21,
author = {George Panagopoulos and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Transfer Graph Neural Networks for Pandemic Forecasting},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4838--4845},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i6.16616},
doi = {10.1609/AAAI.V35I6.16616},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanagopoulosNV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/XuNVB21,
author = {Nancy Xu and
Giannis Nikolentzos and
Michalis Vazirgiannis and
Henrik Bostr{\"{o}}m},
editor = {Rosa Mar{\'{\i}}a Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis M. Rocha and
Marta Sales{-}Pardo},
title = {Image Keypoint Matching Using Graph Neural Networks},
booktitle = {Complex Networks {\&} Their Applications {X} - Volume 2, Proceedings
of the Tenth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2021, Madrid, Spain, November 30
- December 2, 2021},
series = {Studies in Computational Intelligence},
volume = {1016},
pages = {441--451},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93413-2\_37},
doi = {10.1007/978-3-030-93413-2\_37},
timestamp = {Mon, 26 Jun 2023 20:46:27 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/XuNVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NikolentzosPV21,
author = {Giannis Nikolentzos and
George Panagopoulos and
Michalis Vazirgiannis},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {An Empirical Study of the Expressiveness of Graph Kernels and Graph
Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12893},
pages = {139--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86365-4\_12},
doi = {10.1007/978-3-030-86365-4\_12},
timestamp = {Tue, 14 Sep 2021 19:09:25 +0200},
biburl = {https://dblp.org/rec/conf/icann/NikolentzosPV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasoulasNSVV21,
author = {George Dasoulas and
Giannis Nikolentzos and
Kevin Scaman and
Aladin Virmaux and
Michalis Vazirgiannis},
title = {Ego-Based Entropy Measures for Structural Representations on Graphs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3210--3214},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414279},
doi = {10.1109/ICASSP39728.2021.9414279},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DasoulasNSVV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/21/NikolentzosPEV21,
author = {Giannis Nikolentzos and
George Panagopoulos and
Iakovos Evdaimon and
Michalis Vazirgiannis},
editor = {Yannis Manolopoulos and
Thanasis Vergoulis},
title = {Can Author Collaboration Reveal Impact? The Case of h-index},
booktitle = {Predicting the Dynamics of Research Impact},
pages = {177--194},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86668-6\_8},
doi = {10.1007/978-3-030-86668-6\_8},
timestamp = {Tue, 05 Jul 2022 16:24:14 +0200},
biburl = {https://dblp.org/rec/books/sp/21/NikolentzosPEV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08735,
author = {George Dasoulas and
Giannis Nikolentzos and
Kevin Scaman and
Aladin Virmaux and
Michalis Vazirgiannis},
title = {Ego-based Entropy Measures for Structural Representations on Graphs},
journal = {CoRR},
volume = {abs/2102.08735},
year = {2021},
url = {https://arxiv.org/abs/2102.08735},
eprinttype = {arXiv},
eprint = {2102.08735},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05562,
author = {Giannis Nikolentzos and
George Panagopoulos and
Iakovos Evdaimon and
Michalis Vazirgiannis},
title = {Can Author Collaboration Reveal Impact? The Case of h-index},
journal = {CoRR},
volume = {abs/2104.05562},
year = {2021},
url = {https://arxiv.org/abs/2104.05562},
eprinttype = {arXiv},
eprint = {2104.05562},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01872,
author = {Giannis Nikolentzos and
George Dasoulas and
Michalis Vazirgiannis},
title = {Permute Me Softly: Learning Soft Permutations for Graph Representations},
journal = {CoRR},
volume = {abs/2110.01872},
year = {2021},
url = {https://arxiv.org/abs/2110.01872},
eprinttype = {arXiv},
eprint = {2110.01872},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00566,
author = {Hadi Abdine and
Yanzhu Guo and
Moussa Kamal Eddine and
Giannis Nikolentzos and
Stamatis Outsios and
Guokan Shang and
Christos Xypolopoulos and
Michalis Vazirgiannis},
title = {{NLP} Research and Resources at DaSciM, Ecole Polytechnique},
journal = {CoRR},
volume = {abs/2112.00566},
year = {2021},
url = {https://arxiv.org/abs/2112.00566},
eprinttype = {arXiv},
eprint = {2112.00566},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SiglidisNLGSV20,
author = {Giannis Siglidis and
Giannis Nikolentzos and
Stratis Limnios and
Christos Giatsidis and
Konstantinos Skianis and
Michalis Vazirgiannis},
title = {GraKeL: {A} Graph Kernel Library in Python},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {54:1--54:5},
year = {2020},
url = {https://www.jmlr.org/papers/v21/18-370.html},
timestamp = {Thu, 12 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/SiglidisNLGSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/NikolentzosDV20,
author = {Giannis Nikolentzos and
George Dasoulas and
Michalis Vazirgiannis},
title = {k-hop graph neural networks},
journal = {Neural Networks},
volume = {130},
pages = {195--205},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.07.008},
doi = {10.1016/J.NEUNET.2020.07.008},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/NikolentzosDV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NikolentzosTV20,
author = {Giannis Nikolentzos and
Antoine J.{-}P. Tixier and
Michalis Vazirgiannis},
title = {Message Passing Attention Networks for Document Understanding},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8544--8551},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6376},
doi = {10.1609/AAAI.V34I05.6376},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NikolentzosTV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SkianisNLV20,
author = {Konstantinos Skianis and
Giannis Nikolentzos and
Stratis Limnios and
Michalis Vazirgiannis},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Rep the Set: Neural Networks for Learning Set Representations},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1410--1420},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/skianis20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SkianisNLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/RennardNV20,
author = {Virgile Rennard and
Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Rosa M. Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis Mateus Rocha and
Marta Sales{-}Pardo},
title = {Graph Auto-Encoders for Learning Edge Representations},
booktitle = {Complex Networks {\&} Their Applications {IX} - Volume 2, Proceedings
of the Ninth International Conference on Complex Networks and Their
Applications, {COMPLEX} {NETWORKS} 2020, 1-3 December 2020, Madrid,
Spain},
series = {Studies in Computational Intelligence},
volume = {944},
pages = {117--129},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65351-4\_10},
doi = {10.1007/978-3-030-65351-4\_10},
timestamp = {Sun, 02 Oct 2022 15:57:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/RennardNV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/NikolentzosTRV20,
author = {Giannis Nikolentzos and
Michalis Thomas and
Ad{\'{\i}}n Ram{\'{\i}}rez Rivera and
Michalis Vazirgiannis},
editor = {Rosa M. Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis Mateus Rocha and
Marta Sales{-}Pardo},
title = {Image Classification Using Graph-Based Representations and Graph Neural
Networks},
booktitle = {Complex Networks {\&} Their Applications {IX} - Volume 2, Proceedings
of the Ninth International Conference on Complex Networks and Their
Applications, {COMPLEX} {NETWORKS} 2020, 1-3 December 2020, Madrid,
Spain},
series = {Studies in Computational Intelligence},
volume = {944},
pages = {142--153},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65351-4\_12},
doi = {10.1007/978-3-030-65351-4\_12},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/complexnetworks/NikolentzosTRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WuNV20,
author = {Changmin Wu and
Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Igor Farkas and
Paolo Masulli and
Stefan Wermter},
title = {EvoNet: {A} Neural Network for Predicting the Evolution of Dynamic
Graphs},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2020 - 29th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 15-18, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12396},
pages = {594--606},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61609-0\_47},
doi = {10.1007/978-3-030-61609-0\_47},
timestamp = {Tue, 20 Oct 2020 17:51:28 +0200},
biburl = {https://dblp.org/rec/conf/icann/WuNV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NikolentzosV20,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Random Walk Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ba95d78a7c942571185308775a97a3a0-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NikolentzosV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00553,
author = {George Dasoulas and
Giannis Nikolentzos and
Kevin Scaman and
Aladin Virmaux and
Michalis Vazirgiannis},
title = {Ego-based Entropy Measures for Structural Representations},
journal = {CoRR},
volume = {abs/2003.00553},
year = {2020},
url = {https://arxiv.org/abs/2003.00553},
eprinttype = {arXiv},
eprint = {2003.00553},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00842,
author = {Changmin Wu and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {EvoNet: {A} Neural Network for Predicting the Evolution of Dynamic
Graphs},
journal = {CoRR},
volume = {abs/2003.00842},
year = {2020},
url = {https://arxiv.org/abs/2003.00842},
eprinttype = {arXiv},
eprint = {2003.00842},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08388,
author = {George Panagopoulos and
Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {United We Stand: Transfer Graph Neural Networks for Pandemic Forecasting},
journal = {CoRR},
volume = {abs/2009.08388},
year = {2020},
url = {https://arxiv.org/abs/2009.08388},
eprinttype = {arXiv},
eprint = {2009.08388},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/GiatsidisNZTV19,
author = {Christos Giatsidis and
Giannis Nikolentzos and
Chenhui Zhang and
Jie Tang and
Michalis Vazirgiannis},
title = {Rooted citation graphs density metrics for research papers influence
evaluation},
journal = {J. Informetrics},
volume = {13},
number = {2},
pages = {757--768},
year = {2019},
url = {https://doi.org/10.1016/j.joi.2019.03.006},
doi = {10.1016/J.JOI.2019.03.006},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/joi/GiatsidisNZTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VazirgiannisNS19,
author = {Michalis Vazirgiannis and
Giannis Nikolentzos and
Giannis Siglidis},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Machine Learning on Graphs with Kernels},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2983--2984},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3360986},
doi = {10.1145/3357384.3360986},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VazirgiannisNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/WuNV19,
author = {Changmin Wu and
Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Hocine Cherifi and
Sabrina Gaito and
Jos{\'{e}} Fernendo Mendes and
Esteban Moro and
Luis Mateus Rocha},
title = {Matching Node Embeddings Using Valid Assignment Kernels},
booktitle = {Complex Networks and Their Applications {VIII} - Volume 1 Proceedings
of the Eighth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2019, Lisbon, Portugal, December
10-12, 2019},
series = {Studies in Computational Intelligence},
volume = {881},
pages = {810--821},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36687-2\_67},
doi = {10.1007/978-3-030-36687-2\_67},
timestamp = {Sun, 02 Oct 2022 15:57:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/WuNV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TixierNMV19,
author = {Antoine J.{-}P. Tixier and
Giannis Nikolentzos and
Polykarpos Meladianos and
Michalis Vazirgiannis},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Graph Classification with 2D Convolutional Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {578--593},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_54},
doi = {10.1007/978-3-030-30493-5\_54},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TixierNMV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01962,
author = {Konstantinos Skianis and
Giannis Nikolentzos and
Stratis Limnios and
Michalis Vazirgiannis},
title = {Rep the Set: Neural Networks for Learning Set Representations},
journal = {CoRR},
volume = {abs/1904.01962},
year = {2019},
url = {http://arxiv.org/abs/1904.01962},
eprinttype = {arXiv},
eprint = {1904.01962},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12218,
author = {Giannis Nikolentzos and
Giannis Siglidis and
Michalis Vazirgiannis},
title = {Graph Kernels: {A} Survey},
journal = {CoRR},
volume = {abs/1904.12218},
year = {2019},
url = {http://arxiv.org/abs/1904.12218},
eprinttype = {arXiv},
eprint = {1904.12218},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06051,
author = {Giannis Nikolentzos and
George Dasoulas and
Michalis Vazirgiannis},
title = {k-hop Graph Neural Networks},
journal = {CoRR},
volume = {abs/1907.06051},
year = {2019},
url = {http://arxiv.org/abs/1907.06051},
eprinttype = {arXiv},
eprint = {1907.06051},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06267,
author = {Giannis Nikolentzos and
Antoine J.{-}P. Tixier and
Michalis Vazirgiannis},
title = {Message Passing Attention Networks for Document Understanding},
journal = {CoRR},
volume = {abs/1908.06267},
year = {2019},
url = {http://arxiv.org/abs/1908.06267},
eprinttype = {arXiv},
eprint = {1908.06267},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06320,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Revisiting the Graph Isomorphism Problem with Semidefinite Programming},
journal = {CoRR},
volume = {abs/1908.06320},
year = {2019},
url = {http://arxiv.org/abs/1908.06320},
eprinttype = {arXiv},
eprint = {1908.06320},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/NikolentzosV18,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Enhancing Graph Kernels via Successive Embeddings},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1583--1586},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269289},
doi = {10.1145/3269206.3269289},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/NikolentzosV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/VazirgiannisMN18,
author = {Michalis Vazirgiannis and
Fragkiskos D. Malliaros and
Giannis Nikolentzos},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {GraphRep: Boosting Text Mining, {NLP} and Information Retrieval with
Graphs},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {2295--2296},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3274273},
doi = {10.1145/3269206.3274273},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/VazirgiannisMN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/SteenfattNVZ18,
author = {Niklas Steenfatt and
Giannis Nikolentzos and
Michalis Vazirgiannis and
Qiang Zhao},
editor = {Luca Maria Aiello and
Chantal Cherifi and
Hocine Cherifi and
Renaud Lambiotte and
Pietro Li{\'{o}} and
Luis M. Rocha},
title = {Learning Structural Node Representations on Directed Graphs},
booktitle = {Complex Networks and Their Applications {VII} - Volume 2 Proceedings
The 7th International Conference on Complex Networks and Their Applications
{COMPLEX} {NETWORKS} 2018},
series = {Studies in Computational Intelligence},
volume = {813},
pages = {132--144},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-05414-4\_11},
doi = {10.1007/978-3-030-05414-4\_11},
timestamp = {Thu, 07 Jul 2022 13:32:56 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/SteenfattNVZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/MeladianosXNV18,
author = {Polykarpos Meladianos and
Christos Xypolopoulos and
Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Gabriella Pasi and
Benjamin Piwowarski and
Leif Azzopardi and
Allan Hanbury},
title = {An Optimization Approach for Sub-event Detection and Summarization
in Twitter},
booktitle = {Advances in Information Retrieval - 40th European Conference on {IR}
Research, {ECIR} 2018, Grenoble, France, March 26-29, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10772},
pages = {481--493},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-76941-7\_36},
doi = {10.1007/978-3-319-76941-7\_36},
timestamp = {Thu, 14 Oct 2021 09:46:34 +0200},
biburl = {https://dblp.org/rec/conf/ecir/MeladianosXNV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NikolentzosMTSV18,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Antoine Jean{-}Pierre Tixier and
Konstantinos Skianis and
Michalis Vazirgiannis},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Kernel Graph Convolutional Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11139},
pages = {22--32},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01418-6\_3},
doi = {10.1007/978-3-030-01418-6\_3},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/NikolentzosMTSV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/NikolentzosMLV18,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Stratis Limnios and
Michalis Vazirgiannis},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {A Degeneracy Framework for Graph Similarity},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2595--2601},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/360},
doi = {10.24963/IJCAI.2018/360},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/NikolentzosMLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02193,
author = {Giannis Siglidis and
Giannis Nikolentzos and
Stratis Limnios and
Christos Giatsidis and
Konstantinos Skianis and
Michalis Vazirgiannis},
title = {GraKeL: {A} Graph Kernel Library in Python},
journal = {CoRR},
volume = {abs/1806.02193},
year = {2018},
url = {http://arxiv.org/abs/1806.02193},
eprinttype = {arXiv},
eprint = {1806.02193},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02510,
author = {Giannis Nikolentzos and
Michalis Vazirgiannis},
title = {Message Passing Graph Kernels},
journal = {CoRR},
volume = {abs/1808.02510},
year = {2018},
url = {http://arxiv.org/abs/1808.02510},
eprinttype = {arXiv},
eprint = {1808.02510},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/gr/Nikolentzos17,
author = {Giannis Nikolentzos},
title = {Machine learning on graphs: algorithms and applications},
school = {Athens University Economics and Business, Greece},
year = {2017},
url = {http://hdl.handle.net/10442/hedi/42338},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/gr/Nikolentzos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NikolentzosMV17,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Michalis Vazirgiannis},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Matching Node Embeddings for Graph Similarity},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2429--2435},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10839},
doi = {10.1609/AAAI.V31I1.10839},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NikolentzosMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/RousseauVNMS17,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Fran{\c{c}}ois Rousseau and
Yannis Stavrakas and
Michalis Vazirgiannis},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Multivariate Gaussian Document Representation from Word Embeddings
for Text Categorization},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 2: Short Papers},
pages = {450--455},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-2072},
doi = {10.18653/V1/E17-2072},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/RousseauVNMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/VazirgiannisTMN17,
author = {Polykarpos Meladianos and
Antoine J.{-}P. Tixier and
Giannis Nikolentzos and
Michalis Vazirgiannis},
editor = {Mirella Lapata and
Phil Blunsom and
Alexander Koller},
title = {Real-Time Keyword Extraction from Conversations},
booktitle = {Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2017, Valencia,
Spain, April 3-7, 2017, Volume 2: Short Papers},
pages = {462--467},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/e17-2074},
doi = {10.18653/V1/E17-2074},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eacl/VazirgiannisTMN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/NikolentzosMRSV17,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Fran{\c{c}}ois Rousseau and
Yannis Stavrakas and
Michalis Vazirgiannis},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Shortest-Path Graph Kernels for Document Similarity},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {1890--1900},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1202},
doi = {10.18653/V1/D17-1202},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/NikolentzosMRSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/NikolentzosMSV17,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Yannis Stavrakas and
Michalis Vazirgiannis},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {K-Clique-Graphs for Dense Subgraph Discovery},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {617--633},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_37},
doi = {10.1007/978-3-319-71249-9\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/NikolentzosMSV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02218,
author = {Antoine Jean{-}Pierre Tixier and
Giannis Nikolentzos and
Polykarpos Meladianos and
Michalis Vazirgiannis},
title = {Classifying Graphs as Images with Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1708.02218},
year = {2017},
url = {http://arxiv.org/abs/1708.02218},
eprinttype = {arXiv},
eprint = {1708.02218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10689,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Antoine Jean{-}Pierre Tixier and
Konstantinos Skianis and
Michalis Vazirgiannis},
title = {Kernel Graph Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1710.10689},
year = {2017},
url = {http://arxiv.org/abs/1710.10689},
eprinttype = {arXiv},
eprint = {1710.10689},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NikolentzosMSV16,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Yannis Stavrakas and
Michalis Vazirgiannis},
title = {K-clique-graphs for Dense Subgraph Discovery},
journal = {CoRR},
volume = {abs/1610.06008},
year = {2016},
url = {http://arxiv.org/abs/1610.06008},
eprinttype = {arXiv},
eprint = {1610.06008},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NikolentzosMSV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/MeladianosNRSV15,
author = {Polykarpos Meladianos and
Giannis Nikolentzos and
Fran{\c{c}}ois Rousseau and
Yannis Stavrakas and
Michalis Vazirgiannis},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Degeneracy-Based Real-Time Sub-Event Detection in Twitter Stream},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {248--257},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10502},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/MeladianosNRSV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/NikolentzosMLV15,
author = {Giannis Nikolentzos and
Polykarpos Meladianos and
Nektarios Liakis and
Michalis Vazirgiannis},
editor = {Ellen M. Voorhees and
Angela Ellis},
title = {{AUEB} at {TREC} 2015: Clinical Decision Support Track},
booktitle = {Proceedings of The Twenty-Fourth Text REtrieval Conference, {TREC}
2015, Gaithersburg, Maryland, USA, November 17-20, 2015},
series = {{NIST} Special Publication},
volume = {500-319},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2015},
url = {http://trec.nist.gov/pubs/trec24/papers/DBNET\_AUEB-CL.pdf},
timestamp = {Wed, 03 Feb 2021 08:31:23 +0100},
biburl = {https://dblp.org/rec/conf/trec/NikolentzosMLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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