BibTeX records: Sami Abu-El-Haija

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@inproceedings{DBLP:conf/kdd/PerozziAT23,
  author       = {Bryan Perozzi and
                  Sami Abu{-}El{-}Haija and
                  Anton Tsitsulin},
  editor       = {Ambuj K. Singh and
                  Yizhou Sun and
                  Leman Akoglu and
                  Dimitrios Gunopulos and
                  Xifeng Yan and
                  Ravi Kumar and
                  Fatma Ozcan and
                  Jieping Ye},
  title        = {Graph Neural Networks in TensorFlow},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {5786--5787},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599177},
  doi          = {10.1145/3580305.3599177},
  timestamp    = {Mon, 25 Sep 2023 08:29:22 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/PerozziAT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaoPAZZMLP23,
  author       = {Kaidi Cao and
                  Phitchaya Mangpo Phothilimthana and
                  Sami Abu{-}El{-}Haija and
                  Dustin Zelle and
                  Yanqi Zhou and
                  Charith Mendis and
                  Jure Leskovec and
                  Bryan Perozzi},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Learning Large Graph Property Prediction via Graph Segment Training},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/48f8143cebe113f4596e1781771578cd-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/CaoPAZZMLP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PhothilimthanaA23,
  author       = {Mangpo Mangpo Phothilimthana and
                  Sami Abu{-}El{-}Haija and
                  Kaidi Cao and
                  Bahare Fatemi and
                  Michael Burrows and
                  Charith Mendis and
                  Bryan Perozzi},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {TpuGraphs: {A} Performance Prediction Dataset on Large Tensor Computational
                  Graphs},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/ded1a89e2b3b925444ada973af66336e-Abstract-Datasets\_and\_Benchmarks.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/PhothilimthanaA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Abu-El-HaijaDFA23,
  author       = {Sami Abu{-}El{-}Haija and
                  Joshua V. Dillon and
                  Bahare Fatemi and
                  Kyriakos Axiotis and
                  Neslihan Bulut and
                  Johannes Gasteiger and
                  Bryan Perozzi and
                  MohammadHossein Bateni},
  editor       = {Robin J. Evans and
                  Ilya Shpitser},
  title        = {SubMix: Learning to Mix Graph Sampling Heuristics},
  booktitle    = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
                  2023, Pittsburgh, PA, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {216},
  pages        = {1--10},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v216/abu-el-haija23a.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/Abu-El-HaijaDFA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12322,
  author       = {Kaidi Cao and
                  Phitchaya Mangpo Phothilimthana and
                  Sami Abu{-}El{-}Haija and
                  Dustin Zelle and
                  Yanqi Zhou and
                  Charith Mendis and
                  Jure Leskovec and
                  Bryan Perozzi},
  title        = {Learning Large Graph Property Prediction via Graph Segment Training},
  journal      = {CoRR},
  volume       = {abs/2305.12322},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.12322},
  doi          = {10.48550/ARXIV.2305.12322},
  eprinttype    = {arXiv},
  eprint       = {2305.12322},
  timestamp    = {Fri, 26 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-12322.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10737,
  author       = {Bahare Fatemi and
                  Sami Abu{-}El{-}Haija and
                  Anton Tsitsulin and
                  Seyed Mehran Kazemi and
                  Dustin Zelle and
                  Neslihan Bulut and
                  Jonathan Halcrow and
                  Bryan Perozzi},
  title        = {{UGSL:} {A} Unified Framework for Benchmarking Graph Structure Learning},
  journal      = {CoRR},
  volume       = {abs/2308.10737},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.10737},
  doi          = {10.48550/ARXIV.2308.10737},
  eprinttype    = {arXiv},
  eprint       = {2308.10737},
  timestamp    = {Wed, 30 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-10737.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13490,
  author       = {Phitchaya Mangpo Phothilimthana and
                  Sami Abu{-}El{-}Haija and
                  Kaidi Cao and
                  Bahare Fatemi and
                  Charith Mendis and
                  Bryan Perozzi},
  title        = {TpuGraphs: {A} Performance Prediction Dataset on Large Tensor Computational
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/2308.13490},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.13490},
  doi          = {10.48550/ARXIV.2308.13490},
  eprinttype    = {arXiv},
  eprint       = {2308.13490},
  timestamp    = {Fri, 01 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-13490.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06192,
  author       = {Kyriakos Axiotis and
                  Sami Abu{-}El{-}Haija and
                  Lin Chen and
                  Matthew Fahrbach and
                  Gang Fu},
  title        = {Greedy {PIG:} Adaptive Integrated Gradients},
  journal      = {CoRR},
  volume       = {abs/2311.06192},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.06192},
  doi          = {10.48550/ARXIV.2311.06192},
  eprinttype    = {arXiv},
  eprint       = {2311.06192},
  timestamp    = {Wed, 15 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-06192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChamiAPR022,
  author       = {Ines Chami and
                  Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Christopher R{\'{e}} and
                  Kevin Murphy},
  title        = {Machine Learning on Graphs: {A} Model and Comprehensive Taxonomy},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {89:1--89:64},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/20-852.html},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ChamiAPR022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FakhraeiWSAVS22,
  author       = {Shobeir Fakhraei and
                  Tim Weninger and
                  Neil Shah and
                  Sami Abu{-}El{-}Haija and
                  Saurabh Verma and
                  Tara Safavi},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {17th International Workshop on Mining and Learning with Graphs {(MLG)}},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {4868--4869},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3542913},
  doi          = {10.1145/3534678.3542913},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/FakhraeiWSAVS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03522,
  author       = {Oleksandr Ferludin and
                  Arno Eigenwillig and
                  Martin Blais and
                  Dustin Zelle and
                  Jan Pfeifer and
                  Alvaro Sanchez{-}Gonzalez and
                  Wai Lok Sibon Li and
                  Sami Abu{-}El{-}Haija and
                  Peter W. Battaglia and
                  Neslihan Bulut and
                  Jonathan Halcrow and
                  Filipe Miguel Gon{\c{c}}alves de Almeida and
                  Silvio Lattanzi and
                  Andr{\'{e}} Linhares and
                  Brandon A. Mayer and
                  Vahab S. Mirrokni and
                  John Palowitch and
                  Mihir Paradkar and
                  Jennifer She and
                  Anton Tsitsulin and
                  Kevin Villela and
                  Lisa Wang and
                  David Wong and
                  Bryan Perozzi},
  title        = {{TF-GNN:} Graph Neural Networks in TensorFlow},
  journal      = {CoRR},
  volume       = {abs/2207.03522},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2207.03522},
  doi          = {10.48550/ARXIV.2207.03522},
  eprinttype    = {arXiv},
  eprint       = {2207.03522},
  timestamp    = {Fri, 11 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2207-03522.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/MirtaheriAMSG21,
  author       = {Mehrnoosh Mirtaheri and
                  Sami Abu{-}El{-}Haija and
                  Fred Morstatter and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Identifying and Analyzing Cryptocurrency Manipulations in Social Media},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {8},
  number       = {3},
  pages        = {607--617},
  year         = {2021},
  url          = {https://doi.org/10.1109/TCSS.2021.3059286},
  doi          = {10.1109/TCSS.2021.3059286},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcss/MirtaheriAMSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GeAXI21,
  author       = {Yunhao Ge and
                  Sami Abu{-}El{-}Haija and
                  Gan Xin and
                  Laurent Itti},
  title        = {Zero-shot Synthesis with Group-Supervised Learning},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=8wqCDnBmnrT},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/GeAXI21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MarkowitzBMAPSG21,
  author       = {Elan Sopher Markowitz and
                  Keshav Balasubramanian and
                  Mehrnoosh Mirtaheri and
                  Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Graph Traversal with Tensor Functionals: {A} Meta-Algorithm for Scalable
                  Learning},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=6DOZ8XNNfGN},
  timestamp    = {Wed, 23 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/MarkowitzBMAPSG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Abu-El-HaijaMNC21,
  author       = {Sami Abu{-}El{-}Haija and
                  Hesham Mostafa and
                  Marcel Nassar and
                  Valentino Crespi and
                  Greg Ver Steeg and
                  Aram Galstyan},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Implicit {SVD} for Graph Representation Learning},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {8419--8431},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/46fc943ecd56441056a560ba37d0b9e8-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Abu-El-HaijaMNC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04350,
  author       = {Elan Markowitz and
                  Keshav Balasubramanian and
                  Mehrnoosh Mirtaheri and
                  Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Graph Traversal with Tensor Functionals: {A} Meta-Algorithm for Scalable
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2102.04350},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.04350},
  eprinttype    = {arXiv},
  eprint       = {2102.04350},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-04350.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08530,
  author       = {Sami Abu{-}El{-}Haija and
                  Valentino Crespi and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Fast Graph Learning with Unique Optimal Solutions},
  journal      = {CoRR},
  volume       = {abs/2102.08530},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.08530},
  eprinttype    = {arXiv},
  eprint       = {2102.08530},
  timestamp    = {Fri, 19 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-08530.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10232,
  author       = {Valentino Crespi and
                  Wes Hardaker and
                  Sami Abu{-}El{-}Haija and
                  Aram Galstyan},
  title        = {Identifying botnet {IP} address clusters using natural language processing
                  techniques on honeypot command logs},
  journal      = {CoRR},
  volume       = {abs/2104.10232},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.10232},
  eprinttype    = {arXiv},
  eprint       = {2104.10232},
  timestamp    = {Mon, 26 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-10232.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-06312,
  author       = {Sami Abu{-}El{-}Haija and
                  Hesham Mostafa and
                  Marcel Nassar and
                  Valentino Crespi and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Implicit {SVD} for Graph Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2111.06312},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.06312},
  eprinttype    = {arXiv},
  eprint       = {2111.06312},
  timestamp    = {Tue, 16 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-06312.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SinghAJBST20,
  author       = {Saurabh Singh and
                  Sami Abu{-}El{-}Haija and
                  Nick Johnston and
                  Johannes Ball{\'{e}} and
                  Abhinav Shrivastava and
                  George Toderici},
  title        = {End-to-End Learning of Compressible Features},
  booktitle    = {{IEEE} International Conference on Image Processing, {ICIP} 2020,
                  Abu Dhabi, United Arab Emirates, October 25-28, 2020},
  pages        = {3349--3353},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICIP40778.2020.9190860},
  doi          = {10.1109/ICIP40778.2020.9190860},
  timestamp    = {Tue, 03 Nov 2020 11:48:53 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/SinghAJBST20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/PiechA20,
  author       = {Chris Piech and
                  Sami Abu{-}El{-}Haija},
  editor       = {David A. Joyner and
                  Ren{\'{e}} F. Kizilcec and
                  Susan Singer},
  title        = {Human Languages in Source Code: Auto-Translation for Localized Instruction},
  booktitle    = {L@S'20: Seventh {ACM} Conference on Learning @ Scale, Virtual Event,
                  USA, August 12-14, 2020},
  pages        = {167--174},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3386527.3405916},
  doi          = {10.1145/3386527.3405916},
  timestamp    = {Mon, 17 Oct 2022 22:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/lats/PiechA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangHHSAPLMG20,
  author       = {Di Huang and
                  Zihao He and
                  Yuzhong Huang and
                  Kexuan Sun and
                  Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Kristina Lerman and
                  Fred Morstatter and
                  Aram Galstyan},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Graph Embedding with Personalized Context Distribution},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
                  2020},
  pages        = {655--661},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3391263},
  doi          = {10.1145/3366424.3391263},
  timestamp    = {Thu, 13 Aug 2020 18:46:26 +0200},
  biburl       = {https://dblp.org/rec/conf/www/HuangHHSAPLMG20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03675,
  author       = {Ines Chami and
                  Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Christopher R{\'{e}} and
                  Kevin Murphy},
  title        = {Machine Learning on Graphs: {A} Model and Comprehensive Taxonomy},
  journal      = {CoRR},
  volume       = {abs/2005.03675},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.03675},
  eprinttype    = {arXiv},
  eprint       = {2005.03675},
  timestamp    = {Thu, 14 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-03675.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-11797,
  author       = {Saurabh Singh and
                  Sami Abu{-}El{-}Haija and
                  Nick Johnston and
                  Johannes Ball{\'{e}} and
                  Abhinav Shrivastava and
                  George Toderici},
  title        = {End-to-end Learning of Compressible Features},
  journal      = {CoRR},
  volume       = {abs/2007.11797},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.11797},
  eprinttype    = {arXiv},
  eprint       = {2007.11797},
  timestamp    = {Wed, 29 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-11797.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06586,
  author       = {Yunhao Ge and
                  Sami Abu{-}El{-}Haija and
                  Gan Xin and
                  Laurent Itti},
  title        = {Zero-shot Synthesis with Group-Supervised Learning},
  journal      = {CoRR},
  volume       = {abs/2009.06586},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.06586},
  eprinttype    = {arXiv},
  eprint       = {2009.06586},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-06586.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Abu-El-HaijaPKA19,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Amol Kapoor and
                  Nazanin Alipourfard and
                  Kristina Lerman and
                  Hrayr Harutyunyan and
                  Greg Ver Steeg and
                  Aram Galstyan},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {MixHop: Higher-Order Graph Convolutional Architectures via Sparsified
                  Neighborhood Mixing},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {21--29},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/abu-el-haija19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Abu-El-HaijaPKA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Abu-El-HaijaKPL19,
  author       = {Sami Abu{-}El{-}Haija and
                  Amol Kapoor and
                  Bryan Perozzi and
                  Joonseok Lee},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {{N-GCN:} Multi-scale Graph Convolution for Semi-supervised Node Classification},
  booktitle    = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {841--851},
  publisher    = {{AUAI} Press},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v115/abu-el-haija20a.html},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/Abu-El-HaijaKPL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03110,
  author       = {Mehrnoosh Mirtaheri and
                  Sami Abu{-}El{-}Haija and
                  Fred Morstatter and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {Identifying and Analyzing Cryptocurrency Manipulations in Social Media},
  journal      = {CoRR},
  volume       = {abs/1902.03110},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.03110},
  eprinttype    = {arXiv},
  eprint       = {1902.03110},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-03110.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00067,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Amol Kapoor and
                  Hrayr Harutyunyan and
                  Nazanin Alipourfard and
                  Kristina Lerman and
                  Greg Ver Steeg and
                  Aram Galstyan},
  title        = {MixHop: Higher-Order Graph Convolutional Architectures via Sparsified
                  Neighborhood Mixing},
  journal      = {CoRR},
  volume       = {abs/1905.00067},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.00067},
  eprinttype    = {arXiv},
  eprint       = {1905.00067},
  timestamp    = {Mon, 03 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-00067.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04556,
  author       = {Chris Piech and
                  Sami Abu{-}El{-}Haija},
  title        = {Human Languages in Source Code: Auto-Translation for Localized Instruction},
  journal      = {CoRR},
  volume       = {abs/1909.04556},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.04556},
  eprinttype    = {arXiv},
  eprint       = {1909.04556},
  timestamp    = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-04556.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10322,
  author       = {Kiran Lekkala and
                  Sami Abu{-}El{-}Haija and
                  Laurent Itti},
  title        = {Meta Adaptation using Importance Weighted Demonstrations},
  journal      = {CoRR},
  volume       = {abs/1911.10322},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.10322},
  eprinttype    = {arXiv},
  eprint       = {1911.10322},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10322.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeeAVN18,
  author       = {Joonseok Lee and
                  Sami Abu{-}El{-}Haija and
                  Balakrishnan Varadarajan and
                  Apostol Natsev},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Collaborative Deep Metric Learning for Video Understanding},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {481--490},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3219856},
  doi          = {10.1145/3219819.3219856},
  timestamp    = {Wed, 21 Nov 2018 12:44:27 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/LeeAVN18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Abu-El-HaijaPAA18,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Rami Al{-}Rfou and
                  Alexander A. Alemi},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Watch Your Step: Learning Node Embeddings via Graph Attention},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {9198--9208},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/8a94ecfa54dcb88a2fa993bfa6388f9e-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Abu-El-HaijaPAA18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08888,
  author       = {Sami Abu{-}El{-}Haija and
                  Amol Kapoor and
                  Bryan Perozzi and
                  Joonseok Lee},
  title        = {{N-GCN:} Multi-scale Graph Convolution for Semi-supervised Node Classification},
  journal      = {CoRR},
  volume       = {abs/1802.08888},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.08888},
  eprinttype    = {arXiv},
  eprint       = {1802.08888},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-08888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Abu-El-HaijaPA17,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Rami Al{-}Rfou},
  editor       = {Ee{-}Peng Lim and
                  Marianne Winslett and
                  Mark Sanderson and
                  Ada Wai{-}Chee Fu and
                  Jimeng Sun and
                  J. Shane Culpepper and
                  Eric Lo and
                  Joyce C. Ho and
                  Debora Donato and
                  Rakesh Agrawal and
                  Yu Zheng and
                  Carlos Castillo and
                  Aixin Sun and
                  Vincent S. Tseng and
                  Chenliang Li},
  title        = {Learning Edge Representations via Low-Rank Asymmetric Projections},
  booktitle    = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
                  Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
  pages        = {1787--1796},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3132847.3132959},
  doi          = {10.1145/3132847.3132959},
  timestamp    = {Tue, 29 Aug 2023 16:24:43 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/Abu-El-HaijaPA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/LeeA17,
  author       = {Joonseok Lee and
                  Sami Abu{-}El{-}Haija},
  title        = {Large-Scale Content-Only Video Recommendation},
  booktitle    = {2017 {IEEE} International Conference on Computer Vision Workshops,
                  {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
  pages        = {987--995},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCVW.2017.121},
  doi          = {10.1109/ICCVW.2017.121},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/LeeA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Abu-El-HaijaPA17,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Rami Al{-}Rfou},
  title        = {Learning Edge Representations via Low-Rank Asymmetric Projections},
  journal      = {CoRR},
  volume       = {abs/1705.05615},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.05615},
  eprinttype    = {arXiv},
  eprint       = {1705.05615},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Abu-El-HaijaPA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07227,
  author       = {Sami Abu{-}El{-}Haija},
  title        = {Proportionate gradient updates with PercentDelta},
  journal      = {CoRR},
  volume       = {abs/1708.07227},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.07227},
  eprinttype    = {arXiv},
  eprint       = {1708.07227},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-07227.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-09599,
  author       = {Sami Abu{-}El{-}Haija and
                  Bryan Perozzi and
                  Rami Al{-}Rfou and
                  Alex Alemi},
  title        = {Watch Your Step: Learning Graph Embeddings Through Attention},
  journal      = {CoRR},
  volume       = {abs/1710.09599},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.09599},
  eprinttype    = {arXiv},
  eprint       = {1710.09599},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-09599.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/RamanathanHAG0F16,
  author       = {Vignesh Ramanathan and
                  Jonathan Huang and
                  Sami Abu{-}El{-}Haija and
                  Alexander N. Gorban and
                  Kevin Murphy and
                  Li Fei{-}Fei},
  title        = {Detecting Events and Key Actors in Multi-person Videos},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {3043--3053},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.332},
  doi          = {10.1109/CVPR.2016.332},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/RamanathanHAG0F16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Abu-El-HaijaKLN16,
  author       = {Sami Abu{-}El{-}Haija and
                  Nisarg Kothari and
                  Joonseok Lee and
                  Paul Natsev and
                  George Toderici and
                  Balakrishnan Varadarajan and
                  Sudheendra Vijayanarasimhan},
  title        = {YouTube-8M: {A} Large-Scale Video Classification Benchmark},
  journal      = {CoRR},
  volume       = {abs/1609.08675},
  year         = {2016},
  url          = {http://arxiv.org/abs/1609.08675},
  eprinttype    = {arXiv},
  eprint       = {1609.08675},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Abu-El-HaijaKLN16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RamanathanHAGMF15,
  author       = {Vignesh Ramanathan and
                  Jonathan Huang and
                  Sami Abu{-}El{-}Haija and
                  Alexander N. Gorban and
                  Kevin Murphy and
                  Li Fei{-}Fei},
  title        = {Detecting events and key actors in multi-person videos},
  journal      = {CoRR},
  volume       = {abs/1511.02917},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.02917},
  eprinttype    = {arXiv},
  eprint       = {1511.02917},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/RamanathanHAGMF15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/SchneiderARP13,
  author       = {Bertrand Schneider and
                  Sami Abu{-}El{-}Haija and
                  Jim Reesman and
                  Roy Pea},
  editor       = {Dan Suthers and
                  Katrien Verbert},
  title        = {Toward collaboration sensing: applying network analysis techniques
                  to collaborative eye-tracking data},
  booktitle    = {Third Conference on Learning Analytics and Knowledge, {LAK} '13, Leuven,
                  Belgium, April 8-12, 2013},
  pages        = {107--111},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2460296.2460317},
  doi          = {10.1145/2460296.2460317},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/SchneiderARP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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