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BibTeX records: Sami Abu-El-Haija
@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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