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Sami Abu-El-Haija

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TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs

Aug 25, 2023
Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Kaidi Cao, Bahare Fatemi, Charith Mendis, Bryan Perozzi

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UGSL: A Unified Framework for Benchmarking Graph Structure Learning

Aug 21, 2023
Bahare Fatemi, Sami Abu-El-Haija, Anton Tsitsulin, Mehran Kazemi, Dustin Zelle, Neslihan Bulut, Jonathan Halcrow, Bryan Perozzi

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Learning Large Graph Property Prediction via Graph Segment Training

May 21, 2023
Kaidi Cao, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Dustin Zelle, Yanqi Zhou, Charith Mendis, Jure Leskovec, Bryan Perozzi

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TF-GNN: Graph Neural Networks in TensorFlow

Jul 07, 2022
Oleksandr Ferludin, Arno Eigenwillig, Martin Blais, Dustin Zelle, Jan Pfeifer, Alvaro Sanchez-Gonzalez, Sibon Li, Sami Abu-El-Haija, Peter Battaglia, Neslihan Bulut, Jonathan Halcrow, Filipe Miguel Gonçalves de Almeida, Silvio Lattanzi, André Linhares, Brandon Mayer, Vahab Mirrokni, John Palowitch, Mihir Paradkar, Jennifer She, Anton Tsitsulin, Kevin Villela, Lisa Wang, David Wong, Bryan Perozzi

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Implicit SVD for Graph Representation Learning

Nov 11, 2021
Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan

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Fast Graph Learning with Unique Optimal Solutions

Feb 21, 2021
Sami Abu-El-Haija, Valentino Crespi, Greg Ver Steeg, Aram Galstyan

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Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning

Feb 08, 2021
Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan

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Zero-shot Synthesis with Group-Supervised Learning

Sep 14, 2020
Yunhao Ge, Sami Abu-El-Haija, Gan Xin, Laurent Itti

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End-to-end Learning of Compressible Features

Jul 23, 2020
Saurabh Singh, Sami Abu-El-Haija, Nick Johnston, Johannes Ballé, Abhinav Shrivastava, George Toderici

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