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FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems

26 August 2020

Papers citing "FeatGraph: A Flexible and Efficient Backend for Graph Neural Network Systems"

26 / 26 papers shown

Title
Ansor: Generating High-Performance Tensor Programs for Deep Learning Lianmin Zheng Chengfan Jia Minmin Sun Zhao Wu Cody Hao Yu ... Jun Yang Danyang Zhuo Koushik Sen Joseph E. Gonzalez Ion Stoica 144 403 0 11 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 547 42,639 0 03 Dec 2019
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 288 760 0 03 Sep 2019
A Unified Optimization Approach for CNN Model Inference on Integrated GPUs Leyuan Wang Zhi Chen Yizhi Liu Yao Wang Lianmin Zheng Mu Li Yida Wang 78 30 0 03 Jul 2019
Deep Representation Learning for Social Network Analysis Qiaoyu Tan Ninghao Liu Helen Zhou AI4TS GNN 48 105 0 18 Apr 2019
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 239 4,368 0 06 Mar 2019
Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search Zhuwen Li Qifeng Chen V. Koltun GNN 94 476 0 25 Oct 2018
Optimizing CNN Model Inference on CPUs Yizhi Liu Yao Wang Ruofei Yu Mu Li Vin Sharma Yida Wang 45 154 0 07 Sep 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 269 3,552 0 06 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 769 3,131 0 04 Jun 2018
Learning to Optimize Tensor Programs Tianqi Chen Lianmin Zheng Eddie Q. Yan Ziheng Jiang T. Moreau Luis Ceze Carlos Guestrin Arvind Krishnamurthy 87 404 0 21 May 2018
Design Principles for Sparse Matrix Multiplication on the GPU Carl Yang A. Buluç John Douglas Owens 49 109 0 22 Mar 2018
Attention-based Graph Neural Network for Semi-supervised Learning K. K. Thekumparampil Chong-Jun Wang Sewoong Oh Li Li GNN 76 334 0 10 Mar 2018
Recurrent Relational Networks Rasmus Berg Palm Ulrich Paquet Ole Winther GNN ReLM NAI 110 142 0 21 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,265 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 792 132,454 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,331 0 07 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 189 1,615 0 05 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,496 0 04 Apr 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 671 29,183 0 09 Sep 2016
Mathematical Foundations of the GraphBLAS J. Kepner Peter Aaltonen David A. Bader A. Buluç F. Franchetti ... José Moreira John Douglas Owens Carl Yang Marcin Zalewski Tim Mattson 48 231 0 18 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Semi-External Memory Sparse Matrix Multiplication for Billion-Node Graphs Da Zheng Disa Mhembere V. Lyzinski Joshua T. Vogelstein Carey E. Priebe Randal C. Burns 136 28 0 09 Feb 2016
GraphMat: High performance graph analytics made productive N. Sundaram N. Satish Md. Mostofa Ali Patwary Subramanya R. Dulloor Satya Gautam Vadlamudi Dipankar Das Pradeep Dubey 70 323 0 25 Mar 2015
Gunrock: A High-Performance Graph Processing Library on the GPU Yangzihao Wang Andrew A. Davidson Yuechao Pan Yuduo Wu Andy T. Riffel John Douglas Owens 68 525 0 22 Jan 2015
FlashGraph: Processing Billion-Node Graphs on an Array of Commodity SSDs Da Zheng Disa Mhembere Randal C. Burns Joshua T. Vogelstein Carey E. Priebe A. Szalay 75 239 0 03 Aug 2014