Title
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 589 4,093 0 18 Apr 2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems Maciej Besta Raghavendra Kanakagiri Grzegorz Kwa'sniewski Rachata Ausavarungnirun Jakub Beránek ... Salvatore Di Girolamo Marek Konieczny Nils Blach O. Mutlu Torsten Hoefler 41 87 0 15 Apr 2021
Putting Humans in the Natural Language Processing Loop: A Survey Zijie J. Wang Dongjin Choi Shenyu Xu Diyi Yang LM&MA 77 74 0 06 Mar 2021
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra Maciej Besta Zur Vonarburg-Shmaria Yannick Schaffner Leonardo Schwarz Grzegorz Kwa'sniewski ... Philipp Lindenberger Pavel Kalvoda Marek Konieczny O. Mutlu Torsten Hoefler 70 26 0 05 Mar 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,305 0 01 Jan 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 92 290 0 07 May 2020
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems Maciej Besta Marc Fischer Vasiliki Kalavri Michael Kapralov Torsten Hoefler GNN 83 56 0 29 Dec 2019
Communication-Efficient Jaccard Similarity for High-Performance Distributed Genome Comparisons Maciej Besta Raghavendra Kanakagiri Harun Mustafa Mikhail Karasikov Gunnar Rätsch Torsten Hoefler Edgar Solomonik 52 66 0 11 Nov 2019
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries Maciej Besta Robert Gerstenberger E. Peter Marc Fischer Michal Podstawski Claude Barthels Gustavo Alonso Torsten Hoefler GNN 50 97 0 20 Oct 2019
Low-Latency Graph Streaming Using Compressed Purely-Functional Trees Laxman Dhulipala Julian Shun G. Blelloch 48 127 0 17 Apr 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 791 8,579 0 03 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,534 0 20 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 163 1,337 0 11 Dec 2018
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 190 1,980 0 17 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 815 3,298 0 24 Nov 2016
Arabesque: A System for Distributed Graph Mining - Extended version Carlos H. C. Teixeira Alexandre J. Fonseca Marco Serafini Georgos Siganos Mohammed J Zaki Ashraf Aboulnaga GNN 50 239 0 14 Oct 2015