Towards Foundation Models for Relational Databases [Vision Paper]

24 May 2023

Papers citing "Towards Foundation Models for Relational Databases [Vision Paper]"

7 / 7 papers shown

Title
GitTables: A Large-Scale Corpus of Relational Tables Madelon Hulsebos cCaugatay Demiralp Paul T. Groth LMTD 70 86 0 14 Jun 2021
Directed Acyclic Graph Neural Networks Veronika Thost Jie Chen GNN AI4CE 70 108 0 20 Jan 2021
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation Nan Tang Ju Fan Fangyi Li Jianhong Tu Xiaoyong Du Guoliang Li Samuel Madden M. Ouzzani 65 75 0 04 Dec 2020
Supervised Learning on Relational Databases with Graph Neural Networks Milan Cvitkovic 49 44 0 06 Feb 2020
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 55 204 0 10 May 2019
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 501 15,232 0 07 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 614 29,051 0 09 Sep 2016