Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and
Perspective

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective

29 February 2020

Artur S. dÁvila Garcez

Marcelo O. R. Prates

Pedro H. C. Avelar

Papers citing "Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective"

12 / 12 papers shown

Title
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic Connor Pryor Quan Yuan J. Liu Mehran Kazemi Deepak Ramachandran Tania Bedrax-Weiss Lise Getoor 27 1 0 26 Mar 2024
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning Charles Dickens Changyu Gao Connor Pryor Stephen J. Wright Lise Getoor 31 3 0 17 Jan 2024
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 30 50 0 15 Jul 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 25 12 0 14 Feb 2023
A Gaze into the Internal Logic of Graph Neural Networks, with Logic Paul Tarau NAI 16 2 0 05 Aug 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 34 56 0 19 May 2022
Graph Neural Networks for Propositional Model Counting Gaia Saveri Luca Bortolussi NAI LRM 6 2 0 09 May 2022
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 346 0 18 Feb 2021
Computing Graph Neural Networks: A Survey from Algorithms to Accelerators S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 27 225 0 30 Sep 2020
Deep Learning for Abstract Argumentation Semantics Dennis Craandijk Floris Bex SSeg 21 30 0 15 Jul 2020
Beyond Graph Neural Networks with Lifted Relational Neural Networks Gustav Sourek F. Železný Ondrej Kuzelka NAI 35 17 0 13 Jul 2020
A Survey on The Expressive Power of Graph Neural Networks Ryoma Sato 184 171 0 09 Mar 2020