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Persistent Message Passing
v1v2 (latest)

Persistent Message Passing

1 March 2021
Heiko Strathmann
M. Barekatain
Charles Blundell
Petar Velickovic
ArXiv (abs)PDFHTMLGithub

Papers citing "Persistent Message Passing"

13 / 13 papers shown
KNARsack: Teaching Neural Algorithmic Reasoners to Solve Pseudo-Polynomial Problems
KNARsack: Teaching Neural Algorithmic Reasoners to Solve Pseudo-Polynomial Problems
Stjepan Požgaj
Dobrik Georgiev
Marin Šilić
Petar Velickovic
190
0
0
17 Sep 2025
Neural Priority Queues for Graph Neural Networks
Neural Priority Queues for Graph Neural Networks
Rishabh Jain
Petar Velivcković
Pietro Lio
GNN
279
7
0
18 Jul 2023
Asynchronous Algorithmic Alignment with Cocycles
Asynchronous Algorithmic Alignment with CocyclesLOG IN (LOG IN), 2023
Andrew Dudzik
Tamara von Glehn
Razvan Pascanu
Petar Velivcković
489
17
0
27 Jun 2023
Neural Algorithmic Reasoning for Combinatorial Optimisation
Neural Algorithmic Reasoning for Combinatorial OptimisationLOG IN (LOG IN), 2023
Dobrik Georgiev
Danilo Numeroso
D. Bacciu
Pietro Lio
NAI
750
23
0
18 May 2023
DRew: Dynamically Rewired Message Passing with Delay
DRew: Dynamically Rewired Message Passing with DelayInternational Conference on Machine Learning (ICML), 2023
Benjamin Gutteridge
Xiaowen Dong
Michael M. Bronstein
Francesco Di Giovanni
407
90
0
13 May 2023
Memory-Augmented Graph Neural Networks: A Brain-Inspired Review
Memory-Augmented Graph Neural Networks: A Brain-Inspired ReviewIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Guixiang Ma
Vy A. Vo
Ted Willke
Nesreen Ahmed
212
6
0
22 Sep 2022
Graph neural networks for materials science and chemistry
Graph neural networks for materials science and chemistryCommunications Materials (Commun. Mater.), 2022
Patrick Reiser
Marlen Neubert
André Eberhard
Luca Torresi
Chen Zhou
...
Houssam Metni
Clint van Hoesel
Henrik Schopmans
T. Sommer
Pascal Friederich
GNNAI4CE
432
697
0
05 Aug 2022
The CLRS Algorithmic Reasoning Benchmark
The CLRS Algorithmic Reasoning BenchmarkInternational Conference on Machine Learning (ICML), 2022
Petar Velivcković
Adria Puigdomenech Badia
David Budden
Razvan Pascanu
Andrea Banino
Mikhail Dashevskiy
R. Hadsell
Charles Blundell
461
116
0
31 May 2022
Graph Neural Networks are Dynamic Programmers
Graph Neural Networks are Dynamic ProgrammersNeural Information Processing Systems (NeurIPS), 2022
Andrew Dudzik
Petar Velickovic
404
75
0
29 Mar 2022
Relating Graph Neural Networks to Structural Causal Models
Relating Graph Neural Networks to Structural Causal Models
Matej Zečević
Devendra Singh Dhami
Petar Velickovic
Kristian Kersting
AI4CECML
377
69
0
09 Sep 2021
Reasoning-Modulated Representations
Reasoning-Modulated RepresentationsLOG IN (LOG IN), 2021
Petar Velivcković
Matko Bovsnjak
Thomas Kipf
Alexander Lerchner
R. Hadsell
Razvan Pascanu
Charles Blundell
OCLOODSSL
365
17
0
19 Jul 2021
Algorithmic Concept-based Explainable Reasoning
Algorithmic Concept-based Explainable ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2021
Dobrik Georgiev
Pietro Barbiero
Dmitry Kazhdan
Petar Velivcković
Pietro Lio
238
21
0
15 Jul 2021
Combinatorial optimization and reasoning with graph neural networks
Combinatorial optimization and reasoning with graph neural networksInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Quentin Cappart
Didier Chételat
Elias Boutros Khalil
Andrea Lodi
Christopher Morris
Petar Velickovic
AI4CE
656
461
0
18 Feb 2021
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