How to transfer algorithmic reasoning knowledge to learn new algorithms?

How to transfer algorithmic reasoning knowledge to learn new algorithms?

26 October 2021

Louis-Pascal Xhonneux

Petar Velickovic

Jian Tang

Papers citing "How to transfer algorithmic reasoning knowledge to learn new algorithms?"

8 / 8 papers shown

Title
Open-Book Neural Algorithmic Reasoning Hefei Li Chao Peng Chenyang Xu Zhengfeng Yang LRM 51 0 0 03 Jan 2025
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 29 10 0 23 Jun 2023
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 161 88 0 31 May 2022
Learning heuristics for A* Danilo Numeroso Davide Bacciu Petar Velickovic 13 0 0 11 Apr 2022
Graph Neural Networks are Dynamic Programmers Andrew Dudzik Petar Velickovic 34 63 0 29 Mar 2022
Reasoning-Modulated Representations Petar Velivcković Matko Bovsnjak Thomas Kipf Alexander Lerchner R. Hadsell Razvan Pascanu Charles Blundell OCL OOD SSL 13 15 0 19 Jul 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 347 0 18 Feb 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016