Neural Algorithmic Reasoning

Fundamentals of a method for evaluating rail net capacities

TE Harris and FS Ross · 1955

Earlier work this paper cites.

A note on two problems in connexion with graphs

Edsger W Dijkstra et al · 1959

Earlier work this paper cites.

Introduction to Algorithms

Thomas H Cormen, Charles E Leiserson, Ronald L Rivest, and Clifford Stein · 2009

Earlier work this paper cites.

Neural turing machines

Original

Alex Graves, Greg Wayne, and Ivo Danihelka · 2014

Earlier work this paper cites.

Neural gpus learn algorithms

Original

Łukasz Kaiser and Ilya Sutskever · 2015

Earlier work this paper cites.

Neural random-access machines

Original

Karol Kurach, Marcin Andrychowicz, and Ilya Sutskever · 2015

Cited alongside, same era.

Neural programmer-interpreters

Original

Scott Reed and Nando De Freitas · 2015

Cited alongside, same era.

TreeQN and ATreeC: Differentiable tree-structured models for deep reinforcement learning

Original

Gregory Farquhar, Tim Rocktäschel, Maximilian Igl, and Shimon Whiteson · 2017

Cited alongside, same era.

Neural execution of graph algorithms

Original

Petar Veličković, Rex Ying, Matilde Padovano, Raia Hadsell, and Charles Blundell · 2019

Cited alongside, same era.

XLVIN: eXecuted Latent Value Iteration Nets

Original

Andreea Deac, Petar Veličković, Ognjen Milinković, Pierre-Luc Bacon, Jian Tang, and Mladen Nikolić · 2020

Later among the works it cites.

Strong generalization and efficiency in neural programs

Original

Yujia Li, Felix Gimeno, Pushmeet Kohli, and Oriol Vinyals · 2020

Later among the works it cites.

Pointer Graph Networks

Original

Petar Veličković, Lars Buesing, Matthew C Overlan, Razvan Pascanu, Oriol Vinyals, and Charles Blundell · 2020

Later among the works it cites.

Combinatorial optimization and reasoning with graph neural networks

Original

Quentin Cappart, Didier Chételat, Elias Khalil, Andrea Lodi, Christopher Morris, and Petar Veličković · 2021

Closest in time.