Neural Algorithmic Reasoning with Causal Regularisation

20 February 2023

Papers citing "Neural Algorithmic Reasoning with Causal Regularisation"

26 / 26 papers shown

Title
AlgoPilot: Fully Autonomous Program Synthesis Without Human-Written Programs Xiaoxin Yin 39 0 0 11 Jan 2025
Open-Book Neural Algorithmic Reasoning Hefei Li Chao Peng Chenyang Xu Zhengfeng Yang LRM 43 0 0 03 Jan 2025
Are Large-Language Models Graph Algorithmic Reasoners? Alexander K. Taylor Anthony Cuturrufo Vishal Yathish Mingyu Derek Ma Wei Wang LRM 37 0 0 29 Oct 2024
Deep Equilibrium Algorithmic Reasoning Dobrik Georgiev JJ Wilson Davide Buffelli Pietro Lio' 19 0 0 19 Oct 2024
Positional Attention: Expressivity and Learnability of Algorithmic Computation Artur Back de Luca George Giapitzakis Shenghao Yang Petar Veličković K. Fountoulakis 29 1 0 02 Oct 2024
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks Zepeng Zhang Olga Fink GNN 24 1 0 05 Aug 2024
Spatio-Temporal Graphical Counterfactuals: An Overview Mingyu Kang Duxin Chen Ziyuan Pu Jianxi Gao Wenwu Yu CML 18 1 0 02 Jul 2024
Transformers meet Neural Algorithmic Reasoners Wilfried Bounsi Borja Ibarz Andrew Dudzik Jessica B. Hamrick Larisa Markeeva Alex Vitvitskyi Razvan Pascanu Petar Veličković NAI AI4CE LRM 23 5 0 13 Jun 2024
The CLRS-Text Algorithmic Reasoning Language Benchmark Larisa Markeeva Sean McLeish Borja Ibarz Wilfried Bounsi Olga Kozlova Alex Vitvitskyi Charles Blundell Tom Goldstein Avi Schwarzschild Petar Veličković LRM 18 12 0 06 Jun 2024
Graph Neural Networks for Binary Programming Moshe Eliasof Eldad Haber GNN 19 0 0 07 Apr 2024
Benchmarking ChatGPT on Algorithmic Reasoning Sean McLeish Avi Schwarzschild Tom Goldstein AI4MH LRM 21 4 0 04 Apr 2024
On the Markov Property of Neural Algorithmic Reasoning: Analyses and Methods Montgomery Bohde Meng Liu Alexandra Saxton Shuiwang Ji OOD 19 8 0 07 Mar 2024
Discrete Neural Algorithmic Reasoning Gleb Rodionov Liudmila Prokhorenkova OOD NAI 29 3 0 18 Feb 2024
The Deep Equilibrium Algorithmic Reasoner Dobrik Georgiev Pietro Lió Davide Buffelli 73 0 0 09 Feb 2024
Simulation of Graph Algorithms with Looped Transformers Artur Back de Luca K. Fountoulakis 43 14 0 02 Feb 2024
SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning Julian Minder Florian Grötschla Joël Mathys Roger Wattenhofer 17 8 0 21 Sep 2023
Parallel Algorithms Align with Neural Execution Valerie Engelmayer Dobrik Georgiev Petar Velickovic 19 7 0 08 Jul 2023
Recursive Algorithmic Reasoning Jonas Jürß D. Jayalath Petar Velickovic 17 7 0 01 Jul 2023
Asynchronous Algorithmic Alignment with Cocycles Andrew Dudzik Tamara von Glehn Razvan Pascanu Petar Velivcković 26 9 0 27 Jun 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 20 10 0 23 Jun 2023
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 38 26 0 01 Nov 2022
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 151 86 0 31 May 2022
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs Yangze Zhou Gitta Kutyniok Bruno Ribeiro OODD AI4CE 70 37 0 30 May 2022
Noether Networks: Meta-Learning Useful Conserved Quantities Ferran Alet Dylan D. Doblar Allan Zhou J. Tenenbaum Kenji Kawaguchi Chelsea Finn 48 26 0 06 Dec 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 161 1,095 0 27 Apr 2021
From Local Structures to Size Generalization in Graph Neural Networks Gilad Yehudai Ethan Fetaya E. Meirom Gal Chechik Haggai Maron GNN AI4CE 125 112 0 17 Oct 2020