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Career
·
PhD Student
,
University of Waterloo
2023–
·
Intern
,
Huawei's Noah's Ark Lab
2022–
Publications
(8)
Mitigating Data Heterogeneity in Federated Learning with Data Augmentation
arXiv.org · 2022
34
cited
Simulation of Graph Algorithms with Looped Transformers
International Conference on Machine Learning · 2024
26
cited
Positional Attention: Expressivity and Learnability of Algorithmic Computation
2024
5
cited
Positional Attention: Out-of-Distribution Generalization and Expressivity for Neural Algorithmic Reasoning
arXiv.org · 2024
2
cited
Learning to Add, Multiply, and Execute Algorithmic Instructions Exactly with Neural Networks
2025
1
cited
Local Graph Clustering with Noisy Labels
International Conference on Learning Representations · 2023
1
cited
Learning to Execute Graph Algorithms Exactly with Graph Neural Networks
2026
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Artur Back de Luca | Researcher Profile | Sotabase | Sotabase