3 papers
cs.CL2026
ChemCLIR-Bench: Benchmarking Cross-Lingual Information Retrieval in Multilingual Chemical Patents
Mahdi Astaraki, Mohammad Khodadad, Reza Namazi +4
Cross-lingual information retrieval (CLIR) is increasingly important in multi-national industries, where critical technical evidence may exist in a different language than the quer…
cs.LG2022
SMGRL: Scalable Multi-resolution Graph Representation Learning
Reza Namazi, Elahe Ghalebi, Sinead Williamson +1
Graph convolutional networks (GCNs) allow us to learn topologically-aware node embeddings, which can be useful for classification or link prediction. However, they are unable to ca…
math.NA2020
GL-Coarsener: A Graph representation learning framework to construct coarse grid hierarchy for AMG solvers
Reza Namazi, Arsham Zolanvari, Mahdi Sani +1
In many numerical schemes, the computational complexity scales non-linearly with the problem size. Solving a linear system of equations using direct methods or most iterative metho…