Showing 2025Show all
2 papers · 1 filter
cs.DC2025
Distributed-memory Algorithms for Sparse Matrix Permutation, Extraction, and Assignment
Elaheh Hassani, Md Taufique Hussain, Ariful Azad
We present scalable distributed-memory algorithms for sparse matrix permutation, extraction, and assignment. Our methods follow an Identify-Exchange-Build (IEB) strategy where each…
cs.LG2025
SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix Operations
Md Saidul Hoque Anik, Ariful Azad
Knowledge graph (KG) learning offers a powerful framework for generating new knowledge and making inferences. Training KG embedding can take a significantly long time, especially f…