DESILO Launches World's First Fully Homomorphic Encryption Library Integrating 5th-Generation FHE Scheme 'GL', Accelerating the Era of Private AI

DESILO, a pioneering deep-tech company specializing in privacy-enhancing technologies, has announced the release of the world's first Fully Homomorphic Encryption (FHE) library to seamlessly integrate ...
IEEE

Toward Greener Matrix Operations by Lossless Compressed Formats

Abstract: Sparse matrix-vector multiplication (SpMV) is a fundamental operation in machine learning, scientific computing, and graph algorithms. In this paper, we investigate the space, time, and ...
IEEE

Optimizing High-Level Synthesis Sparse Matrix-Vector Kernel for Alveo FPGAs

Abstract: Sparse matrix-vector multiplication (SpMV) is a critical kernel in scientific computing and high-performance applications, yet it remains challenging to optimize due to irregular memory ...