I Built a 60-Million-User Company by Obsessing Over My Team — Here’s Why It Worked.

My company's biggest breakthroughs came not from technology or capital, but from building a team rooted in ownership, ...
IEEE

IrGEMM: An Input-Aware Tuning Framework for Irregular GEMM on ARM and X86 CPUs

Abstract: The matrix multiplication algorithm is a fundamental numerical technique in linear algebra and plays a crucial role in many scientific computing applications. Despite the high performance of ...
IEEE

FSpGEMM: A Framework for Accelerating Sparse General Matrix–Matrix Multiplication Using Gustavson’s Algorithm on FPGAs

Abstract: General sparse matrix–matrix multiplication (SpGEMM) is integral to many high-performance computing (HPC) and machine learning applications. However, prior field-programmable gate array ...