Vin Huang

Vin Huang is a software engineer in AMD’s AI group, with a focus on high‑performance computing and sparse linear algebra. He works on hipSPARSELt, a library that uses AMD Matrix Core Instructions to accelerate 2:4 semi‑structured sparsity matrix multiplication on AMD CDNA‑series GPUs.

Posts by Vin Huang

Unlocking Sparse Acceleration on AMD GPUs with hipSPARSELt

This blog post introduces semi-structured sparsity technology supported on AMD systems and explains how to use the corresponding library to leverage its benefit.

February 17, 2026 by Vin Huang, Carson Liao