Jih-Ye Lee

GSPARC: A Mode-Aware GPU-Based Method for Large-Scale Sparse Tensor Contraction

Sparse tensor contraction (SpTC) is a core operation for high-order sparse data analytics in recommendation, knowledge graph analytics, large-scale tensor mining, and scientific computing. Existing methods are limited by SpTC-misaligned representations, overlapping outputs across partitions, and memory-inefficient accu...