2 papers
cs.DC2026
Parallel Sparse Outputs for Tensor Compilers
Adrian Gushin, Pau Sum, Willow Ahrens
Sparse tensor compilers are commonly used high-performance tools that optimize tensor algebra programs over notoriously complex sparse data structures. Despite the ever-increasing…
cs.MS2026
WingSpan: Concurrency and Dependence for Sparse and Structured Tensor Compilers
Adrian Gushin, Sang Yoon Kim, Willow Ahrens
Sparse tensors represent data that is mostly zero or some other compressible fill pattern. Such datasets can be massive, so optimized tensor algebra libraries and compilers have be…