Yujie Zhang

SEP 3, 2026 · PREPRINT

Para-Pipe: Exploiting Hierarchical Operator Parallelism of ML Computational Graphs on SoCs

arXiv

This is a systems computer science paper presenting a novel optimization framework for edge ML inference, not a clinical or biomedical study; it reports engineering design and performance benchmarking on hardware without peer review.