Giulia Guidi

Prof Asst
Computer Science DEPT · BCIS

Giulia Guidi serves as Assistant Professor in Computer Science at Cornell University.

Recent Papers (8)
2026-09-12 · bioRxiv (Cold Spring Harbor Laboratory) · Genetics
Sparse Linear Algebra Accelerates Genotype Representation Graph Computation at Biobank Scale
Adam R. BoykoProf Assoc, Biomedical and Translational Sciences DEPT · CVM
Shaila MusharoffProf Asst, Computational Biology · CALS
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2026-07-02 · arXiv (Cornell University) · Computer Vision and Pattern Recognition
Communication-Avoiding SpGEMM via Trident Partitioning on Hierarchical GPU Interconnect
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2026-06-16 · arXiv (Cornell University) · Artificial Intelligence
Mixed-Precision Communication-Avoiding SGD for Generalized Linear Models on GPUs
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2026-05-25 · Hardware and Architecture
Communication-Avoiding Linear Algebraic Kernel K-Means on GPUs
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2026-04-21 · ArXiv.org · Hardware and Architecture
Ocean: Fast Estimation-Based Sparse General Matrix-Matrix Multiplication on GPU
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2025-05-03
Parallel GPU-Enabled Algorithms for SpGEMM on Arbitrary Semirings with Hybrid Communication
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2025-02-28
Popcorn: Accelerating Kernel K-means on GPUs through Sparse Linear Algebra
Giulia GuidiProf Asst, Computer Science DEPT · BCIS
2024-08-08
High-Performance Sorting-Based K-mer Counting in Distributed Memory with Flexible Hybrid Parallelism
Giulia GuidiProf Asst, Computer Science DEPT · BCIS