Upasana Sridhar

12 papers Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Gen-AI in a Bottle: Experiments with LLMs to Generate HPC Kernels.
IPDPS (Workshops)
Upasana Sridhar, Elliott Binder, Tze Meng Low
2024 — conf
Linear Algebra Approach for Directed Triad Counting and Enumeration.
SC Workshops
Yuttapichai Kerdcharoen, Upasana Sridhar, Orathai Sangpetch, Tze Meng Low
2024 J jnl
SMaLL: Software for Rapidly Instantiating Machine Learning Libraries.
ACM Trans. Embed. Comput. Syst.
Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz
2023 — conf
Exploiting Fusion Opportunities in Linear Algebraic Graph Query Engines.
HPEC
Yuttapichai Kerdcharoen, Upasana Sridhar, Tze Meng Low
2023 J jnl
Reformulating the direct convolution for high-performance deep learning inference on ARM processors.
J. Syst. Archit.
Sergio Barrachina, Adrián Castelló, Manuel F. Dolz, Tze Meng Low, Héctor Martínez, Enrique S. Quintana-Ortí, Upasana Sridhar, Andrés E. Tomás
2023 J jnl
SMaLL: A Software Framework for portable Machine Learning Libraries.
CoRR
Upasana Sridhar, Nicholai Tukanov, Elliott Binder, Tze Meng Low, Scott McMillan, Martin D. Schatz
2021 — conf
Fusing Non Element-wise Layers in DNNs.
HPEC
Upasana Sridhar, Tze Meng Low, Martin D. Schatz
2020 — conf
Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite.
IISWC
Ariful Azad, Mohsen Mahmoudi Aznaveh, Scott Beamer, Mark P. Blanco, Jinhao Chen, Luke D'Alessandro, Roshan Dathathri, Timothy A. Davis, Kevin Deweese, Jesun Firoz, Henry A. Gabb, Gurbinder Gill, Bálint Hegyi, Scott P. Kolodziej, Tze Meng Low, Andrew Lumsdaine, Tugsbayasgalan Manlaibaatar, Timothy G. Mattson, Scott McMillan, Ramesh Peri, Keshav Pingali, Upasana Sridhar, Gábor Szárnyas, Yunming Zhang, Yongzhe Zhang
2019 — conf
Delta-Stepping SSSP: From Vertices and Edges to GraphBLAS Implementations.
IPDPS Workshops
Upasana Sridhar, Mark P. Blanco, Rahul Mayuranath, Daniele G. Spampinato, Tze Meng Low, Scott McMillan
2019 J jnl
Delta-stepping SSSP: from Vertices and Edges to GraphBLAS Implementations.
CoRR
Upasana Sridhar, Mark P. Blanco, Rahul Mayuranath, Daniele G. Spampinato, Tze Meng Low, Scott McMillan
2019 — conf
Linear algebraic depth-first search.
ARRAY@PLDI
Daniele G. Spampinato, Upasana Sridhar, Tze Meng Low
2018 — conf
Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices.
HPEC
Tze Meng Low, Daniele G. Spampinato, Anurag Kutuluru, Upasana Sridhar, Doru-Thom Popovici, Franz Franchetti, Scott McMillan