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Institution

North Carolina State University
Contributors
Michela Becchi
Srikar Chundury
Gavin Conant
Jonah Ghebremichael
Guangxing Hu
Jiajia Li
Zecheng Li
Frank Mueller
Reece Neff
Logan Williams
Session Chairs
Michela Becchi
Jiajia Li
SC Workshop Organizer: IA^3
Michela Becchi
HPC for Machine Learning Conflict Chair
Jiajia Li
HPC for Machine Learning Member
Jiajia Li
Xipeng Shen
Performance Measurement, Modeling, & Tools Member
Xu Liu
Reproducibility Member
Yueming Hao
SC Workshop Committee Member: AI4S
Jiajia Li
SC Workshop Committee Member: CANOPIE HPC
Qidong Zhao
SC Workshop Committee Member: Correctness
John Baugh
SC Workshop Committee Member: IA^3
Jiajia Li
Reece Neff
Security Chair
Eric Sills
Presentations
Workshop
A Comparative Survey: Reusing Small Pre-Trained Models for Efficient Large Model Training
Artificial Intelligence/Machine Learning
W
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
A Zero-Copy Storage with Metadata-Driven File Management Using Persistent Memory
TP
XO/EX
Doctoral Showcase
Posters
Algorithmic and Optimization Techniques for Graph Applications in Heterogeneous Systems at Scale
TP
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
Algorithmic Patterns from Computational Biology for Proxy Application Development and Co-Design
TP
XO/EX
Workshop
Concluding Remarks
Graph Algorithms
Heterogeneous Computing
Programming Frameworks and System Software
W
Workshop
Invited Talk: Discussion on Hash-Table Approaches for Efficient Sparse Tensor Contraction
Graph Algorithms
Heterogeneous Computing
Programming Frameworks and System Software
W
ACM Student Research Competition: Graduate Poster
ACM Student Research Competition: Undergraduate Poster
Doctoral Showcase
Posters
PINE: Efficient Yet Effective Piecewise Linear Trees
TP
XO/EX
Posters
QFw: A Quantum Framework for Large-Scale HPC Ecosystems
TP
Workshop
Welcome and Introduction
Graph Algorithms
Heterogeneous Computing
Programming Frameworks and System Software
W
Sessions
Workshop
IA^3 2024 - 14th Workshop on Irregular Applications: Architectures & Algorithms
Graph Algorithms
Heterogeneous Computing
Programming Frameworks and System Software
W
Paper
Sparse Matrix Computations
Algorithms
Artificial Intelligence/Machine Learning
Graph Algorithms
Linear Algebra
TP