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Sun 18 Jun

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09:00 - 11:00
09:00
5m
Day opening
Introduction
CTSTA
Fredrik Kjolstad Stanford University
09:05
15m
Talk
Software and Hardware for Sparse ML
CTSTA
Fredrik Kjolstad Stanford University
09:20
15m
Talk
Integrating Data Layout into Compilers and Code Generators
CTSTA
Mary Hall University of Utah
09:35
15m
Talk
Tackling the challenges of high-performance graph analytics at compiler level
CTSTA
Gokcen Kestor Pacific Northwest National Laboratory
09:50
10m
Panel
Discussion
CTSTA

10:00
5m
Break
BreakSocial
CTSTA

10:05
15m
Talk
Challenges and Opportunities for Sparse Compilers in LLM
CTSTA
Zihao Ye University of Washington
10:20
15m
Talk
The Sparse Abstract Machine
CTSTA
Olivia Hsu Stanford University
10:35
15m
Talk
TeAAL: A Declarative Framework for Modeling Sparse Tensor Accelerators
CTSTA
Nandeeka Nayak University of Illinois at Urbana-Champaign
10:50
10m
Panel
Discussion
CTSTA

11:20 - 12:30
11:20
15m
Talk
Accelerating Sparse Matrix Computations with Code Specialization
CTSTA
Maryam Mehri Dehnavi University of Toronto
11:35
15m
Talk
A General Distributed Framework for Contraction of a Sparse Tensor with a Tensor Network
CTSTA
Raghavendra Kanakagiri University of Illinois Urbana-Champaign
11:50
15m
Talk
Automatic Differentiation for Sparse TensorsVirtual
CTSTA
Amir Shaikhha University of Edinburgh
12:05
15m
Talk
Compiler Support for Structured Data
CTSTA
Saman Amarasinghe Massachusetts Institute of Technology
12:20
10m
Panel
Discussion
CTSTA

14:00 - 15:30
14:00
15m
Talk
Learning workload-aware cost model for sparse tensor program
CTSTA
Jaeyeon Won Massachusetts Institute of Technology
14:15
15m
Talk
Autoscheduling for Sparse Tensor Contraction
CTSTA
Kirshanthan Sundararajah Purdue University
14:30
10m
Panel
Discussion
CTSTA

14:40
15m
Talk
Fantastic Sparse Masks and Where to Find Them
CTSTA
Shiwei Liu The University of Texas at Austin, Texas, USA
14:55
15m
Talk
Moving the MLIR Sparse Compilation Pipeline into ProductionVirtual
CTSTA
Aart Bik Google, Inc., Peiming Liu Google Inc
15:10
15m
Panel
Discussion
CTSTA

15:25
5m
Day closing
Closing
CTSTA
Fredrik Kjolstad Stanford University, Saman Amarasinghe Massachusetts Institute of Technology
16:00 - 17:50
16:00
1h50m
Poster
Poster Session and Free-Form Discussion
CTSTA