PLDI 2025
Mon 16 - Fri 20 June 2025 Seoul, South Korea

Dates
Mon 16 Jun 2025
Rooms
Cosmos
Tracks
Sparse
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This program is tentative and subject to change.

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Mon 16 Jun

Displayed time zone: Seoul change

09:00 - 10:10
Session 1Sparse at Cosmos
09:00
20m
Talk
Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums
Sparse
Saman Amarasinghe Massachusetts Institute of Technology
09:20
20m
Talk
Intelligent Auto-Tuning for High-Performance Sparse Tensor Algebra
Sparse
Jiajia Li North Carolina State University
09:40
20m
Talk
Loop Fusion in Matrix Multiplications with Sparse Dependence
Sparse
Kazem Cheshmi McMaster University
10:00
10m
Talk
Panel 1
Sparse
Saman Amarasinghe Massachusetts Institute of Technology, Kazem Cheshmi McMaster University, Jiajia Li North Carolina State University
10:30 - 12:00
Session 2Sparse at Cosmos
10:30
20m
Talk
Optimizations and abstractions for sparse machine learning
Sparse
Charith Mendis University of Illinois at Urbana-Champaign
10:50
20m
Talk
Distributed Sparse Computing with Legate Sparse
Sparse
Rohan Yadav Stanford University
11:10
20m
Talk
Optimizing Recursive Sparse Computations
Sparse
Amir Shaikhha University of Edinburgh
11:30
20m
Talk
Panel 2
Sparse
Charith Mendis University of Illinois at Urbana-Champaign, Rohan Yadav Stanford University, Amir Shaikhha University of Edinburgh
14:00 - 15:20
Session 3Sparse at Cosmos
14:00
20m
Talk
PyData/Sparse & Finch: extending sparse computing in the Python ecosystem
Sparse
Hameer Abbasi Quansight, Mateusz Sokol Quansight Labs
14:20
20m
Talk
Compiling and Compressing Structured Tensors
Sparse
14:40
20m
Talk
Sparsity-Aware Autoscheduling for Numpy with Finch and Galley
Sparse
Willow Ahrens Massachusetts Institute of Technology
15:00
20m
Talk
Panel 3
Sparse
Hameer Abbasi Quansight, Emilien Bauer , Willow Ahrens Massachusetts Institute of Technology, Mateusz Sokol Quansight Labs
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