Jaeyeon Won

According to our database, Jaeyeon Won authored at least 10 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums.

Jaeyeon Won, Willow Ahrens, Saman P. Amarasinghe, Joel S. Emer

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

The Continuous Tensor Abstraction: Where Indices Are Real.

Jaeyeon Won, Willow Ahrens, Teodoro Fields Collin, Joel S. Emer, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2025

2024

The Continuous Tensor Abstraction: Where Indices are Real.

Jaeyeon Won, Willow Ahrens, Joel S. Emer, Saman P. Amarasinghe

CoRR, 2024

2023

Unified Convolution Framework: A compiler-based approach to support sparse convolutions.

Jaeyeon Won, Changwan Hong, Charith Mendis, Joel S. Emer, Saman P. Amarasinghe

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

WACO: Learning Workload-Aware Co-optimization of the Format and Schedule of a Sparse Tensor Program.

Jaeyeon Won, Charith Mendis, Joel S. Emer, Saman P. Amarasinghe

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

The Sparse Abstract Machine.

Olivia Hsu, Maxwell Strange, Ritvik Sharma, Jaeyeon Won, Kunle Olukotun, Joel S. Emer, Mark A. Horowitz, Fredrik Kjølstad

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware.

Jaeyeon Won, Jeyeon Si, Sam Son, Tae Jun Ham, Jae W. Lee

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2020

IIU: Specialized Architecture for Inverted Index Search.

Jun Heo, Jaeyeon Won, Yejin Lee, Shivam Bharuka, Jaeyoung Jang, Tae Jun Ham, Jae W. Lee

Proceedings of the ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, 2020

2019

Charon: Specialized Near-Memory Processing Architecture for Clearing Dead Objects in Memory.

Jaeyoung Jang, Jun Heo, Yejin Lee, Jaeyeon Won, Seonghak Kim, Sungjun Jung, Hakbeom Jang, Tae Jun Ham, Jae W. Lee

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

2017

Approaches to Successful Entry of the Ride-sharing Service for Startups.

Sungkyu Park, Jaram Park, Suyeon Cho, Jaeyeon Won

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017