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Olivia Hsu
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Compilation of sparse array programming models
R Henry, O Hsu, R Yadav, S Chou, K Olukotun, S Amarasinghe, ...
Proceedings of the ACM on Programming Languages 5 (OOPSLA), 1-29, 2021
342021
The sparse abstract machine
O Hsu, M Strange, R Sharma, J Won, K Olukotun, JS Emer, MA Horowitz, ...
Proceedings of the 28th ACM International Conference on Architectural …, 2023
332023
Baco: A fast and portable Bayesian compiler optimization framework
EO Hellsten, A Souza, J Lenfers, R Lacouture, O Hsu, A Ejjeh, F Kjolstad, ...
Proceedings of the 28th ACM International Conference on Architectural …, 2023
162023
Ring resonator based ultrasound detection in a zero-change advanced cmos-soi process
P Zarkos, O Hsu, V Stojanović
CLEO: Science and Innovations, JW2A. 78, 2019
132019
Mosaic: An interoperable compiler for tensor algebra
M Bansal, O Hsu, K Olukotun, F Kjolstad
Proceedings of the ACM on Programming Languages 7 (PLDI), 394-419, 2023
122023
Inclusive study group formation at scale
S Kohli, N Ramachandran, A Tudor, G Tumushabe, O Hsu, G Ranade
Proceedings of the 54th ACM Technical Symposium on Computer Science …, 2023
72023
Fully Integrated Electronic-Photonic Ultrasound Receiver Array for Endoscopic Applications in a Zero-Change 45-nm CMOS-SOI Process
P Zarkos, S Buchbinder, C Adamopoulos, S Madhvapathy, O Hsu, ...
IEEE Journal of Solid-State Circuits 58 (6), 1719-1734, 2022
62022
Stardust: Compiling sparse tensor algebra to a reconfigurable dataflow architecture
O Hsu, A Rucker, T Zhao, K Olukotun, F Kjolstad
arXiv preprint arXiv:2211.03251, 2022
62022
Fully integrated electronic-photonic ultrasound receiver array for endoscopic imaging applications in a zero-change 45nm CMOS-SOI process
P Zarkos, S Buchbinder, C Adamopoulos, S Madhvapathy, O Hsu, ...
2021 Symposium on VLSI Circuits, 1-2, 2021
62021
Monolithically integrated electronic-photonic ultrasound receiver using microring resonator
P Zarkos, S Buchbinder, C Adamopoulos, O Hsu, S Madhvapathy, ...
2021 Conference on Lasers and Electro-Optics (CLEO), 1-2, 2021
52021
Compilation of Modular and General Sparse Workspaces
G Zhang, O Hsu, F Kjolstad
Proceedings of the ACM on Programming Languages 8 (PLDI), 1213-1238, 2024
12024
Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications
K Koul, M Strange, J Melchert, A Carsello, Y Mei, O Hsu, T Kong, ...
2024 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2024
12024
Adaptive Self-improvement LLM Agentic System for ML Library Development
G Zhang, W Liang, O Hsu, K Olukotun
arXiv preprint arXiv:2502.02534, 2025
2025
DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings
S Ko, N Zhang, O Hsu, A Pedram, K Olukotun
arXiv preprint arXiv:2412.16432, 2024
2024
Onyx: A Programmable Accelerator for Sparse Tensor Algebra
K Koul, M Strange, J Melchert, A Carsello, Y Mei, O Hsu, T Kong, ...
2024 IEEE Hot Chips 36 Symposium (HCS), 1-91, 2024
2024
Challenges with Hardware-Software Co-design for Sparse Machine Learning on Streaming Dataflow
R Lacouture, O Hsu, K Olukotun, F Kjolstad
Interpretable & Actionable Models using Attribute & Uncertainty Information
YS Tang, MA Uy, O Hsu
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Articles 1–17