Olivia Hsu

27 papers A* 1A 2Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A conf
Ember: A Compiler for Embedding Operations on Decoupled Access-Execute Architectures.
CGO
Marco Siracusa, Olivia Hsu, Víctor Soria Pardos, Joshua Randall, Arnaud Grasset, Eric Biscondi, Douglas J. Joseph, Randy Allen, Fredrik Kjolstad, Miquel Moretó Planas, Adrià Armejach
2026 — conf
FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow.
ASPLOS (2)
Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2026 J jnl
Onyx: A 12-nm Programmable Accelerator for Dense and Sparse Applications.
IEEE J. Solid State Circuits
Kalhan Koul, Olivia Hsu, Yuchen Mei, Sai Gautham Ravipati, Maxwell Strange, Jackson Melchert, Alex Carsello, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Zhouhua Xie, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2026 — conf
Streaming Tensor Programs: A Streaming Abstraction for Dynamic Parallelism.
ASPLOS (2)
Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun
2025 A* conf
Adaptive Self-improvement LLM Agentic System for ML Library Development.
ICML
Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
2025 J jnl
Adaptive Self-improvement LLM Agentic System for ML Library Development.
CoRR
Genghan Zhang, Weixin Liang, Olivia Hsu, Kunle Olukotun
2025 J jnl
Designing Programmable Accelerators for Sparse Tensor Algebra.
IEEE Micro
Kalhan Koul, Zhouhua Xie, Maxwell Strange, Sai Gautham Ravipati, Bo-Wun Cheng, Olivia Hsu, Po-Han Chen, Mark Horowitz, Fredrik Kjolstad, Priyanka Raina
2025 J jnl
Ember: A Compiler for Efficient Embedding Operations on Decoupled Access-Execute Architectures.
CoRR
Marco Siracusa, Olivia Hsu, Víctor Soria Pardos, Joshua Randall, Arnaud Grasset, Eric Biscondi, Douglas J. Joseph, Randy Allen, Fredrik Kjolstad, Miquel Moretó Planas, Adrià Armejach
2025 J jnl
FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow.
CoRR
Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2025 A conf
Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture.
CGO
Olivia Hsu, Alexander Rucker, Tian Zhao, Varun Desai, Kunle Olukotun, Fredrik Kjolstad
2025 J jnl
Streaming Tensor Program: A streaming abstraction for dynamic parallelism.
CoRR
Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun
2024 J jnl
Compilation of Modular and General Sparse Workspaces.
CoRR
Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
2024 J jnl
Compilation of Modular and General Sparse Workspaces.
Proc. ACM Program. Lang.
Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
2024 J jnl
DFModel: Design Space Optimization of Large-Scale Systems Exploiting Dataflow Mappings.
CoRR
Sho Ko, Nathan Zhang, Olivia Hsu, Ardavan Pedram, Kunle Olukotun
2024 — conf
Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications.
VLSI Technology and Circuits
Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2024 — conf
Onyx: A Programmable Accelerator for Sparse Tensor Algebra.
HCS
Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2023 — conf
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework.
ASPLOS (4)
Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2023 J jnl
Fully Integrated Electronic-Photonic Ultrasound Receiver Array for Endoscopic Applications in a Zero-Change 45-nm CMOS-SOI Process.
IEEE J. Solid State Circuits
Panagiotis G. Zarkos, Sidney Buchbinder, Christos G. Adamopoulos, Sarika Madhvapathy, Olivia Hsu, Jake Whinnery, Pavan Bhargava, Vladimir Stojanovic
2023 — conf
Inclusive Study Group Formation at Scale.
SIGCSE (1)
Sumer Kohli, Neelesh Ramachandran, Ana Tudor, Gloria Tumushabe, Olivia Hsu, Gireeja Ranade
2023 J jnl
Mosaic: An Interoperable Compiler for Tensor Algebra.
Proc. ACM Program. Lang.
Manya Bansal, Olivia Hsu, Kunle Olukotun, Fredrik Kjolstad
2023 — conf
The Sparse Abstract Machine.
ASPLOS (3)
Olivia Hsu, Maxwell Strange, Ritvik Sharma, Jaeyeon Won, Kunle Olukotun, Joel S. Emer, Mark A. Horowitz, Fredrik Kjølstad
2022 J jnl
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework.
CoRR
Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2022 J jnl
Inclusive Study Group Formation At Scale.
CoRR
Sumer Kohli, Neelesh Ramachandran, Ana Tudor, Gloria Tumushabe, Olivia Hsu, Gireeja Ranade
2022 J jnl
Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture.
CoRR
Olivia Hsu, Alexander Rucker, Tian Zhao, Kunle Olukotun, Fredrik Kjolstad
2022 J jnl
The Sparse Abstract Machine.
CoRR
Olivia Hsu, Maxwell Strange, Jaeyeon Won, Ritvik Sharma, Kunle Olukotun, Joel S. Emer, Mark Horowitz, Fredrik Kjolstad
2021 J jnl
Compilation of sparse array programming models.
Proc. ACM Program. Lang.
Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad
2021 — conf
Fully Integrated Electronic-Photonic Ultrasound Receiver Array for Endoscopic Imaging Applications in a Zero-Change 45nm CMOS-SOI Process.
VLSI Circuits
Panagiotis G. Zarkos, Sidney Buchbinder, Christos G. Adamopoulos, Sarika Madhvapathy, Olivia Hsu, Jake Whinnery, Pavan Bhargava, Vladimir Stojanovic