Rubens Lacouture

According to our database, Rubens Lacouture authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Sieve: Dynamic Expert-Aware PIM Acceleration for Evolving Mixture-of-Experts Models.

Jungwoo Kim, Rubens Lacouture, Genghan Zhang, Gina Sohn, Qizheng Zhang, Swapnil Gandhi, Christos Kozyrakis, Kunle Olukotun

CoRR, May, 2026

Partitioning Unstructured Sparse Tensor Algebra for Load-Balanced Parallel Execution.

Atharva Chougule, Alexander J. Root, Rubens Lacouture, Bobby Yan, Rohan Yadav, Fredrik Kjolstad

CoRR, April, 2026

FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow.

Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu

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

2025

A Probabilistic Perspective on Tiling Sparse Tensor Algebra.

Ritvik Sharma, Zi Yu Xue, Nathan Zhang, Rubens Lacouture, Fredrik Kjolstad, Sara Achour, Mark Horowitz

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

2024

The Dataflow Abstract Machine Simulator Framework.

Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023

BaCO: A Fast and Portable Bayesian Compiler Optimization Framework.

Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi

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