Gina Sohn

According to our database, Gina Sohn authored at least 7 papers between 2021 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

Streaming Tensor Programs: A Streaming Abstraction for Dynamic Parallelism.

Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun

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

2025

Streaming Tensor Program: A streaming abstraction for dynamic parallelism.

Gina Sohn, Genghan Zhang, Konstantin Hoßfeld, Jungwoo Kim, Nathan Sobotka, Nathan Zhang, Olivia Hsu, Kunle Olukotun

CoRR, November, 2025

2024

Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow.

Gina Sohn, Nathan Zhang, Kunle Olukotun

CoRR, 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

2022

ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse.

Jongmin Kim, Gwangho Lee, Sangpyo Kim, Gina Sohn, Minsoo Rhu, John Kim, Jung Ho Ahn

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

2021

Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs.

Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee

Proceedings of the 19th USENIX Conference on File and Storage Technologies, 2021