Gina Sohn

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Privacy Preserving

Training Dataset

Homomorphic Encryption

Gaussian Kernels

Top Venues

Publications

Gina Sohn, Nathan Zhang, Kunle Olukotun
Implementing and Optimizing the Scaled Dot-Product Attention on Streaming Dataflow. CoRR (2024)
Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun
The Dataflow Abstract Machine Simulator Framework. ISCA (2024)
Jongmin Kim, Gwangho Lee, Sangpyo Kim, Gina Sohn, John Kim, Minsoo Rhu, Jung Ho Ahn
ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse. CoRR (2022)
Jongmin Kim, Gwangho Lee, Sangpyo Kim, Gina Sohn, Minsoo Rhu, John Kim, Jung Ho Ahn
ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse. MICRO (2022)
Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs. FAST (2021)