Sunghyeon Woo

According to our database, Sunghyeon Woo authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation.

Sunghyeon Woo, Baeseong Park, Byeongwook Kim, Minjung Jo, Sejung Kwon, Dongsuk Jeon, Dongsoo Lee

CoRR, 2024

ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models.

Sunghyeon Woo, Sunwoo Lee, Dongsuk Jeon

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning with Auxiliary Activation for Memory-Efficient Training.

Sunghyeon Woo, Dongsuk Jeon

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection.

Sunghyeon Woo, Jeongwoo Park, Jiwoo Hong, Dongsuk Jeon

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021