Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection. - Sunghyeon Woo; Jeongwoo Park; Jiwoo Hong; Dongsuk Jeon (NeurIPS, 2021)

Learning with Auxiliary Activation for Memory-Efficient Training. - Sunghyeon Woo; Dongsuk Jeon (ICLR, 2023)

ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models. - Sunghyeon Woo; Sunwoo Lee 005; Dongsuk Jeon (ICLR, 2024)

DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation. - Sunghyeon Woo; Baeseong Park; Byeongwook Kim; Minjung Jo; Se Jung Kwon; Dongsuk Jeon; Dongsoo Lee (NeurIPS, 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)

PaCA: Partial Connection Adaptation for Efficient Fine-Tuning. - Sunghyeon Woo; Sol Namkung; Sunwoo Lee 005; Inho Jeong; Beomseok Kim; Dongsuk Jeon (ICLR, 2025)