Dongsuk Jeon

6 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🔥 Unstoppable (5)

Conferences

ICLR (4) NIPS (2)

Top co-authors

Sunghyeon Woo (5) Sunwoo Lee (3) Jeongwoo Park (2) Beomseok Kim (1) Baesung Park (1) Minjung Jo (1) Byeongwook Kim (1) Inho Jeong (1) Jiwoo Hong (1) Se Jung Kwon (1)

Keywords

neural network optimization (1) training efficiency (1) convolutional neural network (1) parameter-efficient fine-tuning (1) activation memory (1) backward propagation (1) large language model (1) biological neural network (1) weight transport problem (1) activation sharing (1)

Papers

PaCA: Partial Connection Adaptation for Efficient Fine-Tuning ICLR 2025

DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NIPS 2024

ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models ICLR 2024

Learning with Auxiliary Activation for Memory-Efficient Training ICLR 2023

Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization ICLR 2022

Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection NIPS 2021