Dongsuk Jeon
6 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
large language model
(2)
parameter-efficient fine-tuning
(2)
activation memory
(2)
memory-efficient training
(2)
convolutional neural network
(1)
deep neural network
(1)
low-rank adaptation
(1)
backward propagation
(1)
low-precision quantization
(1)
gradient variance
(1)
low-precision training
(1)
mixed precision
(1)
activation compression
(1)
transformer model
(1)
biological neural network
(1)
activation recomputation
(1)
weight transport problem
(1)
activation sharing
(1)
data format optimization
(1)
hysteresis quantization
(1)
Papers
PaCA: Partial Connection Adaptation for Efficient Fine-Tuning
ICLR 2025
ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
ICLR 2024
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
NeurIPS 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
NeurIPS 2021