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Ha, Sangtae
4 publications
IJCAI
2024
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
Taeho Kim
,
Yanming Wang
,
Vatshank Chaturvedi
,
Lokesh Gupta
,
Seyeon Kim
,
Yongin Kwon
,
Sangtae Ha
NeurIPS
2023
ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks
Jongseok Park
,
Kyungmin Bin
,
Gibum Park
,
Sangtae Ha
,
Kyunghan Lee
ECCV
2022
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
Taeho Kim
,
Yongin Kwon
,
Jemin Lee
,
Taeho Kim
,
Sangtae Ha
CVPR
2022
TVConv: Efficient Translation Variant Convolution for Layout-Aware Visual Processing
Jierun Chen
,
Tianlang He
,
Weipeng Zhuo
,
Li Ma
,
Sangtae Ha
,
S.-H. Gary Chan