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XinYu Piao
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Batch Size
Top Venues
CoRR
IEEE Access
ITS (2)
ICPP
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Publications
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XinYu Piao
,
Jong-Kook Kim
GMM: An Efficient GPU Memory Management-based Model Serving System for Multiple DNN Inference Models.
ICPP
(2024)
Kyungryul Back
,
XinYu Piao
,
Jong-Kook Kim
Enhancing Reinforcement Learning Finetuned Text-to-Image Generative Model Using Reward Ensemble.
ITS (2)
(2024)
XinYu Piao
,
DoangJoo Synn
,
Jooyoung Park
,
Jong-Kook Kim
Enabling Large Batch Size Training for DNN Models Beyond the Memory Limit While Maintaining Performance.
IEEE Access
11 (2023)
Jooyoung Park
,
DoangJoo Synn
,
XinYu Piao
,
Jong-Kook Kim
Dataloader Parameter Tuner: An Automated Dataloader Parameter Tuner for Deep Learning Models.
CoRR
(2022)
XinYu Piao
,
Xiangfei Wang
,
Kyoungseok Han
Hierarchical Model Predictive Control for Optimization of Vehicle Speed and Battery Thermal Using Vehicle Connectivity.
IEEE Access
9 (2021)
DoangJoo Synn
,
XinYu Piao
,
Jooyoung Park
,
Jong-Kook Kim
Micro Batch Streaming: Allowing the Training of DNN models Using a large batch size on Small Memory Systems.
CoRR
(2021)