Yunho Jin

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Training Process

Higher Throughput

Error Back Propagation

Neural Architecture

Top Venues

IEICE Trans. Inf. Syst.

USENIX Annual Technical Conference

Publications

Yunho Jin, Chun-Feng Wu, David Brooks, Gu-Yeon Wei
: Increasing GPU Utilization during Generative Inference for Higher Throughput. NeurIPS (2023)
Yunho Jin, Chun-Feng Wu, David Brooks, Gu-Yeon Wei
: Increasing GPU Utilization during Generative Inference for Higher Throughput. CoRR (2023)
Yuji Chai, Luke Bailey, Yunho Jin, Matthew Karle, Glenn G. Ko
Bigger&Faster: Two-stage Neural Architecture Search for Quantized Transformer Models. CoRR (2022)
Young H. Oh, Yunho Jin, Tae Jun Ham, Jae W. Lee
Layerweaver+: A QoS-Aware Layer-Wise DNN Scheduler for Multi-Tenant Neural Processing Units. IEICE Trans. Inf. Syst. (2) (2022)
Yunho Jin, Shine Kim, Tae Jun Ham, Jae W. Lee
Architecting a Flash-Based Storage System for Low-Cost Inference of Extreme-Scale DNNs. IEEE Trans. Computers 71 (12) (2022)
Jonghyun Bae, Jongsung Lee, Yunho Jin, Sam Son, Shine Kim, Hakbeom Jang, Tae Jun Ham, Jae W. Lee
FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks. FAST (2021)
Sam Son, Seung Yul Lee, Yunho Jin, Jonghyun Bae, Jinkyu Jeong, Tae Jun Ham, Jae W. Lee, Hongil Yoon
ASAP: Fast Mobile Application Switch via Adaptive Prepaging. USENIX Annual Technical Conference (2021)
Shine Kim, Yunho Jin, Gina Sohn, Jonghyun Bae, Tae Jun Ham, Jae W. Lee
Behemoth: A Flash-centric Training Accelerator for Extreme-scale DNNs. FAST (2021)
Young H. Oh, Seonghak Kim, Yunho Jin, Sam Son, Jonghyun Bae, Jongsung Lee, Yeonhong Park, Dong Uk Kim, Tae Jun Ham, Jae W. Lee
Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling. HPCA (2021)