FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural Networks. - Jonghyun Bae; Jongsung Lee 001; Yunho Jin; Sam Son; Shine Kim; Hakbeom Jang; Tae Jun Ham; Jae W. Lee (FAST, 2021)

Layerweaver: Maximizing Resource Utilization of Neural Processing Units via Layer-Wise Scheduling. - Young H. Oh; Seonghak Kim; Yunho Jin; Sam Son; Jonghyun Bae; Jongsung Lee 001; Yeonhong Park; Dong Uk Kim; Tae Jun Ham; Jae W. Lee (HPCA, 2021)

ASAP: Fast Mobile Application Switch via Adaptive Prepaging. - Sam Son; Seung Yul Lee; Yunho Jin; Jonghyun Bae; Jinkyu Jeong; Tae Jun Ham; Jae W. Lee; Hongil Yoon (USENIX ATC, 2021)

ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware. - Jaeyeon Won; Jeyeon Si; Sam Son; Tae Jun Ham; Jae W. Lee (MLSys, 2022)

Efficient Microsecond-scale Blind Scheduling with Tiny Quanta. - Zhihong Luo; Sam Son; Dev Bali; Emmanuel Amaro; Amy Ousterhout; Sylvia Ratnasamy; Scott Shenker (ASPLOS (2), 2024)

Harvesting Memory-bound CPU Stall Cycles in Software with MSH. - Zhihong Luo; Sam Son; Sylvia Ratnasamy; Scott Shenker (OSDI, 2024)

SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM Tree. - Jongsung Lee 001; Sam Son; Jonghyun Bae; Yunho Jin; Tae Jun Ham; Jae W. Lee (SAC, 2025)