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2020 – today
- 2025
[c7]Chun-Chien Liu, Chun-Feng Wu, Yunho Jin:
UPVSS: Jointly Managing Vector Similarity Search with Near-Memory Processing Systems. DAC 2025: 1-7- [c6]Jongsung Lee
, Sam Son, Jonghyun Bae, Yunho Jin, Tae Jun Ham, Jae W. Lee:
SkipLSM: Fast Retrieval of Hot Key-Value Pairs on LSM Tree. SAC 2025: 396-405 - [i3]Yunho Jin, Gu-Yeon Wei, David Brooks:
The Energy Cost of Reasoning: Analyzing Energy Usage in LLMs with Test-time Compute. CoRR abs/2505.14733 (2025) - 2023
- [c5]Yunho Jin, Chun-Feng Wu, David Brooks, Gu-Yeon Wei:
S3: Increasing GPU Utilization during Generative Inference for Higher Throughput. NeurIPS 2023 - [i2]Yunho Jin, Chun-Feng Wu, David Brooks, Gu-Yeon Wei:
S3: Increasing GPU Utilization during Generative Inference for Higher Throughput. CoRR abs/2306.06000 (2023) - 2022
- [j2]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. 105-D(2): 427-431 (2022) - [j1]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): 3153-3164 (2022) - [i1]Yuji Chai, Luke Bailey, Yunho Jin, Matthew Karle, Glenn G. Ko:
Bigger&Faster: Two-stage Neural Architecture Search for Quantized Transformer Models. CoRR abs/2209.12127 (2022) - 2021
- [c4]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: 371-385 - [c3]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: 387-401 - [c2]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: 584-597 - [c1]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 ATC 2021: 365-380
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