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Seah Kim
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2020 – today
- 2024
- [j1]Seah Kim, Jerry Zhao, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
AuRORA: A Full-Stack Solution for Scalable and Virtualized Accelerator Integration. IEEE Micro 44(4): 97-105 (2024) - 2023
- [c7]Seah Kim, Hyoukjun Kwon, Jinook Song, Jihyuck Jo, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra:
DREAM: A Dynamic Scheduler for Dynamic Real-time Multi-model ML Workloads. ASPLOS (4) 2023: 73-86 - [c6]Seah Kim, Hasan Genc, Vadim Vadimovich Nikiforov, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks. HPCA 2023: 828-841 - [c5]Dima Nikiforov, Shengjun Chris Dong, Chengyi Lux Zhang, Seah Kim, Borivoje Nikolic, Yakun Sophia Shao:
RoSÉ: A Hardware-Software Co-Simulation Infrastructure Enabling Pre-Silicon Full-Stack Robotics SoC Evaluation. ISCA 2023: 64:1-64:15 - [c4]Seah Kim, Jerry Zhao, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
AuRORA: Virtualized Accelerator Orchestration for Multi-Tenant Workloads. MICRO 2023: 62-76 - [d1]Dima Nikiforov, Shengjun Chris Dong, Chengyi Lux Zhang, Seah Kim, Borivoje Nikolic, Yakun Sophia Shao:
RoSÉ: A Hardware-Software Co-Simulation Infrastructure Enabling Pre-Silicon Full-Stack Robotics SoC Evaluation. Zenodo, 2023 - [i2]Seah Kim, Hasan Genc, Vadim Vadimovich Nikiforov, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks. CoRR abs/2305.05843 (2023) - 2022
- [i1]Seah Kim, Hyoukjun Kwon, Jinook Song, Jihyuck Jo, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra:
SDRM3: A Dynamic Scheduler for Dynamic Real-time Multi-model ML Workloads. CoRR abs/2212.03414 (2022) - 2021
- [c3]Seah Kim, Shin Yoo:
Multimodal Surprise Adequacy Analysis of Inputs for Natural Language Processing DNN Models. AST@ICSE 2021: 80-89 - [c2]Hasan Genc, Seah Kim, Alon Amid, Ameer Haj-Ali, Vighnesh Iyer, Pranav Prakash, Jerry Zhao, Daniel Grubb, Harrison Liew, Howard Mao, Albert J. Ou, Colin Schmidt, Samuel Steffl, John Charles Wright, Ion Stoica, Jonathan Ragan-Kelley, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration. DAC 2021: 769-774 - 2020
- [c1]Seah Kim, Shin Yoo:
Evaluating Surprise Adequacy for Question Answering. ICSE (Workshops) 2020: 197-202
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