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2020 – today
- 2024
[j3]Hyungkyu Ham
, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim:
Non-Invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUs. IEEE Access 12: 142651-142667 (2024)- [j2]Hyungkyu Ham, Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Guseul Heo, Sangyeop Lee, Jongse Park, Gwangsun Kim:
ONNXim: A Fast, Cycle-Level Multi-Core NPU Simulator. IEEE Comput. Archit. Lett. 23(2): 219-222 (2024) - [c2]Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park:
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. ASPLOS (3) 2024: 722-737 - [c1]Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim:
Low-Overhead General-Purpose Near-Data Processing in CXL Memory Expanders. MICRO 2024: 594-611 - [i3]Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park:
NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing. CoRR abs/2403.00579 (2024) - [i2]Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim:
Low-overhead General-purpose Near-Data Processing in CXL Memory Expanders. CoRR abs/2404.19381 (2024) - [i1]Hyungkyu Ham, Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Guseul Heo, Sangyeop Lee, Jongse Park, Gwangsun Kim:
ONNXim: A Fast, Cycle-level Multi-core NPU Simulator. CoRR abs/2406.08051 (2024) - 2021
- [j1]Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim:
Near-Data Processing in Memory Expander for DNN Acceleration on GPUs. IEEE Comput. Archit. Lett. 20(2): 171-174 (2021)
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