Hyungkyu Ham

According to our database, Hyungkyu Ham authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PyTorchSim: A Comprehensive, Fast, and Accurate NPU Simulation Framework.

Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Geonwoo Park, Hyungkyu Ham, Jeehoon Kang, Jongse Park, Gwangsun Kim

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

2024

ONNXim: A Fast, Cycle-Level Multi-Core NPU Simulator.

Hyungkyu Ham, Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Guseul Heo, Sangyeop Lee, Jongse Park, Gwangsun Kim

IEEE Comput. Archit. Lett., 2024

Non-Invasive, Memory Access-Triggered Near-Data Processing for DNN Training Acceleration on GPUs.

Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim

IEEE Access, 2024

Low-Overhead General-Purpose Near-Data Processing in CXL Memory Expanders.

Hyungkyu Ham, Jeongmin Hong, Geonwoo Park, Yunseon Shin, Okkyun Woo, Wonhyuk Yang, Jinhoon Bae, Eunhyeok Park, Hyojin Sung, Euicheol Lim, Gwangsun Kim

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing.

Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2021

Near-Data Processing in Memory Expander for DNN Acceleration on GPUs.

Hyungkyu Ham, Hyunuk Cho, Minjae Kim, Jueon Park, Jeongmin Hong, Hyojin Sung, Eunhyeok Park, Euicheol Lim, Gwangsun Kim

IEEE Comput. Archit. Lett., 2021