HPN-SpGEMM: Hybrid PIM-NMP for SpGEMM.

Kwangrae Kim

Kwangrae Kim Ki-Seok Chung HPN-SpGEMM: Hybrid PIM-NMP for SpGEMM. 209-212 2025 July - December 24 IEEE Comput. Archit. Lett. 2 https://doi.org/10.1109/LCA.2025.3583758 db/journals/cal/cal24.html#KimC25 streams/journals/cal

Jihyeon Heo Soomin Rho Kwangrae Kim Ki-Seok Chung Hope: An Efficient Accelerator With Head-Wise Overlap Processing for Sparse Attention in Vision Transformer. 1-6 2025 COOL CHIPS https://doi.org/10.1109/COOLCHIPS65488.2025.11018597 conf/coolchips/2025 db/conf/coolchips/coolchips2025.html#HeoRKC25 streams/conf/coolchips

Kwangrae Kim Ki-Seok Chung CAMPuS: Concurrent Acceleration of Memory Access and Parallel Processing in Near-Memory SpMV Architecture. 194551-194565 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3520164 db/journals/access/access12.html#KimC24f streams/journals/access

Seoho Chung Kwangrae Kim Soomin Rho Chanhoon Kim Ki-Seok Chung FloatMax: An Efficient Accelerator for Transformer-Based Models Exploiting Tensor-Wise Adaptive Floating-Point Quantization. 599-607 2024 ICCD https://doi.org/10.1109/ICCD63220.2024.00096 conf/iccd/2024 db/conf/iccd/iccd2024.html#ChungKRKC24 Dae-Eun Wi Kwangrae Kim Ki-Seok Chung Dynamic Partitioning Method for Near-Memory Parallel Processing of Sparse Matrix-Vector Multiplication. 1-6 2023 IECON https://doi.org/10.1109/IECON51785.2023.10312058 conf/iecon/2023 db/conf/iecon/iecon2023.html#WiKC23 Nayeon Kim Kwangrae Kim Ki-Seok Chung Alert Refresh System for Mitigating RowHammer. 29-30 2023 ISOCC https://doi.org/10.1109/ISOCC59558.2023.10396283 conf/isocc/2023 db/conf/isocc/isocc2023.html#KimKC23 Kwangrae Kim Jeonghyun Woo Junsu Kim Ki-Seok Chung HammerFilter: Robust Protection and Low Hardware Overhead Method for RowHammer. 212-219 2021 ICCD https://doi.org/10.1109/ICCD53106.2021.00043 conf/iccd/2021 db/conf/iccd/iccd2021.html#KimWKC21 Hanbyeol Kwon Kwangrae Kim Dongsuk Jeon Ki-Seok Chung Reducing Refresh Overhead with In-DRAM Error Correction Codes. 211-214 2021 ISOCC https://doi.org/10.1109/ISOCC53507.2021.9613990 conf/isocc/2021 db/conf/isocc/isocc2021.html#KwonKJC21

Minho Kim Kwangrae Kim Soohee Han Reliable Online Parameter Identification of Li-Ion Batteries in Battery Management Systems Using the Condition Number of the Error Covariance Matrix. 189106-189114 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3031500 db/journals/access/access8.html#KimKH20

Kwangrae Kim Minho Kim Suwon Kang Jungwook Yu Jungsoo Kim Huiyong Chun Soohee Han A New Update Rule of RLSEKF-based Joint-estimation Filters for Real-time SOH SOC Identification. 2020 abs/2003.09839 CoRR https://arxiv.org/abs/2003.09839 db/journals/corr/corr2003.html#abs-2003-09839

Jungsoo Kim Huiyong Chun Minho Kim Jungwook Yu Kwangrae Kim Taegyun Kim Soohee Han Data-Driven State of Health Estimation of Li-Ion Batteries With RPT-Reduced Experimental Data. 106987-106997 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2932719 db/journals/access/access7.html#KimCKYKKH19

Huiyong Chun Minho Kim Jungsoo Kim Kwangrae Kim Jungwook Yu Taegyun Kim Soohee Han Adaptive Exploration Harmony Search for Effective Parameter Estimation in an Electrochemical Lithium-Ion Battery Model. 131501-131511 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2940968 db/journals/access/access7.html#ChunKKKYKH19

Minho Kim Kwangrae Kim Soohee Han Low computational cost method for online parameter identification of Li-ion battery equivalent circuit model in battery management systems using matrix condition number. 2019 abs/1912.02600 CoRR http://arxiv.org/abs/1912.02600 db/journals/corr/corr1912.html#abs-1912-02600

Huiyong Chun Ki-Seok Chung Seoho Chung Soohee Han Jihyeon Heo Dongsuk Jeon Suwon Kang Chanhoon Kim Jungsoo Kim Junsu Kim Minho Kim Nayeon Kim Taegyun Kim Hanbyeol Kwon Soomin Rho Dae-Eun Wi Jeonghyun Woo Jungwook Yu