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An Area-Efficient Mixed-Precision Accelerator with Output-Error-Based Quantization for ViT Go to Link

Park, Subin; Ahn, Juhyuk; Rho, Soomin; Kim, Kwangrae; Chung, Ki-Seok

ArticleIssue Date2026CitationInternational SoC Design Conference 2025, ISOCC 2025 - Proceedings of Technical Papers, pp 1 - 2PublisherInstitute of Electrical and Electronics Engineers Inc.

SCIESCOPUS

CAMPuS: Concurrent Acceleration of Memory Access and Parallel Processing in Near-Memory SpMV Architecture Go to Link open access

Kim, Kwangrae; Chung, Ki-Seok

ArticleIssue Date2024CitationIEEE Access, v.12, pp 194551 - 194565PublisherInstitute of Electrical and Electronics Engineers Inc.

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FloatMax: An Efficient Accelerator for Transformer-Based Models Exploiting Tensor-Wise Adaptive Floating-Point Quantization

Chung, Seoho; Kim, Kwangrae; Rho, Soomin; Kim, Chanhoon; Chung, Ki-Seok

ArticleIssue Date2025CitationIEEE International Conference on Computer Design - VLSI in Computers and Processors, pp 599 - 607

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HammerFilter: Robust Protection and Low Hardware Overhead Method for RowHammer Go to Link

Kim, Kwangrae; Woo, Jeonghyunas sup; Kim, Junsu; Chung, Ki Seok

ArticleIssue Date2021CitationProceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, v.2021-October, pp.212 - 219PublisherIEEE

SCOPUS

Hardware-Efficient Activation Approximation based on Error-Sensitivity Analysis for Deep Neural Networks Go to Link open access

Ahn, Juhyuk; Kim, Kwangrae; Kim, Chanhoon; Rho, Soo-Min; Chung, Ki-Seok

ArticleIssue Date2026CitationACMLC 2025 - Proceedings of 2025 7th Asia Conference on Machine Learning and Computing, pp 22 - 27PublisherAssociation for Computing Machinery, Inc

SCOPUS

Hope: An Efficient Accelerator With Head-Wise Overlap Processing for Sparse Attention in Vision Transformer Go to Link

Heo, Jihyeon; Rho, Soomin; Kim, Kwangrae; Chung, Ki-Seok

ArticleIssue Date2025CitationIEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL CHIPS 2025 - Proceedings, pp 1 - 6PublisherInstitute of Electrical and Electronics Engineers Inc.

SCIESCOPUS

HPN-SpGEMM: Hybrid PIM-NMP for SpGEMM Go to Link

Kim, Kwangrae; Chung, Ki-Seok

ArticleIssue Date2025CitationIEEE Computer Architecture Letters, v.24, no.2, pp 209 - 212PublisherInstitute of Electrical and Electronics Engineers

SCOPUS

Reducing Refresh Overhead with In-DRAM Error Correction Codes Go to Link

Kwon,Hanbyeol; Kim, Kwangrae; Jeon, Dongsuk; Chung, Ki Seok

ArticleIssue Date2021CitationProceedings - International SoC Design Conference 2021, ISOCC 2021, pp.211 - 214PublisherIEEE

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Browsing by Kim, KwangraeAuthor

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