Hyun Kim

Emailhyunkimseoultech.ackr

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Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 3 Good Health and Well-being
SDG 7 Affordable and Clean Energy
SDG 9 Industry, Innovation, and Infrastructure
SDG 16 Peace, Justice and Strong Institutions

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82 Conference contribution
62 Article
3 Conference article
3 Review article
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- 1 Letter

Accelerating language giants: A survey of optimization strategies for LLM inference on hardware platforms
Kim, Y. C., Yoon, S. K., Han, S. S., Park, C. W., Park, J. O., Ko, J. H. & Kim, H., Mar 2026, In: Journal of Systems Architecture. 172, 103690.
Research output: Contribution to journal › Review article › peer-review
Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators
Ko, J., Lee, D., Kim, Y. & Kim, H., Jan 2026, In: Journal of Real-Time Image Processing. 23, 1, 7.
Research output: Contribution to journal › Article › peer-review
SPEED: Structured kernel block pruning with filter groups for efficient and elastic SW-HW co-design in FPGA-based CNN accelerators
Koo, K., Kim, S. & Kim, H., 28 Apr 2026, In: Neurocomputing. 675, 132958.
Research output: Contribution to journal › Article › peer-review
Attention-Based Deep Feature Aggregation Network for Skin Lesion Classification
Yasir, S. M. & Kim, H., Jun 2025, In: Electronics (Switzerland). 14, 12, 2364.
Research output: Contribution to journal › Article › peer-review

Open Access
4 Scopus citations
BN-SNN: Spiking neural networks with bistable neurons for object detection
Yasir, S. M. & Kim, H., Jul 2025, In: PLoS ONE. 20, 7 July, e0327513.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Scopus citations

Hyun Kim

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Accelerating language giants: A survey of optimization strategies for LLM inference on hardware platforms

Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators

SPEED: Structured kernel block pruning with filter groups for efficient and elastic SW-HW co-design in FPGA-based CNN accelerators

Attention-Based Deep Feature Aggregation Network for Skin Lesion Classification

BN-SNN: Spiking neural networks with bistable neurons for object detection

Hyun Kim

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Accelerating language giants: A survey of optimization strategies for LLM inference on hardware platforms

Auto-accel: a SW/HW co-design framework with adaptive unified buffer mapping and power-of-two quantization for FPGA-based object detection accelerators

SPEED: Structured kernel block pruning with filter groups for efficient and elastic SW-HW co-design in FPGA-based CNN accelerators

Attention-Based Deep Feature Aggregation Network for Skin Lesion Classification

BN-SNN: Spiking neural networks with bistable neurons for object detection