Research Projects

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Ongoing

Efficient Hyperscale LLM Inference System based on Scale-out Context Memory

Jul. 2026 - Present, National Research Foundation (NRF)

Cloud-updatable SDV chassis software for heterogeneous zonal control units (ZCUs)

Apr. 2026 - Present, KEIT (funder) and HL Mando (industry partner)

A Study on Graph Parallel Processing Algorithm Based on GPU

Jun. 2024 - Present, KISTI and National Research Council of Science and Technology

Development of multi-tiered, multi-purpose autotuning framework for exa-scale supercomputers

Nov. 2023 - Present, Ministry of Science and ICT

Safety of the Intended Functionality (SOTIF) for perception and decision-making insufficiency

Sep. 2022 - Present, Korea Automotive Technology Institute

Past

High-efficiency HPC job scheduling algorithms

Jan. 2024 - Feb. 2025, Samsung Display Inc.

MR-IoT convergence AI for disaster countermeasures

Jan. 2023 - Dec. 2023, IITP

Web application vulnerability assessment software

Apr. 2022 - Dec. 2022, Ministry of SMEs and Startups

User engagement in social/mobile platforms and welfare value

Jan. 2022 - Oct. 2022, Ajou University