Hyunmin Choi

According to our database, Hyunmin Choi authored at least 20 papers between 2017 and 2026.

Collaborative distances:

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

2026

A Simulator for LLM Inference Systems Exploiting CXL Memory Pools.

Jinghan Huang, Hongkun Zeng, Mike Montano, Jaehong Cho, Hyunmin Choi, Jinin So, Junhyeok Im, Handeok Lee, Jongse Park, Nam Sung Kim

IEEE Comput. Archit. Lett., 2026

HE-DAP: Homomorphic Encryption-based Dynamic Adaptive Parameter Optimization for Statistical Computation.

Yun-Soo Park, Hyunmin Choi, Hyoungshick Kim, Mun-Kyu Lee

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

LLMServingSim 2.0: A Unified Simulator for Heterogeneous and Disaggregated LLM Serving Infrastructure.

Jaehong Cho, Hyunmin Choi, Guseul Heo, Jongse Park

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2026

PP-Vul: Privacy-Preserving Vulnerability Detection Using Homomorphic Encryption.

Seungho Kim, Seonhye Park, Jihun Kim, Eunsoo Kim, Sanghak Oh, Hyunmin Choi, Hyoungshick Kim

Proceedings of the ACM Asia Conference on Computer and Communications Security, 2026

2025

PP-STAT: An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic Encryption.

Hyunmin Choi

CoRR, August, 2025

LLMServingSim2.0: A Unified Simulator for Heterogeneous Hardware and Serving Techniques in LLM Infrastructure.

Jaehong Cho, Hyunmin Choi, Jongse Park

IEEE Comput. Archit. Lett., 2025

Region-Based Contrast Enhancement for Infrared Thermal Imaging Systems: Parameter-Wise Performance Evaluation and Comparative Analysis.

Cheol-Ho Choi, Jeongwoo Cha, Hyunmin Choi, Joonhwan Han

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

<i>PP-STAT: </i> An Efficient Privacy-Preserving Statistical Analysis Framework using Homomorphic Encryption.

Hyunmin Choi

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Contrast Enhancement Method Using Region-Based Dynamic Clipping Technique for LWIR-Based Thermal Camera of Night Vision Systems.

Cheol-Ho Choi, Joonhwan Han, Jeong Woo Cha, Hyunmin Choi, Jungho Shin, Taehyun Kim, Hyun Woo Oh

Sensors, June, 2024

Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification.

Hyunmin Choi, Jiwon Kim, Chiyoung Song, Simon S. Woo, Hyoungshick Kim

CoRR, 2024

UniHENN: Designing More Versatile Homomorphic Encryption-based CNNs without im2col.

Hyunmin Choi, Jihun Kim, Seungho Kim, Seonhye Park, Jeongyong Park, Wonbin Choi, Hyoungshick Kim

CoRR, 2024

UniHENN: Designing Faster and More Versatile Homomorphic Encryption-Based CNNs Without im2col.

Hyunmin Choi, Jihun Kim, Seungho Kim, Seonhye Park, Jeongyong Park, Wonbin Choi, Hyoungshick Kim

IEEE Access, 2024

A Compact Real-Time Thermal Imaging System Based on Heterogeneous System-on-Chip.

Hyun Woo Oh, Cheol-Ho Choi, Jeong Woo Cha, Hyunmin Choi, Jungho Shin, Joonhwan Han

Proceedings of the 30th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2024

Improved Contrast Enhancement Algorithm for Night Vision Systems using Thermal Camera.

Cheol-Ho Choi, Jeongwoo Cha, Joonhwan Han, Hyunmin Choi, Jungho Shin

Proceedings of the 21st International SoC Design Conference, 2024

LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale.

Jaehong Cho, Minsu Kim, Hyunmin Choi, Guseul Heo, Jongse Park

Proceedings of the IEEE International Symposium on Workload Characterization, 2024

<i>Blind-Match: </i> Efficient Homomorphic Encryption-Based 1: N Matching for Privacy-Preserving Biometric Identification.

Hyunmin Choi, Jiwon Kim, Chiyoung Song, Simon S. Woo, Hyoungshick Kim

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 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

Blind-Touch: Homomorphic Encryption-Based Distributed Neural Network Inference for Privacy-Preserving Fingerprint Authentication.

Hyunmin Choi, Simon S. Woo, Hyoungshick Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An SoC FPGA-based Integrated Real-time Image Processor for Uncooled Infrared Focal Plane Array.

Hyun Woo Oh, Cheol-Ho Choi, Jeong Woo Cha, Hyunmin Choi, Joonhwan Han, Jungho Shin

Proceedings of the 26th Euromicro Conference on Digital System Design, 2023

2017

Physically-Based Clay Art Rendering with HMD VR.

Donghwe Lee, Hyunmin Choi, Seongah Chin

Proceedings of the HCI International 2017 - Posters' Extended Abstracts, 2017