Hyucksung Kwon

According to our database, Hyucksung Kwon authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

PIMphony: Overcoming Bandwidth and Capacity Inefficiency in PIM-Based Long-Context LLM Inference System.

Hyucksung Kwon, Kyungmo Koo, Janghyeon Kim, Woongkyu Lee, Minjae Lee, Gyeonggeun Jung, Hyungdeok Lee, Yousub Jung, Jaehan Park, Yosub Song, Byeongsu Yang, Haerang Choi, Guhyun Kim, Jongsoon Won, Woojae Shin, Changhyun Kim, Gyeongcheol Shin, Yongkee Kwon, Ilkon Kim, Euicheol Lim, John Kim, Jungwook Choi

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2026

2025

Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits.

Dowon Kim, MinJae Lee, Janghyeon Kim, Hyucksung Kwon, Hyeonggyu Jeong, Sang-Soo Park, Minyong Yoon, Si-Dong Roh, Yongsuk Kwon, Jinin So, Jungwook Choi

Proceedings of the 34th International Conference on Parallel Architectures and Compilation Techniques, 2025

2024

LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System.

Hyucksung Kwon, Kyungmo Koo, Janghyeon Kim, Woongkyu Lee, Minjae Lee, Hyungdeok Lee, Yousub Jung, Jaehan Park, Yosub Song, Byeongsu Yang, Haerang Choi, Guhyun Kim, Jongsoon Won, Woojae Shin, Changhyun Kim, Gyeongcheol Shin, Yongkee Kwon, Ilkon Kim, Euicheol Lim, John Kim, Jungwook Choi

CoRR, 2024

2022

Learning from distinctive candidates to optimize reduced-precision convolution program on tensor cores.

Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jungwook Choi, Jieun Lim

CoRR, 2022

Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores.

Junkyeong Choi, Hyucksung Kwon, Woongkyu Lee, Jieun Lim, Jungwook Choi

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

2021

Thermal Face Detection for High-Speed AI Thermometer.

Woongkyu Lee, Hyucksung Kwon, Jungwook Choi

Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021