Joonhyung Lee

20 papers A* 2A 1Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Affine-Scaled Attention: Towards Flexible and Stable Transformer Attention.
CoRR
Jeongin Bae, Baeseong Park, Gunho Park, Minsub Kim, Joonhyung Lee, Junhee Yoo, Sunghyeon Woo, Jiwon Ryu, Se Jung Kwon, Dongsoo Lee
2025 J jnl
An Investigation of FP8 Across Accelerators for LLM Inference.
CoRR
JiWoo Kim, Joonhyung Lee, Gunho Park, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee, Youngjoo Lee
2025 J jnl
Debunking the CUDA Myth Towards GPU-based AI Systems.
CoRR
Yunjae Lee, Juntaek Lim, Jehyeon Bang, Eunyeong Cho, Huijong Jeong, Taesu Kim, Hyungjun Kim, Joonhyung Lee, Jinseop Im, Ranggi Hwang, Se Jung Kwon, Dongsoo Lee, Minsoo Rhu
2025 A* conf
Debunking the CUDA Myth Towards GPU-based AI Systems: Evaluation of the Performance and Programmability of Intel's Gaudi NPU for AI Model Serving.
ISCA
Yunjae Lee, Juntaek Lim, Jehyeon Bang, Eunyeong Cho, Huijong Jeong, Taesu Kim, Hyungjun Kim, Joonhyung Lee, Jinseop Im, Ranggi Hwang, Se Jung Kwon, Dongsoo Lee, Minsoo Rhu
2025 J jnl
Faster Inference of LLMs using FP8 on the Intel Gaudi.
CoRR
Joonhyung Lee, Shmulik Markovich-Golan, Daniel Ohayon, Yair Hanani, Gunho Park, Byeongwook Kim, Asaf Karnieli, Uri Livne, Haihao Shen, Tai Huang, Se Jung Kwon, Dongsoo Lee
2025 J jnl
SelfJudge: Faster Speculative Decoding via Self-Supervised Judge Verification.
CoRR
Kanghoon Yoon, Minsub Kim, Sungjae Lee, Joonhyung Lee, Sunghyeon Woo, Yeonjun In, Se Jung Kwon, Chanyoung Park, Dongsoo Lee
2024 J jnl
CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic Agents.
IEEE Robotics Autom. Lett.
Jeongeun Park, Seungwon Lim, Joonhyung Lee, Sangbeom Park, Minsuk Chang, Youngjae Yu, Sungjoon Choi
2024 J jnl
Quality-diversity based semi-autonomous teleoperation using reinforcement learning.
Neural Networks
Sangbeom Park, Taerim Yoon, Joonhyung Lee, Sunghyun Park, Sungjoon Choi
2024 A* conf
SPOTS: Stable Placement of Objects with Reasoning in Semi-Autonomous Teleoperation Systems.
ICRA
Joonhyung Lee, Sangbeom Park, Jeongeun Park, Kyungjae Lee, Sungjoon Choi
2024 J jnl
To FP8 and Back Again: Quantifying the Effects of Reducing Precision on LLM Training Stability.
CoRR
Joonhyung Lee, Jeongin Bae, Byeongwook Kim, Se Jung Kwon, Dongsoo Lee
2024 A conf
Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation.
IROS
Joonhyung Lee, Sangbeom Park, Yongin Kwon, Jemin Lee, Minwook Ahn, Sungjoon Choi
2024 J jnl
Visual Preference Inference: An Image Sequence-Based Preference Reasoning in Tabletop Object Manipulation.
CoRR
Joonhyung Lee, Sangbeom Park, Yongin Kwon, Jemin Lee, Minwook Ahn, Sungjoon Choi
2023 J jnl
CLARA: Classifying and Disambiguating User Commands for Reliable Interactive Robotic Agents.
CoRR
Jeongeun Park, Seungwon Lim, Joonhyung Lee, Sangbeom Park, Minsuk Chang, Youngjae Yu, Sungjoon Choi
2023 — conf
Robust Detection for Autonomous Elevator Boarding Using a Mobile Manipulator.
ACPR (1)
Seungyoun Shin, Joonhyung Lee, Junhyug Noh, Sungjoon Choi
2023 J jnl
SPOTS: Stable Placement of Objects with Reasoning in Semi-Autonomous Teleoperation Systems.
CoRR
Joonhyung Lee, Sangbeom Park, Jeongeun Park, Kyungjae Lee, Sungjoon Choi
2022 — conf
Patch-Wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising.
MICCAI (6)
Chanyong Jung, Joonhyung Lee, Sunkyoung You, Jong Chul Ye
2022 J jnl
Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising.
CoRR
Chanyong Jung, Joonhyung Lee, Sunkyoung You, Jong Chul Ye
2021 — conf
Stabilization of Floor Projection Image with Soft Unmanned Aerial Vehicle Projector.
IMCOM
Joonhyung Lee, Byeungwoo Jeon, Seung Hwan Song, Hyouk Ryeol Choi
2020 — conf
Deep Learning Fast MRI Using Channel Attention in Magnitude Domain.
ISBI
Joonhyung Lee, Hyunjong Kim, Hyungjin Chung, Jong Chul Ye
2018 J jnl
Enhanced Moisture-Reactive Hydrophilic-PTFE-Based Flexible Humidity Sensor for Real-Time Monitoring.
Sensors
Heekyeong Park, Sungho Lee, Seok Hwan Jeong, Ui Hyun Jung, Kidong Park, Min Goo Lee, Sunkook Kim, Joonhyung Lee