Hyock Ju Kwon

22 papers Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference.
CoRR
Hossein Rajabzadeh, Maryam Dialameh, Chul B. Park, Il-Min Kim, Hyock Ju Kwon
2025 J jnl
Bayesian Mixture of Experts For Large Language Models.
CoRR
Maryam Dialameh, Hossein Rajabzadeh, Weiwei Zhang, Walid Ahmed, Hyock Ju Kwon
2025 J jnl
DualSwinUnet++: An enhanced Swin-Unet architecture with dual decoders for PTMC segmentation.
Comput. Biol. Medicine
Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon
2025 — conf
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training.
EMNLP (Industry Track)
Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Boxing Chen, Hyock Ju Kwon, Walid Ahmed, Yang Liu
2025 J jnl
ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training.
CoRR
Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Hyock Ju Kwon, Boxing Chen, Walid Ahmed, Yang Liu
2025 J jnl
EMA-SAM: Exponential Moving-average for SAM-based PTMC Segmentation.
CoRR
Maryam Dialameh, Hossein Rajabzadeh, Jung Suk Sim, Hyock Ju Kwon
2024 J jnl
DL-Reg: A deep learning regularization technique using linear regression.
Expert Syst. Appl.
Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Safoura Dialameh, Hyock Ju Kwon
2024 J jnl
E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation.
CoRR
Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon
2024 — conf
EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models.
ENLSP
Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024 J jnl
EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models.
CoRR
Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024 — conf
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning.
EMNLP (Industry Track)
Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2024 J jnl
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning.
CoRR
Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh
2023 J jnl
Hierarchical Topology Map with Explicit Corridor for global path planning of mobile robots.
Intell. Serv. Robotics
Jeong-Woo Han, Soo Jeon, Hyock Ju Kwon
2023 J jnl
Image Generation and Recognition for Railway Surface Defect Detection.
Sensors
Yuwei Xia, Sang Wook Han, Hyock Ju Kwon
2023 J jnl
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models.
CoRR
Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu
2023 J jnl
Simulated and Real Robotic Reach, Grasp, and Pick-and-Place Using Combined Reinforcement Learning and Traditional Controls.
Robotics
Andrew Lobbezoo, Hyock Ju Kwon
2022 J jnl
Design of HIFU Treatment Plans Using Thermodynamic Equilibrium Algorithm.
Algorithms
Salman Lari, Sang Wook Han, Jong Uk Kim, Hyock Ju Kwon
2021 — conf
Development of Hybrid AI model for Car Steering Shaft Assembly by Combining Gaussian Process Regression and Artificial Neural Network.
CCECE
Yanjun Qian, Jongmun Kim, Hyock Ju Kwon
2021 J jnl
Reinforcement Learning for Pick and Place Operations in Robotics: A Survey.
Robotics
Andrew Lobbezoo, Yanjun Qian, Hyock Ju Kwon
2020 J jnl
Analytical and Numerical Model of High Intensity Focused Ultrasound Enhanced With Nanoparticles.
IEEE Trans. Biomed. Eng.
Moslem Sadeghi-Goughari, Soo Jeon, Hyock Ju Kwon
2019 — conf
A New Global Path Planning Strategy for Mobile Robots Using Hierarchical Topology Map and Safety-Aware Navigation Speed.
AIM
Jeong-Woo Han, Soo Jeon, Hyock Ju Kwon
2017 — conf
Application of compressive sensing to portable ultrasound elastography.
EMBC
Bonghun Shin, Soo Jeon, Jeongwon Ryu, Hyock Ju Kwon