Hyock Ju Kwon

According to our database, Hyock Ju Kwon authored at least 19 papers between 2017 and 2026.

Collaborative distances:

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

2026

LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference.

Hossein Rajabzadeh, Maryam Dialameh, Chul B. Park, Il-Min Kim, Hyock Ju Kwon

CoRR, January, 2026

2025

Bayesian Mixture of Experts For Large Language Models.

Maryam Dialameh, Hossein Rajabzadeh, Weiwei Zhang, Walid Ahmed, Hyock Ju Kwon

CoRR, November, 2025

EMA-SAM: Exponential Moving-average for SAM-based PTMC Segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Jung Suk Sim, Hyock Ju Kwon

CoRR, October, 2025

DualSwinUnet++: An enhanced Swin-Unet architecture with dual decoders for PTMC segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon

Comput. Biol. Medicine, 2025

ECHO-LLaMA: Efficient Caching for High-Performance LLaMA Training.

Maryam Dialameh, Rezaul Karim, Hossein Rajabzadeh, Omar Mohamed Awad, Boxing Chen, Hyock Ju Kwon, Walid Ahmed, Yang Liu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

DL-Reg: A deep learning regularization technique using linear regression.

Maryam Dialameh, Ali Hamzeh, Hossein Rahmani, Safoura Dialameh, Hyock Ju Kwon

Expert Syst. Appl., 2024

E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation.

Maryam Dialameh, Hossein Rajabzadeh, Moslem Sadeghi-Goughari, Jung Suk Sim, Hyock Ju Kwon

CoRR, 2024

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models.

Hossein Rajabzadeh, Aref Jafari, Aman Sharma, Benyamin Jami, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

Proceedings of the NeurIPS Efficient Natural Language and Speech Processing Workshop, 2024

QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning.

Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Hierarchical Topology Map with Explicit Corridor for global path planning of mobile robots.

Jeong-Woo Han, Soo Jeon, Hyock Ju Kwon

Intell. Serv. Robotics, April, 2023

Simulated and Real Robotic Reach, Grasp, and Pick-and-Place Using Combined Reinforcement Learning and Traditional Controls.

Andrew Lobbezoo, Hyock Ju Kwon

Robotics, February, 2023

Image Generation and Recognition for Railway Surface Defect Detection.

Yuwei Xia, Sang Wook Han, Hyock Ju Kwon

Sensors, 2023

Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models.

Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu

CoRR, 2023

2022

Design of HIFU Treatment Plans Using Thermodynamic Equilibrium Algorithm.

Salman Lari, Sang Wook Han, Jong Uk Kim, Hyock Ju Kwon

Algorithms, 2022

2021

Reinforcement Learning for Pick and Place Operations in Robotics: A Survey.

Andrew Lobbezoo, Yanjun Qian, Hyock Ju Kwon

Robotics, 2021

Development of Hybrid AI model for Car Steering Shaft Assembly by Combining Gaussian Process Regression and Artificial Neural Network.

Yanjun Qian, Jongmun Kim, Hyock Ju Kwon

Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

2020

Analytical and Numerical Model of High Intensity Focused Ultrasound Enhanced With Nanoparticles.

Moslem Sadeghi-Goughari, Soo Jeon, Hyock Ju Kwon

IEEE Trans. Biomed. Eng., 2020

2019

A New Global Path Planning Strategy for Mobile Robots Using Hierarchical Topology Map and Safety-Aware Navigation Speed.

Jeong-Woo Han, Soo Jeon, Hyock Ju Kwon

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2017

Application of compressive sensing to portable ultrasound elastography.

Bonghun Shin, Soo Jeon, Jeongwon Ryu, Hyock Ju Kwon

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017