Application of compressive sensing to portable ultrasound elastography. - Bonghun Shin; Soo Jeon; Jeongwon Ryu; Hyock Ju Kwon (EMBC, 2017)

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 (AIM, 2019)

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)

Design of HIFU Treatment Plans Using Thermodynamic Equilibrium Algorithm. - Salman Lari; Sang Wook Han; Jong Uk Kim; Hyock Ju Kwon (Algorithms, 2022)

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)

Image Generation and Recognition for Railway Surface Defect Detection. - Yuwei Xia; Sang Wook Han; Hyock Ju Kwon (Sensors, 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, 2023)

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 001; Boxing Chen; Mehdi Rezagholizadeh (EMNLP (Industry Track), 2024)

EchoAtt: Attend, Copy, then Adjust for More Efficient Large Language Models. - Hossein Rajabzadeh; Aref Jafari; Aman Sharma; Benyamin Jami 001; Hyock Ju Kwon; Ali Ghodsi 001; Boxing Chen; Mehdi Rezagholizadeh (ENLSP, 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)

DL-Reg: A deep learning regularization technique using linear regression. - Maryam Dialameh; Ali Hamzeh; Hossein Rahmani 001; Safoura Dialameh; Hyock Ju Kwon (Expert Syst. Appl., 2024)

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; Hyock Ju Kwon; Boxing Chen; Walid Ahmed; Yang Liu (CoRR, 2025)