Automatic stress-relieving music recommendation system based on photoplethysmography-derived heart rate variability analysis. - Il-hyung Shin; Jaepyeong Cha; Gyeong Woo Cheon; Choonghee Lee; Seung Yup Lee; Hyung-Jin Yoon; Hee Chan Kim (EMBC, 2014)

Application of genetic algorithm for hemodialysis schedule optimization. - Jin Woo Choi; Hajeong Lee; Jung Chan Lee; Saram Lee; Yon Su Kim; Hyung-Jin Yoon; Hee Chan Kim (Comput. Methods Programs Biomed., 2017)

Association of Body Mass Index with Estimated Glomerular Filtration Rate and Incident Proteinuria. - Seung Min Lee; Minseon Park; Hyung-Jin Yoon (HEALTHINF, 2018)

Primal-Dual Algorithm for Distributed Reinforcement Learning: Distributed GTD. - Donghwan Lee; Hyung-Jin Yoon; Naira Hovakimyan (CDC, 2018)

Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems. - Hyung-Jin Yoon; Huaiyu Chen; Kehan Long; Heling Zhang; Aditya Gahlawat; Donghwan Lee; Naira Hovakimyan (CoRR, 2018)

Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process. - Hyung-Jin Yoon; Donghwan Lee; Naira Hovakimyan (ACC, 2019)

A Path Planning Framework for a Flying Robot in Close Proximity of Humans. - Hyung-Jin Yoon; Christopher Widdowson; Thiago Marinho; Ranxiao Frances Wang; Naira Hovakimyan (ACC, 2019)

Towards Resilient UAV: Escape Time in GPS Denied Environment with Sensor Drift. - Hyung-Jin Yoon; Wenbin Wan; Hunmin Kim; Naira Hovakimyan; Lui Sha; Petros G. Voulgaris (CoRR, 2019)

High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks. - Aman Rana; Alarice Lowe; Marie Lithgow; Katharine Horback; Tyler Janovitz; Annacarolina Da Silva; Harrison Tsai; Vignesh Shanmugam; Hyung-Jin Yoon; Pratik Shah (CoRR, 2019)

Socially Aware Path Planning for a Flying Robot in Close Proximity of Humans. - Hyung-Jin Yoon; Christopher Widdowson; Thiago Marinho; Ranxiao Frances Wang; Naira Hovakimyan (ACM Trans. Cyber Phys. Syst., 2019)

Estimation and Planning of Exploration Over Grid Map Using A Spatiotemporal Model with Incomplete State Observations. - Hyung-Jin Yoon; Hunmin Kim; Kripash Shrestha; Naira Hovakimyan; Petros G. Voulgaris (CCTA, 2021)

Time Coordination of Multiple UAVs over Switching Communication Networks with Digraph Topologies. - Hyungsoo Kang; Hyung-Jin Yoon; Venanzio Cichella; Naira Hovakimyan; Petros G. Voulgaris (CDC, 2021)

Backup Plan Constrained Model Predictive Control. - Hunmin Kim; Hyung-Jin Yoon; Wenbin Wan; Naira Hovakimyan; Lui Sha; Petros G. Voulgaris (CDC, 2021)

Learning Image Attacks toward Vision Guided Autonomous Vehicles. - Hyung-Jin Yoon; Hamidreza Jafarnejadsani; Petros G. Voulgaris (CoRR, 2021)

Learning Wildfire Model from Incomplete State Observations. - Alissa Chavalithumrong; Hyung-Jin Yoon; Petros G. Voulgaris (CoRR, 2021)

Control Barrier Function Augmentation in Sampling-based Control Algorithm for Sample Efficiency. - Chuyuan Tao; Hunmin Kim; Hyung-Jin Yoon; Naira Hovakimyan; Petros G. Voulgaris (ACC, 2022)

Sampling Complexity of Path Integral Methods for Trajectory Optimization. - Hyung-Jin Yoon; Chuyuan Tao; Hunmin Kim; Naira Hovakimyan; Petros G. Voulgaris (ACC, 2022)

Path Integral Methods with Stochastic Control Barrier Functions. - Chuyuan Tao; Hyung-Jin Yoon; Hunmin Kim; Naira Hovakimyan; Petros G. Voulgaris (CDC, 2022)

Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local Data. - Hyung-Jin Yoon; Petros G. Voulgaris (ICKG, 2022)

A Distributed Deep Learning Approach for A Team of Unmanned Aerial Vehicles for Wildfire Tracking and Coverage. - Kripash Shrestha; Hung Manh La; Hyung-Jin Yoon (IRC, 2022)

Development of Blockchain-Based Health Information Exchange Platform Using HL7 FHIR Standards: Usability Test. - Ye Seul Bae; Yujin Park; Seung Min Lee; Hee Hwa Seo; Hyeonji Lee; Taehoon Ko; Eunsol Lee; Sang Min Park; Hyung-Jin Yoon (IEEE Access, 2022)

Adaptive Risk Sensitive Path Integral for Model Predictive Control via Reinforcement Learning. - Hyung-Jin Yoon; Chuyuan Tao; Hunmin Kim; Naira Hovakimyan; Petros G. Voulgaris (MED, 2023)

Implementation of Interoperable Healthcare Standards for Community Healthcare. - Ye Seul Bae; Yeju Park; Seung Min Lee; Hahyun You; Yujin Park; Hyeonji Lee; Hyung-Jin Yoon (MIE, 2023)

Backup Plan Constrained Model Predictive Control with Guaranteed Stability. - Ran Tao; Hunmin Kim; Hyung-Jin Yoon; Wenbin Wan; Naira Hovakimyan; Lui Sha; Petros G. Voulgaris (CoRR, 2023)

Synergistic Perception and Control Simplex for Verifiable Safe Vertical Landing. - Ayoosh Bansal; Yang Zhao; James Zhu; Sheng Cheng 001; Yuliang Gu; Hyung-Jin Yoon; Hunmin Kim; Naira Hovakimyan; Lui Sha (CoRR, 2023)

Learning When to Use Adaptive Adversarial Image Perturbations Against Autonomous Vehicles. - Hyung-Jin Yoon; Hamidreza Jafarnejadsani; Petros G. Voulgaris (IEEE Robotics Autom. Lett., 2023)

Bayesian Data Augmentation and Training for Perception DNN in Autonomous Aerial Vehicles. - Ashik E. Rasul; Humaira Tasnim; Hyung-Jin Yoon; Ayoosh Bansal; Duo Wang; Naira Hovakimyan; Lui Sha; Petros G. Voulgaris (CoRR, 2024)

Verification and Validation of a Vision-Based Landing System for Autonomous VTOL Air Taxis. - Ayoosh Bansal; Duo Wang; Mikael Yeghiazaryan; Yangge Li; Chuyuan Tao; Hyung-Jin Yoon; Prateek Arora; Christos Papachristos; Petros G. Voulgaris; Sayan Mitra; Lui Sha; Naira Hovakimyan (CoRR, 2024)

A Novel Measure of Human Safety Perception in Response to Flight Characteristics of Collocated UAVs in Virtual Reality. - Christopher Widdowson; Hyung-Jin Yoon; Naira Hovakimyan; Ranxiao Frances Wang (IEEE Trans. Hum. Mach. Syst., 2024)

Continual learning framework for a multicenter study with an application to electrocardiogram. - Junmo Kim; Min Hyuk Lim; Kwangsoo Kim; Hyung-Jin Yoon (BMC Medical Informatics Decis. Mak., 2024)

Review learning: Real world validation of privacy preserving continual learning across medical institutions. - Jaesung Yoo; Sunghyuk Choi; Ye Seul Yang; Suhyeon Kim; Jieun Choi; Dongkyeong Lim; Yaeji Lim; Hyung Joon Joo; Dae Jung Kim; Rae Woong Park; Hyung-Jin Yoon; Kwangsoo Kim (Comput. Biol. Medicine, 2025)

Real-time Adversarial Image Perturbations for Autonomous Vehicles Using Reinforcement Learning. - Hyung-Jin Yoon; Ryan Holmes; Hamidreza Jafarnejadsani; Petros G. Voulgaris (ACM Trans. Cyber Phys. Syst., 2025)

State Estimation and Control of Dynamic Systems from High-Dimensional Image Data. - Ashik E. Rasul; Hyung-Jin Yoon (CoRR, 2025)