Kuk Jin Jang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Robust Statistical

Hybrid Automata

Clinical Trials

Top Venues

Publications

Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio, Oleg Sokolsky, Insup Lee
DC4L: Distribution shift recovery via data-driven control for deep learning models. L4DC (2024)
Kuk Jin Jang, Souradeep Dutta, Jean Park, James Weimer, Insup Lee
Memory Classifiers for Robust ECG Classification against Physiological Noise. EMBC (2023)
Michele Caprio, Souradeep Dutta, Kuk Jin Jang, Vivian Lin, Radoslav Ivanov, Oleg Sokolsky, Insup Lee
Imprecise Bayesian Neural Networks. CoRR (2023)
Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio, Oleg Sokolsky, Insup Lee
Take Me Home: Reversing Distribution Shifts using Reinforcement Learning. CoRR (2023)
Yahan Yang, Souradeep Dutta, Kuk Jin Jang, Oleg Sokolsky, Insup Lee
Incremental Learning with Memory Regressors for Motion Prediction in Autonomous Racing. ICCPS (2023)
Souradeep Dutta, Michele Caprio, Vivian Lin, Matthew Cleaveland, Kuk Jin Jang, Ivan Ruchkin, Oleg Sokolsky, Insup Lee
Distributionally Robust Statistical Verification with Imprecise Neural Networks. CoRR (2023)
Jiyue He, Kuk Jin Jang, Katie Walsh, Jackson Liang, Sanjay Dixit, Rahul Mangharam
Electroanatomic Mapping to determine Scar Regions in patients with Atrial Fibrillation. CoRR (2022)
Alëna Rodionova, Yash Vardhan Pant, Connor Kurtz, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam
Learning-'N-Flying: A Learning-based, Decentralized Mission Aware UAS Collision Avoidance Scheme. CoRR (2021)
Alëna Rodionova, Yash Vardhan Pant, Connor Kurtz, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam
Learning-'N-Flying: A Learning-Based, Decentralized Mission-Aware UAS Collision Avoidance Scheme. ACM Trans. Cyber Phys. Syst. 5 (4) (2021)
Alëna Rodionova, Yash Vardhan Pant, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam
Learning-to-Fly: Learning-based Collision Avoidance for Scalable Urban Air Mobility. ITSC (2020)
Alëna Rodionova, Yash Vardhan Pant, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam
Learning-to-Fly: Learning-based Collision Avoidance for Scalable Urban Air Mobility. CoRR (2020)
Kuk Jin Jang, Yash Vardhan Pant, Bo Zhang, James Weimer, Rahul Mangharam
Robustness evaluation of computer-aided clinical trials for medical devices. ICCPS (2019)
Jiyue He, Kuk Jin Jang, Katie Walsh, Jackson Liang, Sanjay Dixit, Rahul Mangharam
Electroanatomic Mapping to determine Scar Regions in patients with Atrial Fibrillation. EMBC (2019)
Kuk Jin Jang, James Weimer, Houssam Abbas, Zhihao Jiang, Jackson Liang, Sanjay Dixit, Rahul Mangharam
Computer Aided Clinical Trials for Implantaule Cardiac Devices. EMBC (2018)
Zhihao Jiang, Houssam Abbas, Kuk Jin Jang, Rahul Mangharam
The Challenges of High-Confidence Medical Device Software. Computer 49 (1) (2016)
Rahul Mangharam, Houssam Abbas, Madhur Behl, Kuk Jin Jang, Miroslav Pajic, Zhihao Jiang
Three challenges in cyber-physical systems. COMSNETS (2016)
Houssam Abbas, Kuk Jin Jang, Rahul Mangharam
Nonlinear Hybrid Automata Model of Excitable Cardiac Tissue. ARCH@CPSWeek (2016)
Zhihao Jiang, Houssam Abbas, Kuk Jin Jang, Marco Beccani, Jackson Liang, Sanjay Dixit, Rahul Mangharam
In-silico pre-clinical trials for implantable cardioverter defibrillators. EMBC (2016)
Houssam Abbas, Kuk Jin Jang, Zhihao Jiang, Rahul Mangharam
Towards Model Checking of Implantable Cardioverter Defibrillators. HSCC (2016)
Houssam Abbas, Zhihao Jiang, Kuk Jin Jang, Marco Beccani, Jackson Liang, Rahul Mangharam
High-level modeling for computer-aided clinical trials of medical devices. HLDVT (2016)
Kuk Jin Jang, Jungmin Ryoo, Orkan Telhan, Rahul Mangharam
Cloud Mat: Context-Aware Personalization of Fitness Content. SCC (2015)
Houssam Abbas, Kuk Jin Jang, Zhihao Jiang, Rahul Mangharam
Model Checking Implantable Cardioverter Defibrillators. CoRR (2015)
Kuk Jin Jang, Hyeyoun Kim, Kook-Nyung Lee, Min-Ho Lee
Multiple reaction analysis of cancer with different markers using silicon nanowire FET. EMBC (2013)
Chae Young Lim, Kuk Jin Jang, Hyun-woo Kim, Young Hwan Kim
A wearable healthcare system for cardiac signal monitoring using conductive textile electrodes. EMBC (2013)
Naveen Verma, Kyong-Ho Lee, Kuk Jin Jang, Ali H. Shoeb
Enabling system-level platform resilience through embedded data-driven inference capabilities in electronic devices. ICASSP (2012)
Kuk Jin Jang, Guha Balakrishnan, Zeeshan Syed, Naveen Verma
Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations. EMBC (2011)
Kyong-Ho Lee, Kuk Jin Jang, Ali H. Shoeb, Naveen Verma
A data-driven modeling approach to stochastic computation for low-energy biomedical devices. EMBC (2011)