Kuk Jin Jang

According to our database, Kuk Jin Jang authored at least 25 papers between 2011 and 2024.

Collaborative distances:

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

2024

Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models.

Jean Park, Kuk Jin Jang, Basam Alasaly, Sriharsha Mopidevi, Andrew Zolensky, Eric Eaton, Insup Lee, Kevin Johnson

CoRR, 2024

DC4L: Distribution shift recovery via data-driven control for deep learning models.

Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio, Oleg Sokolsky, Insup Lee

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

Distributionally Robust Statistical Verification with Imprecise Neural Networks.

Souradeep Dutta, Michele Caprio, Vivian Lin, Matthew Cleaveland, Kuk Jin Jang, Ivan Ruchkin, Oleg Sokolsky, Insup Lee

CoRR, 2023

Take Me Home: Reversing Distribution Shifts using Reinforcement Learning.

Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio, Oleg Sokolsky, Insup Lee

CoRR, 2023

Imprecise Bayesian Neural Networks.

Michele Caprio, Souradeep Dutta, Kuk Jin Jang, Vivian Lin, Radoslav Ivanov, Oleg Sokolsky, Insup Lee

CoRR, 2023

Incremental Learning with Memory Regressors for Motion Prediction in Autonomous Racing.

Yahan Yang, Souradeep Dutta, Kuk Jin Jang, Oleg Sokolsky, Insup Lee

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Memory Classifiers for Robust ECG Classification against Physiological Noise.

Kuk Jin Jang, Souradeep Dutta, Jean Park, James Weimer, Insup Lee

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Learning-'N-Flying: A Learning-Based, Decentralized Mission-Aware UAS Collision Avoidance Scheme.

Alëna Rodionova, Yash Vardhan Pant, Connor Kurtz, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam

ACM Trans. Cyber Phys. Syst., 2021

2020

Learning-to-Fly: Learning-based Collision Avoidance for Scalable Urban Air Mobility.

Alëna Rodionova, Yash Vardhan Pant, Kuk Jin Jang, Houssam Abbas, Rahul Mangharam

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Robustness evaluation of computer-aided clinical trials for medical devices.

Kuk Jin Jang, Yash Vardhan Pant, Bo Zhang, James Weimer, Rahul Mangharam

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

Electroanatomic Mapping to determine Scar Regions in patients with Atrial Fibrillation.

Jiyue He, Kuk Jin Jang, Katie Walsh, Jackson Liang, Sanjay Dixit, Rahul Mangharam

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Computer Aided Clinical Trials for Implantaule Cardiac Devices.

Kuk Jin Jang, James Weimer, Houssam Abbas, Zhihao Jiang, Jackson Liang, Sanjay Dixit, Rahul Mangharam

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2016

The Challenges of High-Confidence Medical Device Software.

Zhihao Jiang, Houssam Abbas, Kuk Jin Jang, Rahul Mangharam

Computer, 2016

Towards Model Checking of Implantable Cardioverter Defibrillators.

Houssam Abbas, Kuk Jin Jang, Zhihao Jiang, Rahul Mangharam

Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control, 2016

High-level modeling for computer-aided clinical trials of medical devices.

Houssam Abbas, Zhihao Jiang, Kuk Jin Jang, Marco Beccani, Jackson Liang, Rahul Mangharam

Proceedings of the IEEE International High Level Design Validation and Test Workshop, 2016

In-silico pre-clinical trials for implantable cardioverter defibrillators.

Zhihao Jiang, Houssam Abbas, Kuk Jin Jang, Marco Beccani, Jackson Liang, Sanjay Dixit, Rahul Mangharam

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Nonlinear Hybrid Automata Model of Excitable Cardiac Tissue.

Houssam Abbas, Kuk Jin Jang, Rahul Mangharam

Proceedings of the ARCH@CPSWeek 2016, 2016

Three challenges in cyber-physical systems.

Rahul Mangharam, Houssam Abbas, Madhur Behl, Kuk Jin Jang, Miroslav Pajic, Zhihao Jiang

Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

2015

Model Checking Implantable Cardioverter Defibrillators.

Houssam Abbas, Kuk Jin Jang, Zhihao Jiang, Rahul Mangharam

CoRR, 2015

Cloud Mat: Context-Aware Personalization of Fitness Content.

Kuk Jin Jang, Jungmin Ryoo, Orkan Telhan, Rahul Mangharam

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2013

A wearable healthcare system for cardiac signal monitoring using conductive textile electrodes.

Chae Young Lim, Kuk Jin Jang, Hyun-woo Kim, Young Hwan Kim

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Multiple reaction analysis of cancer with different markers using silicon nanowire FET.

Kuk Jin Jang, Hyeyoun Kim, Kook-Nyung Lee, Min-Ho Lee

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Enabling system-level platform resilience through embedded data-driven inference capabilities in electronic devices.

Naveen Verma, Kyong-Ho Lee, Kuk Jin Jang, Ali H. Shoeb

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A data-driven modeling approach to stochastic computation for low-energy biomedical devices.

Kyong-Ho Lee, Kuk Jin Jang, Ali H. Shoeb, Naveen Verma

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations.

Kuk Jin Jang, Guha Balakrishnan, Zeeshan Syed, Naveen Verma

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011