Vivian Lin

According to our database, Vivian Lin authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

Safety Monitoring for Learning-Enabled Cyber-Physical Systems in Out-of-Distribution Scenarios.

Vivian Lin, Ramneet Kaur, Yahan Yang, Souradeep Dutta, Yiannis Kantaros, Anirban Roy, Susmit Jha, Oleg Sokolsky, Insup Lee

Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems, 2025

Monitor and Recover: A Paradigm for Future Research on Distribution Shift in Learning-Enabled Cyber-Physical Systems.

Vivian Lin, Insup Lee

Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems, 2025

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

Proceedings of the 28th ACM International Conference on Hybrid Systems: Computation and Control, 2025

2024

Credal Bayesian Deep Learning.

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

Trans. Mach. Learn. Res., 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

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

2022

T4V: Exploring Neural Network Architectures that Improve the Scalability of Neural Network Verification.

Vivian Lin, Radoslav Ivanov, James Weimer, Oleg Sokolsky, Insup Lee

Proceedings of the Principles of Systems Design, 2022

2021

Piezoelectric-Based Respiratory Monitoring: Towards Self-Powered Implantables for the Airways.

Luis Lopez Ruiz, Vivian Lin, Lucy Fitzgerald, Joe Zhu, Larry Borish, Daniel Quinn, John C. Lach

Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

Salt-based autopeering for DLT-networks.

Sebastian Müller, Angelo Capossele, Bartosz Kusmierz, Vivian Lin, Hans Moog, Andreas Penzkofer, Olivia Saa, William Sanders, Wolfgang Welz

Proceedings of the 3rd Conference on Blockchain Research & Applications for Innovative Networks and Services, 2021