Vivian Lin

Most-cited papers

1. Imprecise Bayesian Neural Networks

   Michele Caprio, Souradeep Dutta, Kuk Jin Jang, Vivian Lin +3 more

   2023arXiv.org19 citations Open access

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2. Distributionally Robust Statistical Verification with Imprecise Neural Networks

   Souradeep Dutta, Michele Caprio, Vivian Lin, Matthew Cleaveland +4 more

   2023International Conference on Hybrid Systems: Computation and Control17 citations Open access

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

   Vivian Lin, Kuk-Jin Jang, Souradeep Dutta, Michele Caprio +2 more

   2023Conference on Learning for Dynamics & Control9 citations

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4. Development of oculomics artificial intelligence for cardiovascular risk factors: A case study in fundus oculomics for HbA1c assessment and clinically relevant considerations for clinicians

   Joshua Ong, Kuk-Jin Jang, Seung Ju Baek, Dongyin Hu +13 more

   2024Asia - Pacific Journal of Ophthalmology8 citations Open access

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

   Vivian Lin, Ramneet Kaur, Yahan Yang, Souradeep Dutta +5 more

   2025International Conference on Cyber-Physical Systems7 citations Open access

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6. Reliable and Interpretable Visual Field Progression Prediction with Diffusion Models and Conformal Risk Control

   Wen-Wen Si, Vivian Lin, Bo Sun, Kuk-Jin Jang +6 more

   2025International Conference on Medical Image Computing and Computer-Assisted Intervention2 citations Open access

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7. Pattern-Guided Diffusion Models

   Vivian Lin, K. Jang, Wen-Wen Si, Insup Lee

   2025arXiv.org0 citations

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

   Vivian Lin, Insup Lee

   2025International Conference on Cyber-Physical Systems0 citations Open access

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9. Narrowing the Gap: Towards Analyzable and Realistic Simulators for Safety Analysis of Neural Network Control Systems

   Vivian Lin, James Weimer, Insup Lee

   20230 citations

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10. Take Me Home: Reversing Distribution Shifts using Reinforcement Learning

    Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio +2 more

    2023arXiv.org0 citations Open access

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11. Restaurant Recommendation for Facebook Users

    Qiaosha Han, Vivian Lin, Wen-Qing Dai

    20120 citations

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