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I am currently a Ph.D. student in the School of Industrial Engineering at Purdue University. Under the mentorship of Dr. Sivaranjani Seetharaman, my research interests lie at provable guarantees in system identification and controller synthesis, physics informed neural network, efficient and scalable algorithms in robustness certification, and safe learning.
Xu, Y., Sivaranjani, S., & Gupta, V. (2025). Learning Neural Koopman Operators with Dissipativity Guarantees. In Proceedings of the 64th IEEE Conference on Decision and Control (CDC), 2025.
Xu, Y., & Sivaranjani, S. ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks. In The Thirty-eighth Annual Conference on Neural Information Processing Systems (Spotlight).
Xu, Y. and Sivaranjani, S., 2023. Learning Dissipative Neural Dynamical Systems. IEEE Control Systems Letters, 7, pp.3531-3536.
Awards
Awards
Audience Choice Award (Gold), Poster Session, ICON Student Research Conference 2026
Student Travel Award, CDC 2025 (Workshop & Main Conference)
NSF Travel Award, Learning for Dynamics and Control Conference (L4DC), 2025
NeurIPS Scholar Award, NeurIPS, 2024
Purdue Graduate Student Government (PGSG) Travel Grant, NeurIPS, 2024
Presentations and Meetings
Presentations and Meetings
2026.01 Talk and Poster at 4th ICON Student Research Conference (ICON SRC)
2025.12. Talk at 64th IEEE Conference on Decision and Control (CDC 2025)
2025.09. Talk at Workshop Scientific Machine Learning: Theory, Algorithms and Applications (CCAM)
2025.06. 7th Annual Learning for Dynamics & Control Conference (L4DC)
2025.06. Talk at Edwardson Summer Seminar
2025.04. Poster at the 11th Midwest Workshop on Control and Game Theory
2024.12. Spotlight poster at the Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)
2024.07. Talk at 2024 American Control Conference (ACC 2024)
2024.04. Talk at ICON 2nd Student Conference (ICON SRC)
2024.02. Talk at Grad WiE Network Symposium
2023.10. INFORMS Annual Meetings
2023.09. Poster at the AFSOR Poster Session
Review Service
Review Service
2026 International Conference on Machine Learning (ICML)
2026 European Control Conference (ECC)
2025 Neural Information Processing Systems (NeurIPS)
2025 Conference on Decision and Control (CDC)
2025 IEEE Control Systems Letters (LCSS)
2025 Indian Control Conference (ICC).
2025 Learning for Dynamics and Control Conference (L4DC)
2024 IEEE Control Systems Letters (LCSS-CDC)
2024 Indian Control Conference (ICC)
2023 Indian Control Conference (ICC)
Teaching Experience
Teaching Experience
Teaching assistant of IE 47400 Industrial Controls Systems in 2023 Spring.
Conducted a recitation of tutorial on MATLAB Control System Toolbox and Simulink.
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