Full-time Faculty
Photo of Sing-Yuan Yeh
Assistant Professor

Sing-Yuan Yeh

Research areas

  • Manifold Learning
  • Machine Learning

Education

Ph.D., National Taiwan University

Experience

Technion -- I.I.T. Visiting PhD Student 2025.12 ~ 2026.06

Honors

Merit Award, MATLAB & Simulink Call for Papers 2024

Publications

[1] Yen, Y. J., Lu, D. Y., Yeh, S. Y., Ding, J. J., & Shen, C. Y. (2025). High-Order Synchrosqueezed Chirplet Transforms for Multicomponent Signal Analysis. Applied and Computational Harmonic Analysis, 101839.

[2] Yeh, S. Y., Wu, H. T., Talmon, R., & Tsui, M. P. (2025). Landmark alternating diffusion. SIAM Journal on Mathematics of Data Science, 7(2), 621-642.

[3] Yeh, S. Y., Chang, F. C., Yueh, C. W., Wu, P. Y., Bernacchia, A., & Vakili, S. (2023, April). Sample complexity of kernel-based Q-learning. In International Conference on Artificial Intelligence and Statistics (pp. 453-469). PMLR.