Poompol (Paul) Buathong

Poompol (Paul) Buathong

he/him

A PhD candidate
in Applied Mathematics
at Cornell University

Publications

* Equal contribution
2026
Chao, Z.*, Buathong, P.*, Selivanovitch, E., Daniel, S. & Frazier, P. I. (2026).
Better Protein Function Prediction by Modeling Survivorship Bias.
arXiv preprint arXiv:2605.06879.
📄 Preprint
Khongkomolsakul, W.*, Buathong, P.*, Yang, E., Dadmohammadi, Y., Zhou, Y., Li, P., Yang, L., Frazier, P. I. & Abbaspourrad, A. (2026).
Improving Thermal and Gastric Stability of Phytase via pH Shifting and Coacervation: A Demonstration of Bayesian Optimization for Rapid Process Tuning.
Food Hydrocolloids, 174, 112296.
📄 Full text 📄 Preprint
2025
Buathong, P., & Frazier, P. I. (2025).
Fast Bayesian Optimization of Function Networks with Partial Evaluations.
In AutoML 2025 Methods Track.
📄 Full text 📄 Preprint 💻 GitHub
2024
Buathong, P.*, Wan, J.*, Astudillo, R., Daulton, S., Balandat, M., & Frazier, P. I. (2024).
Bayesian Optimization of Function Networks with Partial Evaluations.
In Forty-first International Conference on Machine Learning (ICML 2024).
📄 Full text 📄 Preprint 💻 GitHub
2021
Buathong, P., & Krityakierne, T. (2021).
Optimization models for efficient (T, r) broadcast domination in graphs.
Symmetry, 13(6), 1028.
📄 Full text
2020
Buathong, P., & Krityakierne, T. (2020).
Influence of heuristic search strategy for optimizing acquisition function in Bayesian combinatorial optimization.
In Annual Pure and Applied Mathematics Conference, pp. 252–263. Chulalongkorn University.
📄 Full text
Buathong, P.*, Ginsbourger, D.*, & Krityakierne, T. (2020).
Kernels over sets of finite sets using RKHS embeddings, with application to Bayesian (combinatorial) optimization.
In International Conference on Artificial Intelligence and Statistics (AISTATS 2020), pp. 2731–2741. PMLR.
📄 Full text 📄 Preprint