Xie, Yilin

3 publications

AISTATS 2025 Global Optimization of Gaussian Process Acquisition Functions Using a Piecewise-Linear Kernel Approximation Yilin Xie, Shiqiang Zhang, Joel Paulson, Calvin Tsay

ICLRW 2025 Molecular Design Using Graph Bayesian Optimization with Shortest-Path Kernels Yilin Xie, Shiqiang Zhang, Jixiang Qing, Ruth Misener, Calvin Tsay

NeurIPS 2025 The Catechol Benchmark: Time-Series Solvent Selection Data for Few-Shot Machine Learning Toby Boyne, Juan S Campos, Rebecca D. Langdon, Jixiang Qing, Yilin Xie, Shiqiang Zhang, Calvin Tsay, Ruth Misener, Daniel W. Davies, Kim E Jelfs, Sarah Boyall, Thomas Mark Dixon, Linden Schrecker, Jose Pablo Folch