A multigrid approach to SDP relaxations of sparse polynomial optimization problems. - Juan S. Campos (2017)

A Multigrid Approach to SDP Relaxations of Sparse Polynomial Optimization Problems. - Juan S. Campos; Panos Parpas (SIAM J. Optim., 2018)

A multilevel analysis of the Lasserre hierarchy. - Juan S. Campos; Ruth Misener; Panos Parpas (Eur. J. Oper. Res., 2019)

Optimizing over trained GNNs via symmetry breaking. - Shiqiang Zhang; Juan S. Campos; Christian Feldmann; David Walz; Frederik Sandfort; Miriam Mathea; Calvin Tsay; Ruth Misener (NeurIPS, 2023)

Verifying message-passing neural networks via topology-based bounds tightening. - Christopher Hojny; Shiqiang Zhang; Juan S. Campos; Ruth Misener (ICML, 2024)

Augmenting optimization-based molecular design with graph neural networks. - Shiqiang Zhang; Juan S. Campos; Christian Feldmann; Frederik Sandfort; Miriam Mathea; Ruth Misener (Comput. Chem. Eng., 2024)

Limeade: Let integer molecular encoding aid. - Shiqiang Zhang; Christian Feldmann; Frederik Sandfort; Miriam Mathea; Juan S. Campos; Ruth Misener (CoRR, 2024)

The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning. - Toby Boyne; Juan S. Campos; Becky D. Langdon; Jixiang Qing; Yilin Xie; Shiqiang Zhang; Calvin Tsay; Ruth Misener; Daniel W. Davies; Kim E. Jelfs; Sarah Boyall; Thomas M. Dixon; et al. (CoRR, 2025)