Juan S. Campos

According to our database, Juan S. Campos authored at least 6 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Verifying message-passing neural networks via topology-based bounds tightening.

Christopher Hojny, Shiqiang Zhang, Juan S. Campos, Ruth Misener

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Optimizing over trained GNNs via symmetry breaking.

Shiqiang Zhang, Juan S. Campos, Christian Feldmann, David Walz, Frederik Sandfort, Miriam Mathea, Calvin Tsay, Ruth Misener

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2019

A multilevel analysis of the Lasserre hierarchy.

Juan S. Campos, Ruth Misener, Panos Parpas

Eur. J. Oper. Res., 2019

2018

A Multigrid Approach to SDP Relaxations of Sparse Polynomial Optimization Problems.

Juan S. Campos, Panos Parpas

SIAM J. Optim., 2018

2017

A multigrid approach to SDP relaxations of sparse polynomial optimization problems.

Juan S. Campos

PhD thesis, 2017