Research Activities

My current research lies at the interface of graph based representation of data and the definition of machine learning methods operating on graphs. In my recent works, I focused on :

An up to date list of publications can be found at Google Scholar.

All publications are available for download on HAL. If you still need any pdf, please drop a mail.

Most of papers have been implemented. Please check my github.

My ORCID record.

Last papers

Projects

Students

I co-advised some PhD :

This thesis aims to improve the pooling operator in graph neural networks.

How can we use modern graph generation techniques to improve the computation of graph preimage.

Definition of methods based on graph representations for chemoinformatics. Lead to a contribution on the learning of graph edit distance costs and a preimage method based on graph median.