| 2017 | ICANN | Modularity-Driven Kernel k-means for Community Detection. | Felix Sommer, Franois Fouss, Marco Saerens |
| 2016 | ICANN | Comparison of Graph Node Distances on Clustering Tasks. | Felix Sommer, Franois Fouss, Marco Saerens |
| 2014 | ESANN | Improving accuracy by reducing the importance of hubs in nearest-neighbor recommendations. | Franois Fouss, Clmentine Van Parijs |
| 2014 | ESANN | The Sum-over-Forests clustering. | Mathieu Senelle, Marco Saerens, Franois Fouss |
| 2010 | ICPR | Normalized Sum-over-Paths Edit Distances. | Silvia Garca-Dez, Franois Fouss, Masashi Shimbo, Marco Saerens |
| 2007 | PAKDD | Graph Nodes Clustering Based on the Commute-Time Kernel. | Luh Yen, Franois Fouss, Christine Decaestecker, Pascal Francq, Marco Saerens |
| 2006 | ICANN | Optimal Tuning of Continual Online Exploration in Reinforcement Learning. | Youssef Achbany, Franois Fouss, Luh Yen, Alain Pirotte, Marco Saerens |
| 2006 | ICDM | An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task. | Franois Fouss, Luh Yen, Alain Pirotte, Marco Saerens |
| 2005 | ESANN | clustering using a random walk based distance measure. | Luh Yen, Denis Vanvyve, Fabien Wouters, Franois Fouss, Michel Verleysen, Marco Saerens |
| 2003 | ICDM | Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains. | Franois Fouss, Marco Saerens, Jean-Michel Renders |