| 2025 | IBPRIA | Multi-Hop Pooling: Leveraging Transition Matrices for Hierarchical Graph Representation Learning. | Ahmed Begga, Francisco Escolano, Miguel Angel Lozano |
| 2025 | IBPRIA | Node Representation Diversity via Entropy Maximization in Graph Neural Networks. | Ahmed Begga, Francisco Escolano, Miguel Angel Lozano |
| 2022 | IJCAI | Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract). | Miguel Angel Lozano, scar Garibo i Orts, Eloy Piol, Miguel Rebollo, Kristina Polotskaya, Miguel ngel Garca-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver |
| 2020 | SSPR | The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | DCAI | Hand Gesture Detection with Convolutional Neural Networks. | Samer Alashhab, Antonio Javier Gallego, Miguel Angel Lozano |
| 2018 | ICPR | net4Lap: Neural Laplacian Regularization for Ranking and Re-Ranking. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin Robert Hancock |
| 2018 | ICPR | Semi-supervised Graph Rewiring with the Dirichlet Principle. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2018 | SSPR | Dirichlet Densifiers: Beyond Constraining the Spectral Gap. | Manuel Curado, Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2016 | SSPR | Dirichlet Graph Densifiers. | Francisco Escolano, Manuel Curado, Miguel Angel Lozano, Edwin R. Hancock |
| 2011 | CVPR | Graph matching through entropic manifold alignment. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2010 | CVPR | Bypass information-theoretic shape similarity from non-rigid points-based alignment. | Francisco Escolano, Miguel Angel Lozano, Boyan Bonev, Pablo Suau |
| 2010 | ICPR | Heat Flow-Thermodynamic Depth Complexity in Networks. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock |
| 2010 | SSPR | What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach. | Francisco Escolano, Miguel Angel Lozano, Edwin R. Hancock, Daniela Giorgi |
| 2009 | IWANN | Kernelization of Softassign and Motzkin-Strauss Algorithms. | Miguel Angel Lozano, Francisco Escolano |
| 2008 | ICPR | Birkhoff polytopes, heat kernels and graph complexity. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2008 | SSPR | Polytopal Graph Complexity, Matrix Permanents, and Embedding. | Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano |
| 2004 | CIARP | Regularization Kernels and Softassign. | Miguel Angel Lozano, Francisco Escolano |
| 2004 | SSPR | A Significant Improvement of Softassign with Diffusion Kernels. | Miguel Angel Lozano, Francisco Escolano |
| 2003 | CIARP | Two New Scale-Adapted Texture Descriptors for Image Segmentation. | Miguel Angel Lozano, Francisco Escolano |