| 2025 | ACSSC | Dirichlet Meets Horvitz and Thompson: Estimating Homophily in Large Networks via Sampling. | Hamed Ajorlou, Gonzalo Mateos, Luana Ruiz |
| 2025 | ICASSP | Improved Image Classification with Manifold Neural Networks. | Caio F. Deberaldini Netto, Zhiyang Wang, Luana Ruiz |
| 2025 | ISIT | A Local Graph Limits Perspective on Sampling-Based GNNs. | Yeganeh Alimohammadi, Luana Ruiz, Amin Saberi |
| 2024 | ICASSP | A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs. | Luana Ruiz, Ningyuan Teresa Huang, Soledad Villar |
| 2024 | ICLR | A Poincar Inequality and Consistency Results for Signal Sampling on Large Graphs. | Thien Le, Luana Ruiz, Stefanie Jegelka |
| 2023 | ACSSC | Convergence of Graph Neural Networks on Relatively Sparse Graphs. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2023 | ICASSP | Training Graph Neural Networks on Growing Stochastic Graphs. | Juan Cervio, Luana Ruiz, Alejandro Ribeiro |
| 2023 | ICASSP | Convolutional Filtering on Sampled Manifolds. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2023 | ICML | Graph Neural Tangent Kernel: Convergence on Large Graphs. | Sanjukta Krishnagopal, Luana Ruiz |
| 2022 | ACSSC | Convolutional Neural Networks on Manifolds: From Graphs and Back. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2022 | ICASSP | Training Stable Graph Neural Networks Through Constrained Learning. | Juan Cervio, Luana Ruiz, Alejandro Ribeiro |
| 2022 | ICASSP | Stable and Transferable Wireless Resource Allocation Policies Via Manifold Neural Networks. | Zhiyang Wang, Luana Ruiz, Mark Eisen, Alejandro Ribeiro |
| 2022 | ICASSP | Stability of Neural Networks on Manifolds to Relative Perturbations. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2021 | ACSSC | Transferable Graph Neural Networks on Large-Scale Stochastic Graphs. | Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro |
| 2021 | ICASSP | Nonlinear State-Space Generalizations of Graph Convolutional Neural Networks. | Luana Ruiz, Fernando Gama, Alejandro Ribeiro, Elvin Isufi |
| 2021 | ICASSP | Graphon and Graph Neural Network Stability. | Luana Ruiz, Zhiyang Wang, Alejandro Ribeiro |
| 2020 | ICASSP | The Graphon Fourier Transform. | Luana Ruiz, Luiz F. O. Chamon, Alejandro Ribeiro |
| 2020 | ICASSP | Spatial Gating Strategies for Graph Recurrent Neural Networks. | Luana Ruiz, Fernando Gama, Alejandro Ribeiro |
| 2019 | ICASSP | Median Activation Functions for Graph Neural Networks. | Luana Ruiz, Fernando Gama, Antonio G. Marques, Alejandro Ribeiro |