Dirac equation in 2-dimensional curved spacetime, particle creation, and coupled waveguide arrays
Elsevier, 2016
Posts by Collection
publications
Dirac equation on a square waveguide lattice with site-dependent coupling strengths and the gravitational Aharonov-Bohm effect
American Physical Society, 2020
Graph Scattering beyond Wavelet Shackles
NeurIPS - Advances in Neural Information Processing Systems, 2022
Limitless stability for Graph Convolutional Networks
ICLR - International Conference on Learning Representations, 2023
ResolvNet: A Graph Convolutional Network with multi-scale Consistency
Oral @ New Frontiers in Graph Learning Workshop (NeurIPS 2023), 2023
HoloNets: Spectral Convolutions do extend to Directed Graphs
ICLR - International Conference on Learning Representations. Also accepted at: NeurIPS 2023 New Frontiers in Graph Learning Workshop (Oral); Graph Signal Processing Workshop 2024 (Oral)., 2024
Transferability for Graph Convolutional Networks
Outstanding Abstract @ ICML 2024 Workshop on Geometry-grounded Representation Learning and Generative Modeling, 2024
On the successful Incorporation of Scale into Graph Neural Networks
Best Paper & Oral @ ICLR 2025 Workshop on Machine Learning Multiscale Processes, 2025
talks
Learning on Graphs Conference
Published:
Invited talk presented at the Learning on Graphs Conference satellite event at Ecole Polytechnique, Paris.
Learning on Graphs Conference
Published:
Two oral presentations given at the Learning on Graphs Conference satellite event at King Juan Carlos University, Madrid.
Frontiers in Graph Learning Workshop
Published:
Two oral presentations given at the Frontiers in Graph Learning Workshop, NeurIPS 2023.
Learning on Graphs & Geometry Seminar (LoG2)
Published:
Invited talk presented at the Learning on Graphs & Geometry Seminar (LoG2), University of Oxford.
Graph Signal Processing Workshop
Published:
Oral presentation given at the Graph Signal Processing Workshop, Delft University.
Machine Learning Multiscale Processes Workshop
Published:
Invited talk presented at the Machine Learning Multiscale Processes Workshop during ICLR 2025.