Publications of Giangiacomo Mercatali
2024
| Diffusion Twigs with Loop Guidance for Conditional Graph Generation, , , and , in: Thirty-Eighth Annual Conference on Neural Information Processing Systems, 2024 |
| Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series, , and , in: Thirty-Eighth Annual Conference on Neural Information Processing Systems, 2024 |
2023
| Learning Disentangled Representations for Natural Language Definitions, , , and , in: In Findings of the European chapter of Association for Computational Linguistics, 2023 |
|
2022
| Symmetry-induced Disentanglement on Graphs, , and , in: Advances in Neural Information Processing Systems 35, 2022 |
2021
| Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, and , in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021 |