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Giangiacomo Mercatali
First name(s): Giangiacomo
Last name(s): Mercatali

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