Giangiacomo Mercatali

According to our database, Giangiacomo Mercatali authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Variational Grey-Box Dynamics Matching.

Gurjeet Sangra Singh, Frantzeska Lavda, Giangiacomo Mercatali, Alexandros Kalousis

CoRR, February, 2026

2025

MING: A Functional Approach to Learning Molecular Generative Models.

Van Khoa Nguyen, Maciej Falkiewicz, Giangiacomo Mercatali, Alexandros Kalousis

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Diffusion Twigs with Loop Guidance for Conditional Graph Generation.

Giangiacomo Mercatali, Yogesh Verma, André Freitas, Vikas Garg

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series.

Giangiacomo Mercatali, André Freitas, Jie Chen

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Learning Disentangled Representations for Natural Language Definitions.

Danilo Silva de Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Symmetry-induced Disentanglement on Graphs.

Giangiacomo Mercatali, André Freitas, Vikas Garg

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders.

Giangiacomo Mercatali, André Freitas

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021