Giangiacomo Mercatali

12 papers A* 3A 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variational Grey-Box Dynamics Matching.
CoRR
Gurjeet Sangra Singh, Frantzeska Lavda, Giangiacomo Mercatali, Alexandros Kalousis
2025 A conf
MING: A Functional Approach to Learning Molecular Generative Models.
AISTATS
Van Khoa Nguyen, Maciej Falkiewicz, Giangiacomo Mercatali, Alexandros Kalousis
2024 A* conf
Diffusion Twigs with Loop Guidance for Conditional Graph Generation.
NeurIPS
Giangiacomo Mercatali, Yogesh Verma, André Freitas, Vikas Garg
2024 J jnl
Diffusion Twigs with Loop Guidance for Conditional Graph Generation.
CoRR
Giangiacomo Mercatali, Yogesh Verma, André Freitas, Vikas Garg
2024 A* conf
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series.
NeurIPS
Giangiacomo Mercatali, André Freitas, Jie Chen
2024 J jnl
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series.
CoRR
Giangiacomo Mercatali, André Freitas, Jie Chen
2024 J jnl
MING: A Functional Approach to Learning Molecular Generative Models.
CoRR
Van Khoa Nguyen, Maciej Falkiewicz, Giangiacomo Mercatali, Alexandros Kalousis
2023 — conf
Learning Disentangled Representations for Natural Language Definitions.
EACL (Findings)
Danilo Silva de Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas
2022 J jnl
Learning Disentangled Representations for Natural Language Definitions.
CoRR
Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, André Freitas
2022 A* conf
Symmetry-induced Disentanglement on Graphs.
NeurIPS
Giangiacomo Mercatali, André Freitas, Vikas Garg
2021 — conf
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders.
EMNLP (Findings)
Giangiacomo Mercatali, André Freitas
2021 J jnl
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders.
CoRR
Giangiacomo Mercatali, André Freitas