Mining for meaning: from vision to language through multiple networks consensus. - Iulia Duta; Andrei Liviu Nicolicioiu; Simion-Vlad Bogolin; Marius Leordeanu (BMVC, 2018)

Recurrent Space-time Graph Neural Networks. - Andrei Liviu Nicolicioiu; Iulia Duta; Marius Leordeanu (NeurIPS, 2019)

Recurrent Space-time Graphs for Video Understanding. - Andrei Liviu Nicolicioiu; Iulia Duta; Marius Leordeanu (CoRR, 2019)

Dynamic Regions Graph Neural Networks for Spatio-Temporal Reasoning. - Iulia Duta; Andrei Liviu Nicolicioiu (CoRR, 2020)

Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks. - Iulia Duta; Andrei Liviu Nicolicioiu; Marius Leordeanu (NeurIPS, 2021)

The First Learning on Graphs Conference: Preface. - Bastian Rieck; Razvan Pascanu; Yuanqi Du; Hannes Stärk; Derek Lim; Chaitanya K. Joshi; Andreea Deac; Iulia Duta; Joshua Robinson 001; Gabriele Corso; Leonardo Cotta; Yanqiao Zhu 001; et al. (LoG, 2022)

The Second Learning on Graphs Conference: Preface. - Soledad Villar; Benjamin Paul Chamberlain; Yuanqi Du; Hannes Stärk; Chaitanya K. Joshi; Andreea Deac; Iulia Duta; Joshua Robinson 001; Yanqiao Zhu 001; Kexin Huang; Michelle M. Li; Sofia Bourhim; et al. (LoG, 2023)

Sheaf Hypergraph Networks. - Iulia Duta; Giulia Cassarà; Fabrizio Silvestri; Pietro Lió (NeurIPS, 2023)

Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks. - Ferran Hernandez Caralt; Guillermo Bernárdez Gil; Iulia Duta; Pietro Liò; Eduard Alarcón-Cot (CoRR, 2024)

Heterogeneous Sheaf Neural Networks. - Luke Braithwaite; Iulia Duta; Pietro Liò (CoRR, 2024)

SPHINX: Structural Prediction using Hypergraph Inference Network. - Iulia Duta; Pietro Liò (CoRR, 2024)

Explaining Hypergraph Neural Networks: From Local Explanations to Global Concepts. - Shiye Su; Iulia Duta; Lucie Charlotte Magister; Pietro Liò (CoRR, 2024)

Sheaves Reloaded: A Directional Awakening. - Stefano Fiorini; Hakan Aktas; Iulia Duta; Stefano Coniglio; Pietro Morerio; Alessio Del Bue; Pietro Liò (CoRR, 2025)

Wasserstein Hypergraph Neural Network. - Iulia Duta; Pietro Liò (CoRR, 2025)