Veronica Lachi

15 papers A* 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hyperbolic Graph Neural Networks Under the Microscope: The Role of Geometry-Task Alignment.
CoRR
Dionisia Naddeo, Jonas Linkerhägner, Nicola Toschi, Geri Skenderi, Veronica Lachi
2026 J jnl
Rethinking GNNs and Missing Features: Challenges, Evaluation and a Robust Solution.
CoRR
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Akiyoshi Matono, Andrea Passerini, Xin Liu, Manfred Jaeger
2025 J jnl
Boosting Relational Deep Learning with Pretrained Tabular Models.
CoRR
Veronica Lachi, Antonio Longa, Beatrice Bevilacqua, Bruno Lepri, Andrea Passerini, Bruno Ribeiro
2025 J jnl
Bridging Theory and Practice in Link Representation with Graph Neural Networks.
CoRR
Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger
2025 J jnl
Expressive Pooling for Graph Neural Networks.
Trans. Mach. Learn. Res.
Veronica Lachi, Alice Moallemy-Oureh, Andreas Roth, Pascal Welke
2025 J jnl
GNNs Meet Sequence Models Along the Shortest-Path: an Expressive Method for Link Prediction.
CoRR
Francesco Ferrini, Veronica Lachi, Antonio Longa, Bruno Lepri, Andrea Passerini
2024 — conf
A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation.
GRaM
Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini
2024 J jnl
Weisfeiler-Lehman goes dynamic: An analysis of the expressive power of Graph Neural Networks for attributed and dynamic graphs.
Neural Networks
Silvia Beddar-Wiesing, Giuseppe Alessio D'Inverno, Caterina Graziani, Veronica Lachi, Alice Moallemy-Oureh, Franco Scarselli, Josephine Maria Thomas
2023 J jnl
Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities.
Trans. Mach. Learn. Res.
Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini, Bruno Lepri, Pietro Lio, Franco Scarselli, Andrea Passerini
2023 J jnl
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities.
CoRR
Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini, Bruno Lepri, Pietro Liò, Franco Scarselli, Andrea Passerini
2023 J jnl
Impact of the Covid 19 outbreaks on the italian twitter vaccination debat: a network based analysis.
CoRR
Veronica Lachi, Giovanna Maria Dimitri, Alessandro Di Stefano, Pietro Liò, Monica Bianchini, Chiara Mocenni
2023 A* conf
The expressive power of pooling in Graph Neural Networks.
NeurIPS
Filippo Maria Bianchi, Veronica Lachi
2023 J jnl
The expressive power of pooling in Graph Neural Networks.
CoRR
Filippo Maria Bianchi, Veronica Lachi
2022 J jnl
A Neural Network Approach for the Analysis of Reproducible Ribo-Seq Profiles.
Algorithms
Giorgia Giacomini, Caterina Graziani, Veronica Lachi, Pietro Bongini, Niccolò Pancino, Monica Bianchini, Davide Chiarugi, Angelo Valleriani, Paolo Andreini
2022 J jnl
Weisfeiler-Lehman goes Dynamic: An Analysis of the Expressive Power of Graph Neural Networks for Attributed and Dynamic Graphs.
CoRR
Silvia Beddar-Wiesing, Giuseppe Alessio D'Inverno, Caterina Graziani, Veronica Lachi, Alice Moallemy-Oureh, Franco Scarselli, Josephine Maria Thomas