Lepri, Bruno

16 publications

NeurIPS 2025 Bridging Theory and Practice in Link Representation with Graph Neural Networks Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini, Manfred Jaeger

TMLR 2025 I Want to Break Free! Persuasion and Anti-Social Behavior of LLMs in Multi-Agent Settings with Social Hierarchy Gian Maria Campedelli, Nicolò Penzo, Massimo Stefan, Roberto Dessi, Marco Guerini, Bruno Lepri, Jacopo Staiano

NeurIPS 2025 On Universality Classes of Equivariant Networks Marco Pacini, Gabriele Santin, Bruno Lepri, Shubhendu Trivedi

AAAI 2025 SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode, Bruno Lepri, Giovanni Iacca

ICLR 2025 Separation Power of Equivariant Neural Networks Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin

ICLR 2024 A Characterization Theorem for Equivariant Networks with Point-Wise Activations Marco Pacini, Xiaowen Dong, Bruno Lepri, Gabriele Santin

ICMLW 2024 A Simple and Expressive Graph Neural Network Based Method for Structural Link Representation Veronica Lachi, Francesco Ferrini, Antonio Longa, Bruno Lepri, Andrea Passerini

TMLR 2024 Personalized Algorithmic Recourse with Preference Elicitation Giovanni De Toni, Paolo Viappiani, Stefano Teso, Bruno Lepri, Andrea Passerini

MLJ 2024 Spatial Entropy as an Inductive Bias for Vision Transformers Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe

TMLR 2023 Graph Neural Networks for Temporal Graphs: State of the Art, Open Challenges, and Opportunities Antonio Longa, Veronica Lachi, Gabriele Santin, Monica Bianchini, Bruno Lepri, Pietro Lio, Franco Scarselli, Andrea Passerini

MLJ 2023 Synthesizing Explainable Counterfactual Policies for Algorithmic Recourse with Program Synthesis Giovanni De Toni, Bruno Lepri, Andrea Passerini

MLJ 2023 Trajectory Test-Train Overlap in Next-Location Prediction Datasets Massimiliano Luca, Luca Pappalardo, Bruno Lepri, Gianni Barlacchi

ICCV 2021 Click to Move: Controlling Video Generation with Sparse Motion Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

NeurIPS 2021 Efficient Training of Visual Transformers with Small Datasets Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco Nadai

CVPR 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai

ECML-PKDD 2017 Structural Semantic Models for Automatic Analysis of Urban Areas Gianni Barlacchi, Alberto Rossi, Bruno Lepri, Alessandro Moschitti