Bortolussi, Luca

8 publications

TMLR 2025 Blending Adversarial Training and Representation-Conditional Purification via Aggregation Improves Adversarial Robustness Emanuele Ballarin, Alessio Ansuini, Luca Bortolussi

ECML-PKDD 2025 Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers Sara Candussio, Gaia Saveri, Gabriele Sarti, Luca Bortolussi

ICLR 2025 Intrinsic Dimension Correlation: Uncovering Nonlinear Connections in Multimodal Representations Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez

TMLR 2025 ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello

AAAI 2025 Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation Federico Julian Camerota Verdù, Lorenzo Castelli, Luca Bortolussi

AAAI 2025 Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints Davide Scassola, Sebastiano Saccani, Ginevra Carbone, Luca Bortolussi

ECML-PKDD 2024 Retrieval-Augmented Mining of Temporal Logic Specifications from Data Gaia Saveri, Luca Bortolussi

NeurIPS 2020 Robustness of Bayesian Neural Networks to Gradient-Based Attacks Ginevra Carbone, Matthew Wicker, Luca Laurenti, Andrea Patane', Luca Bortolussi, Guido Sanguinetti