Leofante, Francesco

11 publications

IJCAI 2025 Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation Gianvincenzo Alfano, Adam Gould, Francesco Leofante, Antonio Rago, Francesca Toni

IJCAI 2025 Counterfactual Strategies for Markov Decision Processes Paul Kobialka, Lina Gerlach, Francesco Leofante, Erika Ábrahám, Silvia Lizeth Tapia Tarifa, Einar Broch Johnsen

NeurIPS 2025 Representation Consistency for Accurate and Coherent LLM Answer Aggregation Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni

IJCAI 2025 RobustX: Robust Counterfactual Explanations Made Easy Junqi Jiang, Luca Marzari, Aaryan Purohit, Francesco Leofante

AAAI 2024 Promoting Counterfactual Robustness Through Diversity Francesco Leofante, Nico Potyka

IJCAI 2024 Robust Counterfactual Explanations in Machine Learning: A Survey Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

AAAI 2023 Formalising the Robustness of Counterfactual Explanations for Neural Networks Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni

ACML 2023 Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni

IJCAI 2020 Optimal Planning Modulo Theories Francesco Leofante, Enrico Giunchiglia, Erika Ábrahám, Armando Tacchella

AAAI 2018 Guaranteed Plans for Multi-Robot Systems via Optimization Modulo Theories Francesco Leofante

IJCAI 2018 Optimal Multi-Robot Task Planning: From Synthesis to Execution (and Back) Francesco Leofante