Francesco Leofante
9 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
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Conference Polyglot
(3)
π§
Keyword Pioneer
π
Keyword Champion
(6)
Conferences
IJCAI (6)
AAAI (2)
ACML (1)
Top co-authors
Keywords
counterfactual explanation
(6)
explainable ai
(3)
optimal planning
(2)
model robustness
(2)
computational argumentation
(1)
neural network interpretability
(1)
model interpretability
(1)
formal verification
(1)
markov decision process
(1)
machine learning
(1)
approximation algorithm
(1)
neural network verification
(1)
counterfactual reasoning
(1)
task execution
(1)
black-box model
(1)
algorithmic recourse
(1)
robustness guarantee
(1)
temporal constraint
(1)
strategy synthesis
(1)
explainable machine learning
(1)
Papers
Counterfactual Strategies for Markov Decision Processes
IJCAI 2025
RobustX: Robust Counterfactual Explanations Made Easy
IJCAI 2025
Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation
IJCAI 2025
Robust Counterfactual Explanations in Machine Learning: A Survey
IJCAI 2024
Promoting Counterfactual Robustness through Diversity
AAAI 2024
Formalising the Robustness of Counterfactual Explanations for Neural Networks
AAAI 2023
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation
ACML 2023
Optimal Planning Modulo Theories
IJCAI 2020
Optimal Multi-robot Task Planning: from Synthesis to Execution (and Back)
IJCAI 2018