PPaperPicks

Francesco Leofante

10 papers at tracked venues · 2 at CORE A* · active 2024–2025

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Venues

IJCAI ×4KR ×2AAAI ×1AAMAS ×1ECAI ×1NeurIPS ×1

Frequent coauthors

Antonio Rago
×5
Francesca Toni
×5
Junqi Jiang
×5
Luca Marzari
×2
Gianvincenzo Alfano
×1
Adam Gould
×1
Nicola Gigante
×1
Andrea Micheli
×1
Paul Kobialka
×1
Lina Gerlach
×1
Erika Ábrahám
×1
Silvia Lizeth Tapia Tarifa
×1

Papers

  1. Counterfactual Explanations Under Model Multiplicity and Their Use in Computational Argumentation
    IJCAI 2025 ·
    Gianvincenzo Alfano
    ,
    Adam Gould
    , Francesco Leofante,
    Antonio Rago
    ,
    Francesca Toni
  2. Counterfactual Scenarios for Automated Planning
    KR 2025 ·
    Nicola Gigante
    , Francesco Leofante,
    Andrea Micheli
  3. Counterfactual Strategies for Markov Decision Processes
    IJCAI 2025 ·
    Paul Kobialka
    ,
    Lina Gerlach
    , Francesco Leofante,
    Erika Ábrahám
    ,
    Silvia Lizeth Tapia Tarifa
    ,
    Einar Broch Johnsen
  4. Representation Consistency for Accurate and Coherent LLM Answer Aggregation
    NeurIPS 2025 ·
    Junqi Jiang
    ,
    Tom Bewley
    ,
    Salim I. Amoukou
    , Francesco Leofante,
    Antonio Rago
    ,
    Saumitra Mishra
    ,
    Francesca Toni
  5. RobustX: Robust Counterfactual Explanations Made Easy
    IJCAI 2025 ·
    Junqi Jiang
    ,
    Luca Marzari
    ,
    Aaryan Purohit
    , Francesco Leofante
  6. Contestable AI Needs Computational Argumentation
    KR 2024 · Francesco Leofante,
    Hamed Ayoobi
    ,
    Adam Dejl
    ,
    Gabriel Freedman
    ,
    Deniz Gorur
    ,
    Junqi Jiang
    ,
    Guilherme Paulino-Passos
    ,
    Antonio Rago
    ,
    Anna Rapberger
    ,
    Fabrizio Russo
    ,
    Xiang Yin
    ,
    Dekai Zhang
    ,
    Francesca Toni
  7. Promoting Counterfactual Robustness through Diversity
    AAAI 2024 · Francesco Leofante,
    Nico Potyka
  8. Recourse under Model Multiplicity via Argumentative Ensembling
    AAMAS 2024 ·
    Junqi Jiang
    , Francesco Leofante,
    Antonio Rago
    ,
    Francesca Toni
  9. Rigorous Probabilistic Guarantees for Robust Counterfactual Explanations
    ECAI 2024 ·
    Luca Marzari
    , Francesco Leofante,
    Ferdinando Cicalese
    ,
    Alessandro Farinelli
  10. Robust Counterfactual Explanations in Machine Learning: A Survey
    IJCAI 2024 ·
    Junqi Jiang
    , Francesco Leofante,
    Antonio Rago
    ,
    Francesca Toni