publications

Preprints/Under Review

• On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios
  Stylianos Loukas Vasileiou, William Yeoh, Alessandro Previti, and Tran Cao Son
• Human-Aware Belief Revision: A Cognitively Inspired Framework for Explanation-Guided Revision of Human Models
  Stylianos Loukas Vasileiou, and William Yeoh
• Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces
  Yinxu Tang and Stylianos Loukas Vasileiou, and William Yeoh

Conferences, Journals, & Workshops

2024

1. KR

   Dialectical Reconciliation via Structured Argumentative Dialogues

   Stylianos Loukas Vasileiou , Ashwin Kumar , William Yeoh , and 2 more authors

   In International Conference on Principles of Knowledge Representation and Reasoning (KR) , 2024

   PDF
2. HAXP

   Human-Modeling in Sequential Decision-Making: An Analysis through the Lens of Human-Aware AI

   Silvia Tulli , Stylianos Loukas Vasileiou , and Sarath Sreedharan

   In ICAPS Workshop on Human-aware and Explainable Planning , 2024
3. HAXP

   Approximating Human Mental Models During Argumentation-based Dialogues

   Yinxu Tang , Stylianos Loukas Vasileiou , and William Yeoh

   In ICAPS Workshop on Human-aware and Explainable Planning , 2024

2023

1. ECAI

   PLEASE: Generating Personalized Explanations in Human-Aware Planning

   Stylianos Loukas Vasileiou , and William Yeoh

   In European Conference on Artificial Intelligence (ECAI) , 2023

   PDF
2. ECAI

   A Logic-based Framework for Explainable Agent Scheduling Problems

   Stylianos Loukas Vasileiou , Xu Borong , and William Yeoh

   In European Conference on Artificial Intelligence (ECAI) , 2023

   PDF
3. XAI

   DR-HAI: Argumentation-based Dialectical Reconciliation in Human-AI Interactions

   Stylianos Loukas Vasileiou , Ashwin Kumar , William Yeoh , and 2 more authors

   In IJCAI Workshop on Explainable AI , 2023

   PDF
4. FinPlan

   Predicting Customer Goals in Financial Institution Services: A Data-Driven LSTM Approach

   In ICAPS Workshop on Financial Planning , 2023

   PDF

2022

1. XAI

   On Generating Personalized Explanations via Knowledge Forgetting

   Stylianos Loukas Vasileiou , Ashwin Kumar , and William Yeoh

   In IJCAI Workshop on Explainable AI , 2022

   PDF
2. JAIR

   A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems

   Stylianos Loukas Vasileiou , William Yeoh , Tran Cao Son , and 3 more authors

   Journal of Artificial Intelligence Research (JAIR), 2022

   PDF
3. ICAPS

   VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems

   Ashwin Kumar , Stylianos Loukas Vasileiou , Melanie Bancilhon , and 2 more authors

   In International Conference on Automated Planning and Scheduling (ICAPS) , 2022

   PDF

2021

1. XLoKR

   Explanations as Model Reconciliation via Probabilistic Logical Reasoning

   Stylianos Loukas Vasileiou , William Yeoh , Son Tran Cao , and 1 more author

   In KR Workshop on Explainable Logic , 2021

   PDF
2. JELIA

   Model Reconciliation in Logic Programs

   Son Tran Cao , Van Nguyen , Stylianos Loukas Vasileiou , and 1 more author

   In European Conference on Logics in Artificial Intelligence (JELIA) , 2021

   PDF
3. AAAI

   On Exploiting Hitting Sets For Model Reconciliation

   Stylianos Loukas Vasileiou , Alessandro Previti , and William Yeoh

   In Association for the Advancement of Artificial Intelligence (AAAI) , 2021

   PDF

2020

1. XAIP

   On the Relationship Between KR Approaches for Explainable Planning

   Stylianos Loukas Vasileiou , William Yeoh , and Tran Cao Son

   In ICAPS Workshop on Explainable AI Planning , 2020

   PDF
2. KR

   Conditional Updates of Logic Programs and its Applications (Poster Presentation)

   Son Tran Cao , Van Nguyen , Stylianos Loukas Vasileiou , and 1 more author

   In International Conference on Principles of Knowledge Representation and Reasoning (KR) , 2020
3. KR

   Explainable Planning Using Answer Set Programming

   Van Nguyen , Stylianos Loukas Vasileiou , Son Tran Cao , and 1 more author

   In International Conference on Principles of Knowledge Representation and Reasoning (KR) , 2020

   PDF
4. AAMAS

   Conditional Updates of Answer Set Programming and Its Application in Explainable Planning (Extended Abstract)

   Van Nguyen , Stylianos Loukas Vasileiou , Son Tran Cao , and 1 more author

   In International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , 2020

   PDF

2019

1. XAIP

   A Preliminary Logic-based Approach for Explanation Generation

   Stylianos Loukas Vasileiou , Son Tran Cao , and William Yeoh

   In ICAPS Workshop on Explainable AI Planning , 2019

   PDF