publications

Preprints/Under Review


Conferences, Journals, & Workshops

2025

  1. AAAI
    Does Your AI Agent Get You? A Personalizable Framework for Approximating Human Models from Argumentation-based Dialogue Traces
    Yinxu Tang , Stylianos Loukas Vasileiou , and William Yeoh
    In Association for the Advancement of Artificial Intelligence (AAAI) , 2025
  2. AAAI
    TRACE-cs: A Synergistic Approach to Explainable Course Scheduling Using LLMs and Logic
    Stylianos Loukas Vasileiou , and William Yeoh
    In Association for the Advancement of Artificial Intelligence (AAAI) (Demo Track) , 2025

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