The Fifth International Workshop on Logics for New-Generation Artificial Intelligence (LNGAI 2025) will be held at the University of Luxembourg, Luxembourg, in December, 2025.

The workshop is associated with the project called “Research on Logics for New Generation Artificial Intelligence” (2021-2025), led by Zhejiang University, the home to Deepseek. The project is supported by the National Social Science Foundation of China. The main objectives of this project are to develop the foundations of AI, for example theories and techniques of non-monotonic logics and formal argumentation and apply them to causal reasoning, knowledge graph reasoning, and reasoning about norms and values, in an open, dynamic and real environment.

Along with the project, we organize annual international workshops that aim at enabling efficient communication and collaboration between members of the project as well as other researchers who are interested in the topics of this project. In particular, the workshop is supported by ZLAIRE (the Zhejiang University–University of Luxembourg Joint Lab on Advanced Intelligent Systems and REasoning), which plays a key role in bridging academic exchange and strategic AI research collaboration.

Publication

All accepted papers will be published with College Publications, and extended versions (after peer review) will be published in a special Issue on Logics for New Generation Artificial Intelligence, ‘AI Logic’ corner, Journal of Logic and Computation.


List of Topics

Topics include, but are not limited to the following:
  • Argument mining
  • Answer set programming
  • Autonomous agents and multi-agent systems
  • Causation/Causal inference
  • Commonsense reasoning
  • Conditional logics
  • Connection between machine-learning and causal inference
  • Default logics
  • Deontic logic
  • Description logics
  • Ethical approaches
  • Explanation in AI and law
  • Formal argumentation
  • Graphical causal models/Bayesian networks
  • Human-agent explanation
  • Knowledge graphs
  • Knowledge graph embedding
  • Connection between Foundation Models and Logic
  • Neuro-Symbolic AI
  • Legal argumentation
  • Logics for ethical AI
  • Logics for explainable AI
  • Markov logic network
  • Nonmonotonic logics
  • Norms and value based reasoning
  • Reasoning about actions and change
  • Reasoning about knowledge graphs
  • Subgraph reasoning
  • Uncertain reasoning

Invited Speakers

TBD


Types

We invite two types of submissions: Full papers (within 16 pages excluding bibliography) describing original and unpublished work.
Extended abstracts (within 6 pages excluding bibliography) of preliminary original work.
Additional support material may be included in an appendix, which may be considered or ignored by the program committee.


Format

Submissions must be formatted according to the LaTeX specification that can be downloaded by clicking the following link: https://xixilogic.org/lngai/download/LNGAI-latex-template.zip
Submissions not complying with these guidelines will be desk rejected.


Where to Submit

Papers in PDF format should be submitted via EasyChair: To be updated.


Acceptance & Presentation at LNGAI 2025

Each submitted paper will be peer-reviewed by a panel of PC members based on originality, significance, technical soundness, clarity of exposition and relevance for the conference. For each accepted paper, at least one author is expected to register and present the paper at the workshop.


Program Committee

  • Pietro Baroni, University of Brescia
  • Christoph Benzmüller, Otto-Friedrich-Universität Bamberg
  • Alexander Bochman, Holon Institute of Technology
  • Giuseppe Contissa, University of Bologna
  • Huimin Dong, Sun Yat-Sen University
  • Réka Markovich, University of Luxembourg
  • Valeria de Paiva, Topos Institute
  • Olivier Roy, Universität Bayreuth
  • Guillermo Simari, Universidad del Sur in Bahia Blanca
  • Leon van der Torre, University of Luxembourg

If you have any questions, please contact the PC chairs.