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TUAI 2026

Special Session on

Towards an Understanding of Artificial Intelligence: Bridging Theory, Explainability, and Practical Applications

at the 18th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2026)
13-15 April 2026, Kaohsiung, Taiwan

Special Session Organizers

Prof. Rafał Cupek
Silesian University of Technology
Poland
E-mail: Rafal.Cupek@polsl.pl

Prof. Dariusz Mrożek
Silesian University of Technology
Poland
E-mail: Dariusz.Mrozek@polsl.pl

Prof. Jerry Chun-Wei Lin
Silesian University of Technology
Poland
E-mail: Jerry.Chun-Wei.Lin@polsl.pl

Objectives and topics

Artificial Intelligence (AI) has evolved rapidly, impacting various
fields from healthcare to autonomous systems. However, as AI
models become increasingly complex, understanding their decision-
making processes is crucial for trust, fairness and applicability in
practice. This special session aims to explore cutting-edge
advancements in Explainable AI (XAI), Federated Learning,
Trustworthy AI, Light-Weighted Edge computing, and Multimodal
Large Language Models (LLMs), with a focus on time-series analysis,
sensor fusion, generative models, and cyber-physical systems.

This session is partially supported by the European Union

The scope of this special session includes, but is not limited to the following topics:


  • XAI in Advanced Time Series and Visual Analysis
  • XAI for Collaborative Sensor Fusion
  • Federated Learning in Generative Models and Graph Neural Networks
  • Sustainable and Trustworthy AI Solutions for Safety-Critical
  • Cyber-Physical Systems
  • LLM/VLM Theoretical and Applicable Developments
  • Real-Time Anomaly Detection on Edge Devices
  • Federated Learning with Heterogeneous Edge Nodes

ACIIDS 2026 important dates

Paper submission: December 15, 2025 (hard deadline)
Notification of acceptance: January, 2026
Camera-ready papers: February, 2026
Registration & payment: February, 2026
Conference date: April 13-15, 2026