Submissions

Topics

AICS Satellite 2025 will host contributed talk sessions during the satellite days (September 4).

Submissions of Abstract on all aspects of Complex Systems and Artificial Intelligence are welcome.
Topics of interest include (but are not limited to):

• Graph Neural Networks: Theoretical Foundations and Applications in Complex Network Analysis

• Advanced Network Architectures: Higher-order Networks, Hypergraphs, and Multilayer Representations in Complex Systems

• Topological Deep Learning: Geometric Deep Learning and Manifold Learning on Complex Networks

• Graph Structure Learning: Adaptive Graph Construction and Dynamic Network Evolution

• Network Representation Learning: Embedding Techniques and Knowledge Graph Applications

• Probabilistic Generative Models for Graph Generation and Network Inference

• Network Science meets Deep Learning: AI Driven Problem Solving for Complex Systems

• Graph-based Deep Learning for Biological Networks: from Molecular Interactions to Disease Networks

• Multimodal Network Integration: Cross-domain Network Fusion and Knowledge Transfer

• Temporal Graph Neural Networks: Dynamic Network Evolution and Temporal Representation Learning

• Interpretable AI for Complex Networks: Explainable Graph Neural Networks and Causal Discovery

• Adversarial Learning on Graphs: Robustness and Security in Network Analysis

• Network Control Theory: AI-driven Approaches for Complex System Dynamics

• Computational Social Science: Deep Learning for Social Network Analysis and Behavioral Modeling

• Graph-based Reinforcement Learning: Strategic Decision Making in Complex Networks

• Topological Data Analysis: Persistent Homology and Graph Signal Processing

• AI-driven Applications in Real-world Complex Systems: From Urban Networks to Financial Markets

Researches that combine complexity, networks and artificial intelligence more broadly are also welcome!