Graph Learning: Algorithms and Applications

Speaker：Chuan Zhou (AMSS, CAS)

Time：2026-7-19 10:30

Location：Conference Room C610 at Administration Building at Haiyun Campus

Abstract:

Learning from graph-structured data—such as social, biological, financial, and molecular networks—requires effective models and algorithms that can capture complex relational patterns. This report presents an overview of our recent research advances in graph data analysis, covering fundamental methodologies, modern neural network approaches, and our explorations on learning under uncertainty, geometric representations, and model robustness, along with selected applications.