Changhu Wang

CARE: Contextual Affinity Exploration with Twin Concordance for Graph Out-Of-Distribution Detection

PURE: Prototypical Mutual Prompting Enhancement for Zero-shot Text-attributed Graph Learning

Prototypical Environment-aware Proxy with Coordinated Optimization for Multi-agent Dynamics Modeling

LIGHT: LLM-guided Graph Expert Routing for Semi-supervised Domain Generalization

A Generic Family of Graphical Models: Diversity, Efficiency, and Heterogeneity