Zhu Wenwu朱文武

Research areas

Research interests

Advanced Graph Neural Networks, Multimodal Machine Learning Applications, Caching and Content Delivery, Domain Adaptation and Few-Shot Learning, Complex Network Analysis Techniques

Publications

2026 Continual-GraphLLM: Dynamic Graph Large Language Model with Invariance Regularized Adaptive Multi-Scale Experts 2026 OOD-GraphLLM: Graph Large Language Model for Out-of-Distribution Generalized Drug Synergy Prediction 2026 Text-guided Molecule Generation with Conditional Discrete Graph Diffusion Model 2026 Beyond Graph Distribution Shifts: LLMs, Adaptation, and Generalization 2026 Automated Graph Machine Learning