Jiangnan Xia - 夏江南

I am a first-year Ph.D. student at the University of Georgia, under the mentorship of Prof. Ninghao Liu. I obtained my bachelor’s degree in Software Engineering at Nanchang University. And I received Master's degree from the School of Computer Science at Central South University, under the mentorship of Prof. Senzhang Wang. My current research interests include:

• Graph Foundation Model
• Trustworthiness in LLM
• Spatio-temporal data Mining

*Equal contribution.

Multi-view Bayesian spatio-temporal graph neural networks for reliable traffic flow prediction.

MBA-STNet: Bayes-enhanced Discriminative Multi-task Learning for Flow Prediction

STS2ANet: Spatio-temporal Synchronized Sliding Attention Network for Accurate Cross-day Origin-Destination Prediction.

Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation