Research Interests

We are interested in developing trustworthy deep learning and artificial intelligence algorithms with better interpretability, generalization, and causality. Our research is motivated by, and contributes to, applications in information retrieval, data mining. Here is my Google Scholar. Specifically, we are working on the following topics:
  • Graph Pre-training
  • Interpretability in Deep Learning on Graphs
  • Generalization in Deep Learning on Graphs
  • Causal Machine Learning: Causal Inference & Causal Discovery
  • Personalized Recommendation