Below is a list of research areas that our group is working on, and some of the representative papers in each topic.

• Graph Neural Network
  • Core algorithms
  • Applications
• AI for Science
  • Materials Science / Chemistry / Molecules
  • Bioinformatics
• Recommender System
• Scene Understanding
• Large Language Models / Vision-Language Model
• Multimodal Learning
• Explainable AI
• Representation Learning
• Reliable AI / Safety AI
  • Model Robustness
  • Imbalanced Learning
• Data-efficient AI
• Continual Learning
• Others