Welcome to the AML Lab

Applied Machine Learning Lab (AML Lab) is a dynamic research group at the Department of Data Science in City University of Hong Kong. Our aim is to explore new methods and applications of Machine Learning and Data Mining, including

  • Personalization, Recommender System, Online Advertising, Search Engine, and Information Retrieval
  • Urban Computing, Smart City, GeoAI, Spatio-Temporal Data Analysis, and Location-Based Social Networks
  • Large Language Model, Reinforcement Learning, AutoML, AGI, Graph Learning, Trustworthy AI, and Multimodal ML
  • AI + X: Education, Healthcare, Carbon Neutral, Social Computing, E-commerce, Finance, and Ecosystem

We are looking for passionate new Postdocs, PhD students, and Master students to join the team (more info) !

Funding and Institutional Support

News

Nov 2024

Our paper ‘GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems’ got accepted by KDD’25. Congratulations!

Nov 2024

Our paper ‘DimCL: Dimension-Aware Augmentation in Contrastive Learning for Recomendation’ got accepted by KDD’25. Congratulations!

Nov 2024

Our paper ‘NoteLLM-2: Multimodal Large Representation Models for Recommendation’ got accepted by KDD’25. Congratulations!

... see all News