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

Jan 2025

Our paper ‘The impact of artificial intelligence on carbon market in China: Evidence from quantile-on-quantile regression approach’ got accepted by Technological Forecasting and Social Change. Congratulations!

Dec 2024

Our paper ‘TAPO: Task-Referenced Adaptation for Prompt Optimization’ got accepted by ICASSP’25. Congratulations!

Dec 2024

Our team won the championship in NeurIPS 2024 Auto-Bidding in Large-Scale Auctions AIGB track hold by Alimama. Congratulations!

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