Develop empirical methods
to make AI
faster and more efficient
Where performance meets effiency, we are the HPC-AI Lab @NUS.
Who WE Are
We are a cutting-edge lab that integrates high performance computing seamlessly with deep learning. Topics of research interests encompass Machine Learning, High Performance Computing, Machine Learning Systems, Parallel and Distributed Systems, and AI Applications (e.g. CV, NLP, Biology). HPC-AI Lab @NUS is directed by Presidential Young Professor
Yang You.
Explore News
arrow_forward
SELECTED PUBLICATIONS
Ensemble Debiasing Across Class and Sample Levels for Fairer Prompting Accuracy
COLM 2025
Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving
arXiv 2025
Recurrent Diffusion for Large-Scale Parameter Generation
NeurIPS 2025
PEOPLE
LAB OPENINGS
- We are looking for PhD students, postdocs, and visiting scholars, please email your CV to us if you are interested.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.
