High Performance
Computing for
Artificial Intelligence

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

NEWS

Neural Network Diffusion

Explore Project
arrow_forward

OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

Explore Project
arrow_forward

SELECTED PUBLICATIONS

View Paper
arrow_outward

OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

ICML 2024
View Paper
arrow_outward

Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization

WWW 2024
View Paper
arrow_outward

DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation

ICML 2024

PEOPLE

LAB OPENINGS

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.