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.
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SELECTED PUBLICATIONS
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
NeurIPS 2024
SpeedLoader: An I/O Efficient Scheme for Heterogeneous and Distributed LLM Operation
NeurIPS 2024
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation
ICML 2024
PEOPLE
LAB OPENINGS
- We are looking for PhD students, postdocs, and visiting scholars, please email your CV to us if you are interested.
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