Trustworthy AI Lab
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The Trustworthy AI lab at UCLA envisions AI 2.0 as being driven by trustworthiness (beyond performance), and being built upon synthetic data (on top of raw data). Our lab drives advancements in Generative AI for healthcare and finance sectors. We develop data-centric tools, such as artificially generated tables and conversations, which enables privacy-preserving data sharing and reliable scenario exploration.
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Data is the new oil in the 21st century. Our lab aims to generate clean and renewable oils via data synthesis.
Master/PhD/Postdoc Recruiting
Our lab is currently seeking Master, PhD, and Postdoctoral researchers who possess a strong passion for Trustworthy AI, Data-centric AI, and Deep Learning Theory. For more information, please refer to our research page. If you are interested in joining us, kindly send your CV to guangcheng@ucla.edu.Summer Undergrad Intern
We welcome undergraduate students majoring in statistics, computer science, or mathematics to apply for our summer internship program. Our past summer interns have gone on to attend top graduate schools, such as Berkeley and Princeton. Here are some sample publications, e.g., Data Synthesis Theory in ICLR and Tensor Graphical Model in IEEE-PAMI, that were completed by our past summer interns. If you're interested in joining us, please send your transcript and CV to guangcheng@ucla.edu.Research Themes
- Trustworthy AI
- Data-centric AI
- Deep Learning Theory
- Statistical Machine Learning