Research Scientist, Sea AI Lab
Email: duchao0726 at gmail dot com
I am a research scientist at Sea AI Lab, Singapore. I finished my Ph.D. in 2019 at TSAIL Group in the Department of Computer Science and Technology at Tsinghua University, advised by Prof. Jun Zhu and Prof. Bo Zhang. And I received my B.Eng. from the Yao Class in Institute for Interdisciplinary Information Sciences at Tsinghua University in 2014.
My primary research focuses on probabilistic learning and inference in machine learning, with an emphasis on generative modeling. I am actively working on a diverse range of generative models (e.g., diffusion and flow-based). I'm also working on trustworthy machine learning, delving into understanding the vulnerabilities of machine learning algorithms from a probabilistic perspective.
We are currently hiring Research Interns working on the trustworthiness of generative models (large language models and diffusion models). Please do not hesitate to contact me if you are interested.