About me

Hi! I’m a second year Ph.D. student in the Department of Computer Science and Engineering at UC San Diego. I’m fortunate to be advised by Prof. Tsui-wei (Lily) Weng. My major research interest is in trustworthy machine learning. I hope to combine empirical success of deep networks and theoretical soundness of traditional machine learning methods to produce robust and trustworthy AI models. My CV could be found here.

Education

Ph. D. in the Department of Computer Science and Engineering at UC San Diego. [Sep. 2023 - Current]

M.S. in the Department of Electrical and Computer Engineering at UC San Diego. [Sep. 2021 - Mar. 2023]

B.S. in the School of Mathematical Science at Peking University. [Sep. 2017 - Jun. 2021]

Publications

Provably robust conformal prediction with improved efficiency.
Ge Yan, Yaniv Romano, Tsui-Wei Weng, ICLR 2024.

VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance.

Divyansh Srivastava^*, Ge Yan^*, Tsui-Wei Weng, NeurIPS 2024.

Internship

Applied Scientist Intern, Amazon, San Diego. [Jun. 2024 - Sep. 2024]

Data Scientist Intern, DiDi Technology, Beijing. [Jun. 2023 - Aug. 2023]

Data Analyst Intern at Shanghai Stock Exchange. [Aug. 2020 - Sep. 2020]