CV

Education

• B.S. in Computational Mathematics, Peking University, 2019
• M.S. in Computer Science, University of Oxford, 2021
• Ph.D in Computer Science, University of Tübingen, 2024 (expected)

Work experience

• Feb. 2019 - Sept. 2020: ML Researcher, Data Research Group, Megvii Technology Inc
  • Research projects: Large-scale data annotation, out-of-distribution detection, few-shot learning
  • Group leader: Xinyu Zhou

Publications

Nostalgic Adam: Weighing more of the past gradients when designing the adaptive learning rate

Feature Space Singularity for Out-of-distribution Detection

Can convolutional ResNets approximately preserve input distances? A frequency analysis perspective

Decomposing Representations for Deterministic Uncertainty Estimation