I received my Bachelor’s degree in Statistics at Fudan University in 2013. I obtained my Ph.D. degree in Statistics at Hong Kong University (HKU) in 2018, supervised by Prof. Philip L H Yu. During PhD study, I was also a research assistant at the University of Ottawa, supervised by Prof. Mayer Alvo from 2016 to 2018. After graduation, I joined Huawei Noah’s Ark Lab in 2018.
Currently, I am a Senior Researcher at the Computer Vision Lab in Huawei Noah’s Ark Lab. I am leading a research team in Shanghai. We are focusing on industrial research in deep learning and high-level recognition machine learning technics in computer vision in Huawei.
Recently, my research interest includes:
- High-level Recognition Models including 2D/3D Object Detection, Segmentation, Lane detection in Autonomous Driving.
- Multi-modality Learning, such as image-text pretrained models, large-scale pretrained models, Lidar/Camera perception models.
- Automatic Machine Learning (AutoML), specially on NAS and HPO.