Mingze Xu

Mingze Xu

徐 铭 泽


Senior Applied Research Scientist II at Cruise


3180 139th Ave SE

Bellevue, WA 98005


xumingze0308 [at] gmail [dot] com

LinkedIn | Google Scholar | GitHub



News

  • 11/2022:   After a wonderful time at Amazon, I joined Cruise and started working on AV perception.

  • 09/2022:   One paper accepted to NeurIPS 2022!

  • 05/2022:   Serve as Area Chair for WACV 2023.

  • 03/2022:   Three papers accepted to CVPR 2022 as Oral!

  • 01/2022:   One paper accepted to T-PAMI 2022!

  • 01/2022:   One paper accepted to RA-L 2022!

Biography

Hi, I am Mingze. I am a Senior Applied Research Scientist II at Cruise. Before joining Cruise, I also worked or interned at AWS AI Labs, Microsoft Research, and Honda Research Institute.

I received my Ph.D. degree in Computer Science from Indiana University, advised by Prof. David Crandall in 2020. I was a visiting student researcher at Georgia Institute of Technology, working with Prof. Dhruv Batra and Prof. Devi Parikh, in 2018. Before that, I received my Master's degree in Computer Science from Indiana University and my Bachelor's degree in Software Engineering from Jilin University.

My research interests lie primarily in the area of computer vision and deep learning, and my current focus is on learning representations from large-scale multi-source data and transferring knowledge across domains. In particular, my ongoing projects consider the following applications:

  • Action and activity recognition

  • First-person (egocentric) vision

  • Person tracking and re-identification

  • Generative AI

Selected Publications

(*Equal Contribution, Corresponding Author)

Last update: 01/23/2023