Mingze Xu
Senior Applied Scientist at Adobe
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolMingze Xu is a Senior Applied Scientist in Seattle with eight years of experience translating cutting‑edge computer vision and deep learning research into production‑grade multimodal systems. He earned a Ph.D. from Indiana University in 2020 and has published influential work on video understanding while at AWS (including papers at NeurIPS, CVPR, and ICCV). His industry path spans research and engineering roles across Microsoft, Honda Research Institute, Cruise, Apple (building foundation models), and now Adobe Firefly, where he advances Imaging GenAI. Mingze specializes in multimodal post‑training and foundation model development for perceptual tasks, combining rigorous academic grounding with product‑driven engineering. Colleagues know him for bridging high‑impact research with deployable model architectures that address real‑world perception challenges.
8 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Computer Science, Doctor of Philosophy (Ph.D.) Computer Science at Indiana University BloomingtonVisiting Student Researcher, Visiting Student Researcher at Georgia Institute of Technology
Chinese, English
Github Skills (23)
depth-estimation10
recurrent10
video-understanding10
siggraph10
optical-flow10
accident-detection10
temporal9
evaluation9
benchmark9
large-language-models9
multimodal9
agi9
reimplementation9
traffic8
audio8
Programming languages (1)
Github contributions (5)
xumingze0308/TRN.pytorch
Nov 2019 - Jul 2022
[ICCV 2019] Official implementation of Temporal Recurrent Networks for Online Action Detection
Contributions:9 commits, 8 pushes, 1 branch in 2 years 8 months
pytorchiccviccv-2019action-detectiondeep-learning
xumingze0308/xumingze0308.github.io
Mar 2020 - Apr 2026
Contributions:194 pushes, 1 branch, 2 comments in 6 years 1 month
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