Mingxue Xu

Stony Stratford, England, United Kingdom
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Summary

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Mingxue Xu is a founder and researcher blending entrepreneurship with deep technical expertise in generative language model compression. Currently pursuing a PhD at Imperial College London, Mingxue applies algebraic approaches to make large generative models more efficient, building on prior engineering and product experience at Baidu’s PaddlePaddle team where they co-authored an IEEE conference paper. With four years of industry experience and a strong academic foundation (MEng from USTC and top-ranked BE from China University of Petroleum, Beijing), they bridge research, product, and production deployment. Based in Stony Stratford, Mingxue brings a pragmatic, programmer’s mindset—self-described as “a little happy programmer”—and a founder’s drive to turn cutting-edge model compression ideas into usable tools.
code4 years of coding experience
bookDoctor of Philosophy - PhD, Generative (Language) Model Compression with Algebraic Approaches., Doctor of Philosophy - PhD, Generative (Language) Model Compression with Algebraic Approaches. at Imperial College London
bookMaster of Engineering - MEng, Computer Science, Master of Engineering - MEng, Computer Science at University of Science and Technology of China
bookBachelor of Engineering - BE, Computer Science, Ranked 1st in the department., Bachelor of Engineering - BE, Computer Science, Ranked 1st in the department. at China University of Petroleum, Beijing
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Github Skills (22)

speech-to-text10
translation10
speaker-verification10
speaker10
keyword10
whisper10
punctuation10
voice-recognition10
verification10
speech-synthesis10
keyword-spotting10
self-supervised-learning10
vocoder10
speech10
conformer10

Programming languages (1)

Python

Github contributions (5)

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Mingxue-Xu/ori

Nov 2022 - Jan 2023

Contributions:6 commits, 5 pushes, 3 branches in 2 months
Contributions:32 pushes in 1 year 7 months
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Mingxue Xu