Yifang Chen

Member Of Technical Staff at Microsoft AI

Los Angeles, California, United States
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Summary

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Senior
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Top School
Yifang Chen is a research-driven machine learning scientist and Member of Technical Staff at Microsoft AI with a decade of experience focused on online learning, bandits (multi-armed and contextual), optimization, and reinforcement learning. Currently completing a PhD in Computer Science at the University of Washington, she blends theoretical rigor—seeking provable guarantees—with practical ML deployments from internships at Google, Meta, Baidu, and Microsoft Research. Her work spans active learning, representation learning, and novel applications such as RL for LLM reasoning and online algorithms for quantum computing, reflecting a knack for applying theory to emerging domains. Notably, she has built configurable PyTorch tooling for exploratory transforms and developed integrity-focused active learning methods with weak labelers, showing both systems and algorithmic fluency. Based in Los Angeles, Yifang pairs strong academic mentorship and cross-industry research to drive robust, provably sound learning algorithms.
code10 years of coding experience
job4 years of employment as a software developer
bookDoctor of Philosophy - PhD Computer science, Doctor of Philosophy - PhD Computer science at University of Washington
bookMaster's degree Electrical and Electronics Engineering, Master's degree Electrical and Electronics Engineering at University of Southern California
languagesGerman, English, Chinese
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Github Skills (21)

compression8
pytorch7
machine-learning7
gpu7
optimization7
terrain6
addon6
deep-learning6
mixture-of-experts6
inference6
blender5
google-earth5
google-maps4
deepspeed3
distributed-training3

Programming languages (1)

Python

Github contributions (5)

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cloudwaysX/verl

Mar 2025 - Apr 2025

verl: Volcano Engine Reinforcement Learning for LLMs
Contributions:125 pushes, 1 branch in 29 days
cloudwaysX/EE569

Jan 2017 - Apr 2017

Contributions:64 pushes, 1 branch in 3 months
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Yifang Chen - Member Of Technical Staff at Microsoft AI