Yingcheng Liu

Research Assistant at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)

Cambridge, Massachusetts, United States
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Summary

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Senior
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Top School
Yingcheng Liu is a PhD student and research assistant at MIT CSAIL with eight years of research and internship experience focused on computer vision and generative models. He has collaborated with industry leaders through internships at MEGVII, Google DeepMind (working on visual autoregressive models and the Instruct Imagen team), and a PhD internship at Google, bringing cutting-edge research into practice. Yingcheng combines deep academic training from Peking University and MIT with hands-on experimentation in flagship labs, frequently bridging theoretical ML and large-scale model development. Known for moving quickly between prototype and publication, he excels at turning novel research ideas into reproducible systems and industry-relevant implementations.
code8 years of coding experience
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Massachusetts Institute of Technology
bookBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Peking University
languagesChinese, English, Japanese
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Github Skills (82)

python10
deep-learning10
streamlit10
perceptual10
bokeh10
siggraph10
data-visualization10
developer-tools10
fastest10
data-analysis10
machine-learning10
parsing10
text-to-image9
pandas9
face-recognition9

Programming languages (8)

TypeScriptShellC++Vim SnippetJavaScriptLuaJupyter NotebookPython

Github contributions (5)

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Contributions:43 commits, 25 pushes in 21 days
CSAILVision/unifiedparsing

Aug 2018 - Feb 2022

Codebase and pretrained models for ECCV'18 Unified Perceptual Parsing
Contributions:19 commits, 1 PR, 10 pushes in 3 years 6 months
pytorchperceptualeccvparsingsiggraph
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Yingcheng Liu - Research Assistant at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)