LIU, Shih-Yang

Research Intern at NVIDIA

Hong Kong, China
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Summary

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Rockstar
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Top School
LIU Shih-Yang is a HKUST PhD candidate in Computer Science specializing in model compression and efficient deep learning, with six years of research and industry experience. He has interned at NVIDIA working on efficient reasoning language models and PEFT x compression, collaborating with senior researchers like Xin Dong and Pavlo Molchanov. His background bridges rigorous academic research and applied AI engineering, including a research assistantship at Academia Sinica. Trained also in finance (BBA, First Class Honor), he brings quantitative rigor and business sensibility to ML system design. Based in Hong Kong, he maintains an active research page and contributes to cutting-edge efficiency work that targets real-world deployment constraints. Known for focusing on practical model-size and inference-cost reductions, he aims to make large models more accessible and production-ready.
code6 years of coding experience
job1 year of employment as a software developer
bookTaipei Municipal Jianguo High School
bookHong Kong University of Science and Technology (HKUST)
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Github Skills (44)

transformers10
pytorch10
python10
machine-learning10
llm10
vision-and-language10
fine-tuning10
adapter10
lora10
language-modeling9
adaptation9
nlp9
speech-recognition8
transformer8
quantization8

Programming languages (5)

JavaCSSHTMLRubyPython

Github contributions (5)

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seantheplug/Esky

Jan 2020 - Jul 2020

Contributions:74 PRs, 88 pushes, 22 branches in 5 months
Contributions:89 PRs, 70 pushes, 26 branches in 2 months
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LIU, Shih-Yang - Research Intern at NVIDIA