Jimmy Shong

jimmys2 [at] illinois (dot) edu

I am a first-year Master of Science in Computer Science (MSCS). I currently study ML systems under the guidance of Prof. Fan Lai . I am particularly focused on improving the efficiency and fault-tolerance of systems for pre-training large foundational models. I also had the great fortune working with Prof. Song Han at the MIT HAN lab as a research intern studying on-device ML. My other interests include ML runtime optimization and AI for Science.

News
Selected Publications
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Improved Model Sharding for Distributed LLM Training
2024
Jimmy Shong, Yiming Su, Kartik Ramesh, Yifan Yu, Banruo Liu
Paper | Code
Selected Projects
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2023
Jimmy Shong, Wei-Chen Wang, Song Han

A speech-to-speech LLM chatbot that runs on edge devices.

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2023
Sean Doyle*, Jimmy Shong*, Andrew Tang*, Mitchell Zhou*

A web tool that allows website owners to scan their websites for vulnerabilities and connect with certified cybersecurity professionals.

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2021
Sean Doyle*, Jimmy Shong*

A ML package was designed to analyze trajectories of nanodiamonds in macrophages and predict their diffusion type.

Website Owner Email Address: tandrew@gmail.com