News:

• One Paper Accepted by ACL2024 main conference
• I am actively looking forward to 25Spring/25Fall Ph.D. Positions in USA.

I am currently a senior undergraduate student pursuing a bachelor's Degree in computer science at College of Liberal Arts, University of Minnesota Twin Cities. (Wechat: JerryYin777)

My research interests lie in Large Multimodal Models (LMMs) and their application in diverse practical scenarios, such as biological and system large models. My focus also extends to developing efficient machine learning systems aimed at expediting the training and inference processing of LMMs (especially LLMs), leveraging expertise in high-performance computing and distributed systems.

Before transferring to the University of Minnesota, I studied at Nanchang University, majoring in Artificial Intelligence in a top-tier class with a School Academic Special Scholarship. I was honored to be advised by Professor Zichen Xu at GOOD LAB starting from March 2022, where my focus was on solving data-centric challenges and building efficient and reliable systems. I was the leader of Nanchang University Supercomputer Cluster Team (NCUSCC) Leader, with experience of ASC22 and SC23(IndySCC).

I was also fortunately recruited as a research assistant at TsinghuaNLP in Beijing from July to September 2023, advised by Professor Zhiyuan Liu, trying to build efficient distributed large language model training framework BMTrain.

I am passionate about open source and firmly believe in its potential to disseminate knowledge widely, leverage technology to lead innovation to the world and contribute to the advancement of human society. I am proud to have garnered over 1000 stars and acquired 189 followers on GitHub. It is gratifying to know that my open-source projects have benefitted numerous individuals, and I have personally gained valuable knowledge from the open-source community.

Here is my CV in English Version, Template here Using Typst.

• Email: yin00486 [at] umn.edu

Natural Language Processing, Machine Learning System.

If you want to know more about me, feel free to click on my Personal Website.

Let's Accelerate!