Yuquan Lu

Yuquan Lu(陆毓泉)

Incoming Master's Student

Shenzhen University,College of Computer Science and Software Engineering

About Me

I am an incoming graduate student at Shenzhen University, where I will be conducting research on edge intelligence under the supervision of Professor QiHua Zhou. My research interests focus on LLM Serving and On-Device Machine Learning, exploring efficient ways to deploy and optimize large language models and machine learning algorithms on resource-constrained edge devices.

During my undergraduate studies at Shanxi University, I developed a strong foundation in Computer Science with a particular emphasis on Data Mining and Machine Learning. This academic background has fostered my passion for deep learning technologies and their real-world applications.

I look forward to contributing to the rapidly evolving field of edge intelligence and exploring innovative solutions that bridge the gap between powerful AI models and their deployment in everyday devices.

Education

2020 - 2024
B.Eng. in Data Science and Big Data Technology
Shanxi University, Taiyuan, China
Relevant Coursework: Machine Learning, Data Mining, Computer Science Fundamentals, Deep Learning

Research Experience

Dec 2023 - Apr 2024
Undergraduate Thesis: News Classification Algorithms Based on Deep Learning

Shanxi University

• Built and compared news classification models combining BERT with TextCNN and BiLSTM architectures.

• Evaluated models on THUCNews dataset, analyzing performance differences between Word2vec, BERT, and hybrid approaches.

Jun 2022 - May 2023
Innovation Training Program: Event Subject and Element Extraction in Financial Texts

Shanxi University

• Implemented the CASEE joint learning framework for financial text event extraction.

• Developed a financial text element extraction system using Django.

• Improved extraction accuracy for overlapping events in complex financial scenarios.

Research Interests

Contact

📧 Email: yuquanlu01@gmail.com

🏢 Address: YingTan,JangXi

💻 GitHub: github.com/yuquanlu01