Overview

Yuqi Song joined the Department of Computer Science at the University of Southern Maine (USM) in August 2023. She got her Ph.D. degree in Computer Science from the University of South Carolina in August 2023, under the supervision of Dr. Jianjun Hu. She got the M.S. and B.S. degrees from Chongqing University with the gudience of Dr. Ming Gao. You can find my CV here: [CV].

Her research interests include machine learning, deep learning, data mining and their applications in cross-disciplines, such as materials informatics, recommender systems, tourism and hospitality.

Welcome motivated undergraduate and master students with strong programming skills to join my lab. If you are interested and your research interests align with mine, please send me an email.

News!!

• 2023.08: I joined the Department of Computer Science at the University of Southern Maine as a Tenure-track Assistant Professor.
• 2023.06: I passed my doctoral dissertation defense in Computer Science from the University of South Carolina.

Teaching

• COS 430, Software Engineering, Spring 2024
• COS 160, Structured Problem Solving using Java, Spring 2024
• COS 470, Introduction of Artificial Intelligence, Fall 2023
• COS 160, Structured Problem Solving using Java, Fall 2023

Selected Papers

[Full List] [Google Scholar]
* corresponding author

• Computational Discovery of New 2D Materials Using Deep Learning Generative Models.
  Yuqi Song, Edirisuriya MD Siriwardane, Yong Zhao, and Jianjun Hu.
  Journal of ACS Applied Materials & Interfaces, 2021. IF: 10.383. [Paper]

• Piezoelectric modulus prediction using machine learning and graph neural networks.
  Jeffrey Hu and Yuqi Song*
  Journal of Chemical Physics Letters, 2022. [Paper]

• Machine learning based prediction of noncentrosymmetric crystal materials.
  Yuqi Song, Joseph Lindsay, Yong Zhao, et al.
  Journal of Computational Materials Science, 2020. [Paper]