Bin Guo received his BSc and MSc degrees in Computer Science from Northeastern University, Liaoning, China, in 2004 and in Agricultural Mechanization Engineering from Xinjiang Agricultural University, Xinjiang, China, in 2010, respectively. He received his PhD degree from the College of Information Science and Engineering of Hohai University, Nanjing, China, in 2024. Currently, he is an Associate Professor at the College of Computer and Information Engineering of Xinjiang Agricultural University. He is a member of the China Computer Federation. He interned at the National Engineering Research Center for Information Technology in Agriculture from 2008 to 2010. He is an Editorial Board Member of the International Journal of Applied Mathematics and Machine Learning. In 2025, he served as a Reviewer for the Journal Scientific Reports, assessing and providing feedback on several manuscripts. His research interests include medical image processing, machine learning, and pattern recognition.