Quanlong Guan

Professor, Jinan University
Vice Dean，Guangdong Institute of Smart Education,
College of Information Science and Technology,
Jinan University, Tianhe District, Guangzhou, China
gql [at] jnu.edu.cn
Jnu | Google scholar | Github || Scholat (Chinese) | DBLP | Orcid || CV

Dr. Quanlong Guan is currently a Full Professor at Jinan University. He visited Sencun Zhu’s group at The Pennsylvania State University in 2012. His research interests include robust machine learning, Data Security, semi-supervised learning, recommendation systems, and multimodal learning. He has published over 50 papers at leading conferences and journals such as AAAI, ICCV, CIKM, RESS, PR, KBS, etc. He has 1 highly cited paper in Google Scholar metrics. He serves as PC members for top conferences like AAAI, NeurIPS, IJCAI, CVPR, KDD, ACL, ICCV, ACM MM, WSDM etc. He leads several high-value projects, such as multimodal learning, Knowledge Representation and Reasoning, recommendation systems, and Data security.

Research interest: Machine learning, multimodal learning, semi-supervised learning, recommendation systems, and related applications such as activity recognition, smart education, and computer vision. These days, I’m particularly interested in Multimodal representation Learning, [Large Language Models] (LLMs) for education (Multimodal，recommendation，RAG, Q&A, etc…) and Knowledge Representation, Reasoning, and Recommendation. See this page for more details. Interested in internship or collaboration? Contact me.

Announcement: I am actively seeking Ph.D. students. If you are interested in collaborating with me, please don’t hesitate to reach out. However, please be aware that I receive a high volume of emails daily, which may lead to some delays in my response. Your patience in this regard is greatly appreciated. Thank you. You can click here gql@jnu.edu.cn if you are interested!