Hello, I am Chenglong Pang. I am a currently master’s student at the School of Computer Science and Technology, Donghua University. Interestingly, I have an interdisciplinary background. I completed my undergraduate studies in Big Data Management and Application at the School of Management, Guangdong University of Technology.

My research interests focus on graph learning, recommender system. Recently, I have been concentrating on the application of AI models in recommendation systems:
(1) Utilize AI to understand user intentions in recommendation scenarios;
(2) Behavior-based user personality simulation generation.

🔥 News

• 2025.08.17:  🎉 A paper about graph convolutional network recommendation model was accepted by Neural Networks(CCF-B)!
• 2025.02.24:  🎉 A paper about graph convolutional network recommendation model was accepted by Information Fusion(IF=15.5)!

📝 Publications

Information Fusion 2025

Rethinking information fusion: Achieving adaptive information throughput and interaction pattern in graph convolutional networks for collaborative filtering

Jiaxin Wu, Chenglong Pang, Guangxiong Chen, Jihong Wan, Xiaocao Ouyang, Jie Zhao(Corresponding Author)

Project

• Accepted by Information Fusion 2025(IF=15.5 中科院一区Top).

Neural Networks 2025

Beyond Single Perspective Bias: Fusing Personalized and Common Preferences for Comprehensive Personal Preference Learning

Jiaxin Wu, Guangxiong Chen, Chenglong Pang, Eric W.K. See-To, Jie Zhao(Corresponding Author)

Project

• Accepted by Neural Networks 2025(IF=6.3 CCF-B).

🎖 Honors and Awards

• 2024.07 The undergraduate graduation thesis won the Excellent Innovation Award.

📖 Educations

• 2024.09 - 2025.08(now), School of Computer Science and Technology, Donghua University, Shanghai, China.
  • Major: Computer Science and Technology
  • Degree: Master
• 2020.09 - 2024.07, School of Management, Guangdong University of Technology, Guangzhou, China.
  • Major: Big Data Management and Application
  • Degree: Bachelor

💬 Invited Talks

• July 2024: Participated the 2024 China Conference on Granular Computing and Discovery in Jiangsu, China.

💻 Internships

• National Natural Science Foundation of China (72271063)：Research on the Experience Quality Calculation and Reciprocal Recommendation Mechanism of C2C Interactive Service
  • Guangdong University of Technology. Guangzhou, China. Research Manager 2023 to Present.
  • Advisors: Prof. Jie Zhao
• National Natural Science Foundation of China (71871069)：Research on Bidirectional Trust Calculation and Matching Mechanism of Online Short-Term Rental Platform
  • Guangdong University of Technology. Guangzhou, China. Research Manager 2022 to 2023.
  • Advisors: Prof. Jie Zhao