Wei Guan 关威

Tianjin University
School of Computer Software
Associate Research Fellow 天津大学
软件学院
特聘副研究员

Email: guan_wei@tju.edu.cn

Google Scholar   DBLP   Github

I am recruiting Ph.D. and master's students for 2027. I offer close one-on-one mentorship and support for meaningful research in a relaxed, enjoyable environment, with no attendance check-ins—please feel free to contact me. 招收 2027 级博士和硕士研究生，提供一对一科研指导与支持；团队氛围轻松愉快，无打卡要求。欢迎有志于开展有意义研究的同学与我联系。

About Me 关于我

Harbin Institute of Technology 2017.09 - 2021.06
B.S. in Software Engineering
Shanghai Jiao Tong University 2021.09 - 2026.06
Ph.D. in Computer Science and Technology, supervised by Prof. Jian Cao
National University of Singapore 2025.08 - 2026.03
Visiting Research Student (CSC Program), supervised by Prof. See-Kiong Ng
Tianjin University 2026.06 -
Associate Research Fellow in School of Computer Software
哈尔滨工业大学 2017.09 - 2021.06
软件工程本科
上海交通大学 2021.09 - 2026.06
计算机科学与技术直博，导师：曹健教授
新加坡国立大学 2025.08 - 2026.03
国家公派联合培养，导师：See-Kiong Ng教授
天津大学 2026.06 -
软件学院特聘副研究员

Research Interests 研究兴趣

I am interested in discovering patterns from data and applying AI to solve real-world problems. My research interests include:

• Deep Learning Based Anomaly Detection (e.g., user behavior and multi-agent system anomaly detection, financial fraud detection, and industrial equipment health monitoring)
• Large Language Models and Multi-Agent Systems
• Recommender System
• Business Process Intelligence
• Artificial Intelligence for IT Operations (AIOps)
• Federated Learning

我致力于从数据中发现规律，并运用人工智能解决实际问题。
研究方向包括：

• 基于深度学习的异常检测（如用户行为/多智能体系统异常检测、金融欺诈检测、工业设备健康监测等）
• 大语言模型与多智能体系统
• 推荐系统
• 业务流程智能分析
• 智能运维
• 联邦学习