Jingrui He

Jingrui He is an Assistant Professor in the Computer Science Department at Stevens Institute of Technology, with primary research focuses on statistical machine learning and large-scale data mining. Her work spans theoretical algorithm development and practical applications in diverse domains.

• University: Stevens Institute of Technology
• Department: Computer Science Department
• Academic Rank: Assistant Professor

Research interests include:

• Heterogeneous machine learning techniques
• Rare category analysis and detection
• Social network analysis
• Public safety applications
• Traffic analytics
• Multimedia processing
• Virtual metrology in semiconductor manufacturing

Publishing trends show consistent contributions to machine learning, data mining, and graph-based methods across multiple domains including semiconductor manufacturing, social networks, and multimedia. She has collaborated with researchers from Stevens Institute of Technology, IBM, and Carnegie Mellon University on both theoretical and applied problems.