Linyi Han

Linyi Han

Ph.D. candidate at Tianjin University, specializing in software vulnerability analysis.

Linyi Han’s Academic Homepage

Personal Information

  • Name: Linyi Han
  • Institution: Tianjin University
  • College: The College of Intelligence and Computing
  • Contact: hanly2 [ at ] tju [Dot] edu [Dot] cn

Academic Background

  • Education: Ph.D. Candidate at Tianjin University (2021–2025)
  • Research Focus: Software Engineering, with an emphasis on vulnerability analysis and management using machine learning and Large Language Models (LLMs).

Mentors

  • Primary Supervisor: Xiaowang Zhang, at Tianjin University
  • Co-Supervisors:
    • Zhenchang Xing, at CSIRO’s Data61 and Australian National University
    • Shidong Pan, at Columbia University and New York University

Research Areas & Focus

  • Research Areas: Software Engineering, Vulnerability Management, Machine Learning
  • Research Goal: To improve vulnerability identification and management in software development through machine learning and Large Language Models (LLM), focusing on vulnerability analysis and information management.

Publication

  • Linyi Han, Shidong Pan, Zhenchang Xing, Jiamou Sun, Sofonias Yitagesu, Xiaowang Zhang, Zhiyong Feng (2024). Do Chase Your Tail! Missing Key Aspects Augmentation in Textual Vulnerability Descriptions of Long-tail Software through Feature Inference. IEEE Transactions on Software Engineering.
  • Jinrui Zhang, Linyi Han, Xiaowang Zhang (2024). KFC-QR: A Knowledge Fusion Constraint Method Based on Query Retrieval for CPE prediction. ISWC (Posters/Demos/Industry).
  • Sofonias Yitagesu, Zhenchang Xing, Xiaowang Zhang, Zhiyong Feng, Xiaohong Li, Linyi Han (2023). Extraction of Phrase-based Concepts in Vulnerability Descriptions through Unsupervised Labeling. ACM Transactions on Software Engineering and Methodology
  • Shaojuan Wu, Yunjie Wu, Linyi Han, Ya Liu, Jiarui Zhang, Ziqiang Chen, Xiaowang Zhang, Zhiyong Feng (2022). Structure-sensitive semantic matching for aggregate question answering over knowledge base. Journal of Web Semantics
  • Sofonias Yitagesu, Zhenchang Xing, Xiaowang Zhang, Zhiyong Feng, Xiaohong Li, Linyi Han (2021). Unsupervised Labeling and Extraction of Phrase-based Concepts in Vulnerability Descriptions. ASE