Members

(MUST: Macau University of Science and Technology; HEU: Harbin Engineering University)

PhD Students

• Chuyue Wu (MUST, 09/2025-Present)
  • Research Interests: Log Analysis and Program Repair
• Yinggang Ling (MUST, 09/2025-Present)
  • Research Interests: LLM for Code Analysis

Master Students

• Yuhui Zhou (MUST, 09/2025-Present)
  • Research Interests: LLM and Agents

Alumni

• Yao Li (Postdoc, MUST, 02/2025-04/2026)
  • Research Interests: Malware Detection
• Jie Cai (RA, MUST, 06/2023-02/2024)
  • Research Interests: Vulnerability Detection in Smart Contracts
  • Publications (1st Author): 1*TIFS
• Guocang Yang (PhD, MUST, 09/2023-05/2026)
  • Dissertation: A Structured Input and Reasoning-Based Approach for SQL Generation with Multimodal Extensions
  • Publications (1st Author): 1*TKDE, 1*Automated Software Engineering
• Yao Li (PhD, MUST, 09/2021-11/2024)
  • Dissertation: Cognizant Detection of Android Malware: Intuitive Classification and Explication of Harmful Effects
  • Publications (1st Author): 2*TOSEM, 1*TSE, 1*The Computer Journal
• Dawei Yuan (PhD, MUST, 09/2020-11/2023)
  • Dissertation: Detecting Smart Contract Vulnerabilities through Analysis of Control and Data Flow in Code Call Graphs
  • Publications (1st Author): 2*TRel, 1*JSS, 1*FCS, 1*Automated Software Engineering
• Ruixiong Yang (Master, MUST, 09/2023-06/2025)
  • Thesis: Smart Contract Vulnerability Detection Based on Large Language Model
• Yiming Sun (Master, MUST, 09/2023-05/2025)
  • Thesis: Automatic Patch Backporting
• Xinyue Li (Master, MUST, 09/2023-05/2025)
  • Thesis: A New Framework for Intelligent Log Analysis and Detection
• Hongrong Yin (Master, MUST, 01/2023-03/2025)
  • Thesis: An Innovative Framework for Enhancing Bug Report Information
  • Publications (1st Author): 1*Automated Software Engineering
• Chang Hu (Master, MUST, 09/2022-06/2024)
  • Thesis: Automatic Program Repair Based on Large Language Model
• Yansheng Liao (Master, MUST, 09/2022-05/2024)
  • Thesis: A New Framework for Security Bug Report Identification
• Zhengquan Li (Master, MUST, 09/2022-05/2024)
  • Thesis: Guiding Users on How to Effectively Use Apps by Automated Responses
  • Publications (1st Author): 1*TOSEM
• Junhao Chen (Master, MUST, 09/2022-05/2024)
  • Thesis: Bug Discovery from App User Reviews Using Sentiment Analysis
• Xiaohui Wang (Master, MUST, 09/2021-07/2023)
  • Thesis: Analyzing User Reviews for App Release Strategy
  • Publications (1st Author): 1*JSS
• Youshuai Tan (Master, MUST, 09/2021-06/2023)
  • Thesis: STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews
  • Publications (1st Author): 1*TSE
• Xiao Peng (Master, MUST, 09/2020-06/2022)
  • Thesis: Towards Context-Aware Based Bug Localization
• Yutong He (Master, MUST, 09/2020-06/2022)
  • Thesis: Q2Q: A Query-to-Query Neural Code Search Approach
• Zijie Chen (Master, MUST, 09/2020-06/2022)
  • Thesis: API Usage Pattern Recommendation Considering Human Intentions
  • Publications (1st Author): 1*QRS
• Jianwei Zeng (Master, MUST, 09/2020-06/2022)
  • Thesis: Automatic Code Summarization Research Based on Graph Attention Mechanism
  • Publications (1st Author): 1*SCP, 1*QRS
• Lingze Meng (Master, MUST, 09/2019-09/2021)
  • Thesis: Bug Report Enrichment Based on BERT Model
• Haoming Li (Master, HEU, 09/2017-03/2020)
  • Thesis: The Research on Automatic Labeling Method for Mobile Application Issue Reports
  • Publications (1st Author): 1*SEKE