Effectiveness of Symmetric Metamorphic Relations on Validating the Stability of code generation LLM

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  DON_RMG: Deep Probabilistic Reasoning and Statistical Analysis Using Deep-Learning – Phase 2 - RMGS

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/08/22 → …

  Project: Research

  • Deep Learning Method 100%
  • Large Language Model 83%
  • Vulnerability Detection 49%
  • Anomaly Detection 49%
  • Requirement Engineering 39%

• DON_RMG: Deep Learning-based Technologies for Practical Data Analytics in Technological Innovation - RMGS

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/04/22 → …

  Project: Research

  • Deep Learning Method 100%
  • Large Language Model 65%
  • Vulnerability Detection 33%
  • Anomaly Detection 33%
  • Defect Prediction 29%

• DON_RMG: Smart Intelligent Process Automation for the Mortgage Lending Industry - RMGS

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/06/20 → …

  Project: Research

  • Deep Learning Method 100%
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  • Defect Prediction 67%
  • Software Defect 51%
  • Vulnerability Detection 40%

• DON: Deep Probabilistic Reasoning and Statistical Analysis Using Deep-Learning

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/08/19 → …

  Project: Research

  • Deep Learning Method 100%
  • Defect Prediction 93%
  • Large Language Model 80%
  • Software Defect 64%
  • Vulnerability Detection 40%
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  TDG(CityU): Innovative Learning using Gamification to enhance Teaching and Learning Software Engineering

  Keung, J. W. (Principal Investigator / Project Coordinator)

  1/06/22 → 30/11/23

  Project: Research

  • Deep Learning Method 100%
  • Large Language Model 99%
  • Vulnerability Detection 49%
  • Anomaly Detection 49%
  • Requirement Engineering 39%