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• Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
  2019 · 362 citations
• On the Importance of Building High-quality Training Datasets for Neural Code Search
  2022 · 65 citations
• BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
  2024 · 20 citations
• LEOPARD: Identifying Vulnerable Code for Vulnerability Assessment through Program Metrics
  2019 · 12 citations
• CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning
  2021 · 11 citations
• AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation
  2024 · 8 citations
• FDI: Attack Neural Code Generation Systems through User Feedback Channel
  2024 · 5 citations
• Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems
  2022 · 3 citations
• Are Latent Vulnerabilities Hidden Gems for Software Vulnerability Prediction? An Empirical Study