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• CYCLE: Learning to Self-Refine the Code Generation
  2024 · 29 citations
• CONCORD: Clone-aware Contrastive Learning for Source Code
  2023 · 6 citations
• SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
  2024 · 6 citations
• REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models
  2023 · 3 citations
• CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
  2025 · 1 citations
• TRACED: Execution-aware Pre-training for Source Code
  2023 · 1 citations
• Understanding Automated Program Repair Agents Through the Lens of Traceability: An Empirical Study
  2025
• Understanding Software Engineering Agents Through the Lens of Traceability: An Empirical Study
  2025
• Code Reasoning for Software Engineering Tasks: A Survey and A Call to Action
  2025
• VELVET: a noVel Ensemble Learning approach to automatically locate VulnErable sTatements
  2021
• Beyond Accuracy: Evaluating Self-Consistency of Code Large Language Models with IdentityChain
  2023
• Can LLM Prompting Serve as a Proxy for Static Analysis in Vulnerability Detection
  2024