Zhongxin Liu
2 papers · Latest:
Software Engineering
iCoRe: An Iterative Correlation-Aware Retriever for Bug Reproduction Test Generation
iCoRe is an iterative, correlation-aware retriever that improves LLM-based bug reproduction test generation by providing high-quality, context-aware code snippets.
2604.19224
Software EngineeringDeepGuard: Secure Code Generation via Multi-Layer Semantic Aggregation
DeepGuard enhances secure code generation by aggregating multi-layer semantic cues, improving security by 11.9% while maintaining correctness.
2604.09089
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