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Xiwei Wu

3 accepted papers

2026

MALICE: Memory-aware Loop Invariants Generation on Symbolic Execution Traces

ICML 2026poster

Automatic loop invariant generation remains a challenging problem in program verification, particularly for memory-manipulating programs where shape invariants are required to characterize heap-allocated structures and memory layouts. While existing approaches succeed on numerical invariants, they a…

Cited by 0SourceScholar
2026

SL-VC: A Benchmark and Automated Framework for Separation Logic Verification Condition Proving

ICML 2026poster

Formal verification of system software with complex heap manipulations remains challenging. Standard automated solvers frequently fail to discharge separation logic verification conditions even when correct specifications like loop invariants are provided, forcing verification engineers to manually …

Cited by 0SourceScholar
2024

Towards General Loop Invariant Generation: A Benchmark of Programs with Memory Manipulation

NeurIPS 2024poster

Program verification is vital for ensuring software reliability, especially in the context of increasingly complex systems. Loop invariants, remaining true before and after each iteration of loops, are crucial for this verification process. Traditional provers and machine learning based methods for…

Cited by 2SourcePDFScholar