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cs.SE2026
CLIR: Liveness-Driven and Structure-Aware Fuzzing for the Cranelift Compiler
Shangtong Cao, Tianlei Song, Qiuping Yi +4
Modern compilers are complex software systems that must correctly translate high-level programming languages into machine code across multiple architectures. Cranelift, a fast and…
cs.SE2026
A Dual-Loop Agent Framework for Automated Vulnerability Reproduction
Bin Liu, Yanjie Zhao, Zhenpeng Chen +2
Automated vulnerability reproduction from CVE descriptions requires generating executable Proof-of-Concept (PoC) exploits and validating them in target environments. This process i…