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cs.PL2026
Pattern-Guided Graph Synthesis for Suppressing Known Defects in DL Compiler Fuzzing
Qiong Feng, Xiaotian Ma, Di Cui +2
Fuzzing is effective at finding bugs in deep learning (DL) compilers, but existing fuzzers repeatedly trigger faults they have already uncovered. Current fuzzers diversify the gene…
cs.SE2026
CrossLangFuzzer: Differential Testing of Cross-Language JVM Compilers
Xiaotian Ma, Qiong Feng, Yongqiang Tian +2
Modern JVM software increasingly integrates multiple programming languages, such as Java, Kotlin, Groovy, and Scala, within a single application. Supporting such interoperability r…
cs.SE2026
DRReduce: Enhancing Syntax-Guided Program Reduction with Dependency Reconstruction
Qiong Feng, Xiaotian Ma, Yongqiang Tian +2
Program reduction is a technique for simplifying large, failure-inducing programs into minimal reproducible test cases. Language-specific tools such as CReduce achieve strong perfo…