Archer automates agentic code review for LLVM optimizations and reports finding semantic bugs in 21% of recent open PRs and 11% of closed PRs.
Fuzzing: A survey for roadmap,
3 Pith papers cite this work, alongside 293 external citations. Polarity classification is still indexing.
3
Pith papers citing it
293
external citations · OpenAlex
fields
cs.SE 3years
2026 3verdicts
UNVERDICTED 3representative citing papers
A framework combining AFL++ with SystemC-TLM virtual prototypes enables realistic stateful fuzzing of embedded software, eliminating false positives while matching state-of-the-art code coverage and performance.
RisCoSet applies multiple hypothesis testing to construct risk-controlling partial-program prediction sets for LLM code generation, achieving up to 24.5% less code removal than prior methods at equivalent risk levels.
citing papers explorer
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Archer: Towards Agentic Review for Compiler Optimizations
Archer automates agentic code review for LLVM optimizations and reports finding semantic bugs in 21% of recent open PRs and 11% of closed PRs.
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Stateful Embedded Fuzzing with Peripheral-Accurate SystemC Virtual Prototypes
A framework combining AFL++ with SystemC-TLM virtual prototypes enables realistic stateful fuzzing of embedded software, eliminating false positives while matching state-of-the-art code coverage and performance.
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Uncertainty Quantification for LLM-based Code Generation
RisCoSet applies multiple hypothesis testing to construct risk-controlling partial-program prediction sets for LLM code generation, achieving up to 24.5% less code removal than prior methods at equivalent risk levels.