3 papers
cs.SE2026
AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve
Chaitanya Mamatha Ananda, Rajiv Gupta, Mircea Trofin +4
Post-link optimizers (PLOs) such as Propeller and BOLT have demonstrated that precise, profile-guided code layout can extract significant performance gains from heavily optimized b…
cs.AI2026
Magellan: Autonomous Discovery of Novel Compiler Optimization Heuristics with AlphaEvolve
Hongzheng Chen, Alexander Novikov, Ngân Vũ +5
Modern compilers rely on hand-crafted heuristics to guide optimization passes. These human-designed rules often struggle to adapt to the complexity of modern software and hardware…
cs.SE2024
Input-Gen: Guided Generation of Stateful Inputs for Testing, Tuning, and Training
Ivan R. Ivanov, Joachim Meyer, Aiden Grossman +2
The size and complexity of software applications is increasing at an accelerating pace. Source code repositories (along with their dependencies) require vast amounts of labor to ke…