2025
ProfiX: Improving Profile-Guided Optimization in Compilers with Graph Neural Networks
NeurIPS 2025poster
Profile-guided optimization (PGO) advances the frontiers of compiler optimization by leveraging dynamic runtime information to generate highly optimized binaries. Traditional instrumentation-based profiling collects accurate profile data but often suffers from heavy runtime overhead. In contrast, sa…