Preprint
Aug 2026
GraphIR: Architecture-Level Search States for LLM-Guided Neural Architecture Evolution
GraphIR, an architecture-aware intermediate representation that supplements executable programs with a mutation-aligned candidate state, achieves the best overall search performance while maintaining comparable model size and favorable end-to-end NAS efficiency when integrated into OpenEvolve.
Zhen Liu, Wanqi Zhou, Shuanghao Bai et al.
· 1 citation