GraphIR adds a structured architecture state to executable neural programs for LLM-guided NAS; benchmark gains are reported, but the CLRS evidence shows the 'evolved' architecture is essentially the initial one plus a fixed 95-parameter change.
Clement and Dawn Drain and Neel Sundaresan and Jian Yin and Daxin Jiang and Ming Zhou , title =
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GraphIR: Architecture-Level Search States for LLM-Guided Neural Architecture Evolution
GraphIR adds a structured architecture state to executable neural programs for LLM-guided NAS; benchmark gains are reported, but the CLRS evidence shows the 'evolved' architecture is essentially the initial one plus a fixed 95-parameter change.