Anujaya Vijayakumar

Similarity-Guided Curriculum Fine-Tuning of LLMs for Neural Architecture Synthesis

Anujaya Vijayakumar, Radu Timofte, Dmitry Ignatov

Introduce a MinHash-based similarity scheduling framework that constructs a progressive curriculum over neural architecture code for LLM-based neural architecture search (NAS). Using 128-permutation MinHash signatures over normalised 7-gram source code shingles, we partition the…Read more