Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search. - Pranav Somu; Advay Balakrishnan; Stepan Kravtsov; Aaron McDaniel; Jason Zutty (CoRR, 2026)

Exploratory Experience Shapes the Geometry of Predictive Representations. - Kseniia Shilova; Abdelrahman Sharafeldin; Advay Balakrishnan; Hannah Choi (CoRR, 2026)