Marin Soljacic

KAN: Kolmogorov–Arnold Networks

L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling

QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation

OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step

Phase Transitions in Contrastive Learning