Lav R. Varshney

Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models

Combinatorial Creativity: A New Frontier in Generalization Abilities

Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning

A Game-Theoretic Analysis of Attack by Hiding Intent

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks

Many LLMs Are More Utilitarian Than One

An Information Theory of Compute-Optimal Size Scaling, Emergence, and Plateaus in Language Models