Fan Lai

3 papers University of Illinois Urbana-Champaign

• Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
• HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location
• Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models