2 papers
cs.LG2026
Pre-Generating Multi-Difficulty PDE Data for Few-Shot Neural PDE Solvers
Naman Choudhary, Vedant Singh, Ameet Talwalkar +3
A key aspect of learned partial differential equation (PDE) solvers is that the main cost often comes from generating training data with classical solvers rather than learning the…
cs.AI2025
CompactPrompt: A Unified Pipeline for Prompt Data Compression in LLM Workflows
Joong Ho Choi, Jiayang Zhao, Jeel Shah +5
Large Language Models (LLMs) deliver powerful reasoning and generation capabilities but incur substantial run-time costs when operating in agentic workflows that chain together len…