2 papers
cs.AI2025
Risk Profiling and Modulation for LLMs
Yikai Wang, Xiaocheng Li, Guanting Chen
Large language models (LLMs) are increasingly used for decision-making tasks under uncertainty; however, their risk profiles and how they are influenced by prompting and alignment…
physics.flu-dyn2025
Advanced representation learning for flow field analysis and reconstruction
Yikai Wang, Jiameng Wang, Ruyi Han +1
In this paper we present advanced representation learning study on integrating deep learning techniques and sparse approximation, including diffusion models, for advanced flow fiel…