2 papers
cs.AI2025
SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control
Xingyang He, Xiao Ling, Jie Liu
Large reasoning models (LRMs) have exhibited remarkable reasoning capabilities through inference-time scaling, but this progress has also introduced considerable redundancy and ine…
math.NA2025
On the best accuracy using the -adaptive finite element refinement
Jie Liu
In \cite{liu2022practical}, a general algorithm is developed to efficiently obtain the best accuracy using the regular refinement. The adaptive refinement allows for obtaining an a…