2 papers
cs.AI2026
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision
Xiaohan He, Shiyang Feng, Songtao Huang +3
Large language models (LLMs) have demonstrated exceptional reasoning capabilities, and co-evolving paradigms have shown promising results in domains such as code and math. However,…
cs.CV2025
ViLaCD-R1: A Vision-Language Framework for Semantic Change Detection in Remote Sensing
Xingwei Ma, Shiyang Feng, Bo Zhang +1
Remote sensing change detection (RSCD), a complex multi-image inference task, traditionally uses pixel-based operators or encoder-decoder networks that inadequately capture high-le…