2 papers
cs.CL2026
ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation
Dezheng Han, Yibin Jia, Ruxiao Chen +3
With the rapid development of large language models (LLMs), their application to cell type annotation has drawn increasing attention. However, general-purpose LLMs often face limit…
cs.AI2025
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired
Ruxiao Chen, Dezheng Han, Wenjie Han +1
Assistive systems for visually impaired individuals must deliver rapid, interpretable, and adaptive feedback to facilitate real-time navigation. Current approaches face a trade-off…