2 papers
cs.MA2026
CyberNeuro: A Privacy-Preserving Agentic Workbench for Cohort-Scale Neuroimage and Clinical Data Analysis
Ran Ren, Junhong Tong, Yunxi Kong +10
Despite tremendous success in neuroimaging methodology, making large-scale, high-dimensional datasets ready for AI/ML applications remains a critical operational bottleneck. Conven…
cs.CL2026
Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and LLM Reconstruction
Yuchun Zou, Junhong Tong, Jun Li
Traditional lossless text compression preserves every byte, but its gains on natural language are often modest in realistic operating regimes. We study \emph{lossy semantic text co…