2 papers
cs.AI2026
Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production
Cong Ming, Jingyi Chen, Bin Liu +4
Deployed LLM safety guardrails are predominantly static: trained once and frozen at release, while new jailbreak techniques and previously un-addressed harmful categories emerge wi…
cs.CL2026
NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
Cong Ming, Ruixin Shi, Yifan Hu
Inferring nationality from personal names is a critical capability for equity and bias monitoring, personalization, and a valuable tool in biomedical and sociological research. How…