Vehicle-mounted unmanned aerial vehicle (UAV) cooperative inspection has emerged as an efficient approach for power line inspection and has gained attention for its ability to monitor transmission lines in great detail. Although existing truck–UAV path planning studies commonly optimize overall completion time or trave...
Xiao-Jian Liang, Yu-Hao Ge, Shi-Jie Li et al.· IEEE Access· 0 citations
CALM-TS is presented, a risk-controlled weak-supervision pipeline that bounds the labeling error rate while maximizing coverage, and yields auditable evidence chains and a coverage-based, label-free drift indicator.
Yi-Fan Xiao, Shi-Jie Li, Yu Huang· Proceedings of the 32nd ACM...· 0 citations
Labeling time-series events such as anomalies and system failures is expensive and subjective, and distribution drift makes label definitions evolve over time. Large language models can generate weak labels with natural-language rationales, but their error rates are unbounded and their failure modes opaque. We present...
Yifan Xiao, Shijie Li, Yu Huang· Proceedings of the 32nd ACM...· 0 citations
RunbookFX is presented, a typed functional domain-specific language that elevates incident response from natural-language suggestions to executable programs whose safety is established statically, and key insight is that incident-response safety decomposes into three interacting dimensions: risk severity, exercised cap...
