Yiling He

Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network

Zhenpeng Lao, Deqiang He, Zhenzhen Jin et al. · Knowledge-Based Systems · 2023 · 79 citations

Fault Diagnosis, Few-shot Fault Diagnosis, Engineering +9

MsDroid: Identifying Malicious Snippets for Android Malware Detection

Yiling He, Yiping Liu, Lei Wu et al. · IEEE Transactions on Dependable and Secure Computing · 2022 · 56 citations

Artificial Intelligence, Engineering, Machine Learning +16

Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network

Yiling He, Deqiang He, Zhenpeng Lao et al. · Knowledge-Based Systems · 2024 · 23 citations

Artificial Intelligence, Fault Diagnosis, Few-shot Fault Diagnosis +11

Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network

Zhenpeng Lao, Deqiang He, Haimeng Sun et al. · Engineering Applications of Artificial Intelligence · 2024 · 17 citations

LAMD: Context-Driven Android Malware Detection and Classification with LLMs

Xinran Zheng, Yiling He, Shuo Yang et al. · 2025 · 14 citations