DA-Parser: A Pre-trained Domain-aware Parsing Framework for Heterogeneous Log Analysis. - Shimin Tao; Yilun Liu 001; Weibin Meng; Jingyu Wang 001; Yanqing Zhao; Chang Su 001; Weinan Tian; Min Zhang 042; Hao Yang 006; Xun Chen (COMPSAC, 2023)

Biglog: Unsupervised Large-scale Pre-training for a Unified Log Representation. - Shimin Tao; Yilun Liu 001; Weibin Meng; Zuomin Ren; Hao Yang 006; Xun Chen; Liang Zhang; Yuming Xie; Chang Su 001; Xiaosong Oiao; Weinan Tian; Yichen Zhu; et al. (IWQoS, 2023)

SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training. - Ce Zhou; Yilun Liu 001; Weibin Meng; Shimin Tao; Weinan Tian; Feiyu Yao; Xiaochun Li; Tao Han; Boxing Chen; Hao Yang 006 (AAAI, 2025)