Hi all, my name is Tong XIAO. I am currently a Postdoctoral Fellow with the Department of Computer Science and Technology, Tsinghua University. I obtained my PhD degree from the College of Computer Science and Electronic Engineering, Hunan University, Changsha, China. My current research interests include automated log analysis, anomaly detection, failure prediction, and AIOps.

Education

Hunan University
Doctor of Philosophy - PhD, Computer Science and Technology
2018 - 2024

Publications

  • Loader: A Log Anomaly Detector Based on Transformer
    Tong Xiao, Zhe Quan*, Zhi-Jie Wang, Yuquan Le, Yunfei Du, Xiangke Liao, Kenli Li, and Keqin Li
    IEEE Transactions on Services Computing
  • LPV: A Log Parsing Framework Based on Vectorization
    Tong Xiao, Zhe Quan, Zhi-Jie Wang*, Kaiqi Zhao, Xiangke Liao, Huang Huang, Yunfei Du, and Kenli Li
    IEEE Transactions on Network and Service Management
  • LPV: A Log Parser Based on Vectorization for Offline and Online Log Parsing
    Tong Xiao, Zhe Quan*, Zhi-Jie Wang*, Kaiqi Zhao, and Xiangke Liao
    ICDM 2020
  • DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction
    Xuan Lin, Kaiqi Zhao, Tong Xiao, Zhe Quan, Zhi-Jie Wang, Philip S. Yu
    ECAI 2020