Revisiting Log Parsing: The Present, the Future, and the Uncertainties.
IEEE Trans. Reliab., September, 2024
MRCA: Metric-level Root Cause Analysis for Microservices via Multi-Modal Data.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024
Deep Learning or Classical Machine Learning? An Empirical Study on Log-Based Anomaly Detection.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024
Hue: A User-Adaptive Parser for Hybrid Logs.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023
Robust Log-Based Anomaly Detection with Hierarchical Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
Tag recommendation by text classification with attention-based capsule network.
Neurocomputing, 2020
Multi-Task Learning with Capsule Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Detecting Malicious Domains with Behavioral Modeling and Graph Embedding.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019