He, Shilin

Tools and benchmarks for automated log parsing

Zhu, J., He, S., Liu, J., He, P., Xie, Q., Zheng, Z., & Lyu, M. R. (2019) · 2019 IEEE/ACM 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 574

A Survey on Automated Log Analysis for Reliability Engineering

He, S., He, P., Chen, Z., Yang, T., Su, Y., & Lyu, M. R. (2022) · ACM Computing Surveys

Software System Performance and ReliabilitySoftware Reliability and Analysis Research

Cited by 334

Loghub: a large collection of system log datasets for AI-driven log analytics

Zhu, J., He, S., He, P., Liu, J., & Lyu, M. R. (2023) · 2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE)

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 302

Towards Automated Log Parsing for Large-Scale Log Data Analysis

He, P., Zhu, J., He, S., Li, J., & Lyu, M. R. (2018) · IEEE Transactions on Dependable and Secure Computing

Software System Performance and ReliabilityAdvanced Database Systems and Queries

Cited by 230

ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection

Chen, Y., Zhang, C., Ma, M., Liu, Y., Ding, R., Li, B., He, S., Rajmohan, S., Lin, Q., & Zhang, D. (2023) · Proceedings of the VLDB Endowment

Anomaly Detection Techniques and ApplicationsTime Series Analysis and Forecasting

Cited by 139

Assess and Summarize: Improve Outage Understanding with Large Language Models

Jin, P., Zhang, S., Ma, M., Li, H., Kang, Y., Li, L., Liu, Y., Qiao, B., Zhang, C., Zhao, P., et al. (2023) · Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 50

Xpert: empowering incident management with query recommendations via large language models

Jiang, Y., Zhang, C., He, S., Yang, Z., Ma, M., Qin, S., Kang, Y., Dang, Y., Rajmohan, S., Lin, Q., et al. (2024) · Proceedings of the IEEE/ACM 46th International Conference on Software Engineering

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 45

Large Language Model-Brained GUI Agents: A Survey

Zhang, C., He, S., Qian, J., Li, B., Li, L., Qin, S., Kang, Y., Ma, M., Liu, G., Lin, Q., et al. (2024) · arXiv

Robotic Process Automation ApplicationsSoftware Testing and Debugging Techniques

Cited by 10

AlphaResearch: Accelerating New Algorithm Discovery with Language Models

Yu, Z., Feng, K., Zhao, Y., He, S., Zhang, X.-P., & Cohan, A. (2025) · arXiv

Evolutionary Algorithms and ApplicationsAI-based Problem Solving and Planning

Cited by 0