Zhang, Dongmei

Robust log-based anomaly detection on unstable log data

Zhang, X., Xu, Y., Lin, Q., Qiao, B., Zhang, H., Dang, Y., Xie, C., Yang, X., Cheng, Q., Li, Z., et al. (2019) · Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilityAnomaly Detection Techniques and Applications

Cited by 761

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Chen, Y., Xie, H., Ma, M., Kang, Y., Gao, X., Shi, L., Cao, Y., Gao, X., Fan, H., Wen, M., et al. (2024) · Proceedings of the Nineteenth European Conference on Computer Systems

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 190

Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study

Sui, Y., Zhou, M., Zhou, M., Han, S., & Zhang, D. (2024) · Proceedings of the 17th ACM International Conference on Web Search and Data Mining

Topic ModelingMultimodal Machine Learning Applications

Cited by 155

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

Towards intelligent incident management: why we need it and how we make it

Chen, Z., Kang, Y., Li, L., Zhang, X., Zhang, H., Xu, H., Zhou, Y., Yang, L., Sun, J., Xu, Z., et al. (2020) · Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilityCloud Computing and Resource Management

Cited by 99

How to mitigate the incident? An effective troubleshooting guide recommendation technique for online service systems

Jiang, J., Lu, W., Chen, J., Lin, Q., Zhao, P., Kang, Y., Zhang, H., Xiong, Y., Gao, F., Xu, Z., et al. (2020) · Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 56

Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics

Qian, C., Sun, S., Cui, W., Lou, J.-G., Zhang, H., & Zhang, D. (2021) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsComputer Graphics and Visualization Techniques

Cited by 53

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

Identifying linked incidents in large-scale online service systems

Chen, Y., Yang, X., Dong, H., He, X., Zhang, H., Lin, Q., Chen, J., Zhao, P., Kang, Y., Gao, F., et al. (2020) · Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software System Performance and ReliabilitySoftware Engineering Research

Cited by 47

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

RACE: Retrieval-augmented Commit Message Generation

Shi, E., Wang, Y., Tao, W., Du, L., Zhang, H., Han, S., Zhang, D., & Sun, H. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 42

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

Zhang, J., Guo, J., Sun, S., Lou, J.-G., & Zhang, D. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Generative Adversarial Networks and Image SynthesisHandwritten Text Recognition Techniques

Cited by 35

MonitorAssistant: simplifying cloud service monitoring via large language models

Yu, Z., Ma, M., Zhang, C., Qin, S., Kang, Y., Bansal, C., Rajmohan, S., Dang, Y., Pei, C., Pei, D., et al. (2024) · Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering

Software System Performance and ReliabilityAnomaly Detection Techniques and Applications

Cited by 32

GridBook: Natural Language Formulas for the Spreadsheet Grid

Srinivasa Ragavan, S., Hou, Z., Wang, Y., Gordon, A. D., Zhang, H., & Zhang, D. (2022) · 27th International Conference on Intelligent User Interfaces

Spreadsheets and End-User ComputingData Visualization and Analytics

Cited by 15

Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines

Tu, D., He, Y., Cui, W., Ge, S., Zhang, H., Han, S., Zhang, D., & Chaudhuri, S. (2023) · Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Data Quality and ManagementAdvanced Database Systems and Queries

Cited by 14

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

End-to-End Beam Retrieval for Multi-Hop Question Answering

Zhang, J., Zhang, H., Zhang, D., Liu, Y., & Huang, S. (2023) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 1