Binpeng Shi

According to our database, Binpeng Shi authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder.

Yongqian Sun, Zihan Lin, Binpeng Shi, Shenglin Zhang, Shiyu Ma, Pengxiang Jin, Zhenyu Zhong, Lemeng Pan, Yicheng Guo, Dan Pei

ACM Trans. Softw. Eng. Methodol., February, 2025

Privacy-preserving MTS anomaly detection for network devices through federated learning.

Shenglin Zhang, Ting Xu, Jun Zhu, Yongqian Sun, Pengxiang Jin, Binpeng Shi, Dan Pei

Inf. Sci., 2025

LLM-Augmented Ticket Aggregation for Low-cost Mobile OS Defect Resolution.

Yongqian Sun, Bowen Hao, Xiaotian Wang, Chenyu Zhao, Yongxin Zhao, Binpeng Shi, Shenglin Zhang, Qiao Ge, Wenhu Li, Hua Wei, Dan Pei

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution.

Binpeng Shi, Yu Luo, Jingya Wang, Yongxin Zhao, Shenglin Zhang, Bowen Hao, Chenyu Zhao, Yongqian Sun, Zhi Zhang, Ronghua Sun, Haihua Li, Wei Song, Xiaolong Chen, Jingbo Miao, Dan Pei

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis.

Shenglin Zhang, Sibo Xia, Wenzhao Fan, Binpeng Shi, Xiao Xiong, Zhenyu Zhong, Minghua Ma, Yongqian Sun, Dan Pei

CoRR, 2024

ART: A Unified Unsupervised Framework for Incident Management in Microservice Systems.

Yongqian Sun, Binpeng Shi, Mingyu Mao, Minghua Ma, Sibo Xia, Shenglin Zhang, Dan Pei

Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024