Selected/Recent Publications

SanRazor: Reducing Redundant Sanitizer Checks in C/C++ Programs

Jiang Zhang, Shuai Wang, Manuel Rigger, Pinjia He, Zhendong Su.
OSDI'21: USENIX Symposium on Operating Systems Design and Implementation

A Survey on Automated Log Analysis for Reliability Engineering

Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu.
CSUR'21: ACM Computing Surveys

Testing Machine Translation via Referential Transparency

Pinjia He, Clara Meister, Zhendong Su.
ICSE'21: International Conference on Software Engineering

Machine Translation Testing via Pathological Invariance

Shashij Gupta, Pinjia He, Clara Meister, Zhendong Su.
ESEC/FSE'20: ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Structure-Invariant Testing for Machine Translation

Pinjia He, Clara Meister, Zhendong Su.
ICSE'20: International Conference on Software Engineering

Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression

Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, Michael R. Lyu.
ASE'19: International Conference on Automated Software Engineering

Characterizing the Natural Language Descriptions in Software Logging Statements

Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu.
ASE'18: International Conference on Automated Software Engineering

Towards Automated Log Parsing for Large-Scale Log Data Analysis

Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu.
TDSC'18: IEEE Transactions on Dependable an Secure Computing

Drain: An Online Log Parsing Approach with Fixed Depth Tree

Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu.
ICWS'17: International Conference on Web Services

Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization

Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu.
TPDS'17: IEEE Transactions on Parallel and Distributed Systems

Experience Report: System Log Analysis for Anomaly Detection

Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu.
ISSRE'16: International Symposium on Software Reliability Engineering
Most Influential Paper Award

An Evaluation Study on Log Parsing and Its Use in Log Mining

Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu.
DSN'16: International Conference on Dependable Systems and Networks

Learning to Log: Helping Developers Make Informed Logging Decisions

Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang.
ICSE'15: International Conference on Software Engineering

Complete list: [Google Scholar][DBLP]