Pinjia He - Publications, H-index & Citations

Pinjia He

The Chinese University of Hong Kong, Shenzhen

26H指数

112论文数

4.8K被引数

收录论文 10

发表时间

Semantic Structure Invariance-Based Metamorphic Testing for Machine Translation Systems 基于语义结构不变性的机器翻译系统变形测试

IEEE TRANSACTIONS ON RELIABILITY

IF5.7

2025-01-01

PREAI

Sun, Chang-ai; Mu, Jian; Xiao, Mingjun; Liu, Huai; He, Pinjia

On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations 关于数据重采样对基于深度学习的日志异常检测的影响: 见解和建议

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

IF5.6

2025-01-01

PREAI

Ma, Xiaoxue; Zou, Huiqi; He, Pinjia; Keung, Jacky; Li, Yishu; Yu, Xiao; Sarro, Federica

Exploring the Effectiveness of LLMs in Automated Logging Statement Generation: An Empirical Study 探索LLMs在自动日志记录语句生成中的有效性: 一项实证研究

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

IF5.6

2024-12-01

PREAI

Li, Yichen; Huo, Yintong; Jiang, Zhihan; Zhong, Renyi; He, Pinjia; Su, Yuxin; Briand, Lionel C.; Lyu, Michael R.

HeMiRCA: Fine-Grained Root Cause Analysis for Microservices with Heterogeneous Data Sources HeMiRCA: 针对具有异构数据源的微服务的细粒度根本原因分析

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

IF6.2

2024-11-21

PREAI

Zhu, Zhouruixing; Lee, Cheryl; Tang, Xiaoying; He, Pinjia

End-to-end log statement generation at block-level

JOURNAL OF SYSTEMS AND SOFTWARE

IF4.1

2024-10-01

PREAI

Fu, Ying; Yan, Meng; He, Pinjia; Liu, Chao; Zhang, Xiaohong; Yang, Dan

A Semi-supervised Approach for Industrial Anomaly Detection via Self-adaptive Clustering 基于自适应聚类的半监督工业异常检测方法

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-02-01

PREAI

Ma, Xiaoxue; Keung, Jacky; He, Pinjia; Xiao, Yan; Yu, Xiao; Li, Yishu

Brain: Log Parsing With Bidirectional Parallel Tree Brain: 双向并行树的日志解析

IEEE TRANSACTIONS ON SERVICES COMPUTING

IF5.8

2023-09-01

PREAI

Yu, Siyu; He, Pinjia; Chen, Ningjiang; Wu, Yifan

A Survey on Automated Log Analysis for Reliability Engineering

ACM COMPUTING SURVEYS

IF28

2021-07-13

102

OAAI

He, Shilin; He, Pinjia; Chen, Zhuangbin; Yang, Tianyi; Su, Yuxin; Lyu, Michael R.

Towards Automated Log Parsing for Large-Scale Log Data Analysis

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2018-11-01

132

PREAI

He, Pinjia; Zhu, Jieming; He, Shilin; Li, Jian; Lyu, Michael R.

Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization 通过自适应矩阵分解实现运行时服务自适应的在线QoS预测

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2017-10-01

PREAI

Zhu, Jieming; He, Pinjia; Zheng, Zibin; Lyu, Michael R.

研究方向