贺品嘉
助理教授
香港中文大学计算机科学与技术博士,2013-2018
华南理工大学计算机科学与技术学士,2010-2013
贺品嘉教授现为香港中文大学(深圳)助理教授。贺品嘉教授于2018年从香港中文大学获得博士学位,此后在苏黎世联邦理工学院从事学术研究工作三年。贺品嘉教授的研究方向为软件工程、AI for SE、大模型、可信人工智能。
近年来,他在ICSE, FSE, ICLR, OSDI, TDSC等顶级会议期刊发表论文50余篇。获得IEEE开源软件服务奖,ISSRE最有影响力论文奖。谷歌学术引用5000余次。主导的自动化日志分析开源项目LogPAI在GitHub上被star 5000余次,并被450多个学界业界组织下载6万余次。担任顶刊TOSEM的Associate Editor,顶会FSE 2025的Social Media Co-Chair,四大软件工程顶会的程序委员会成员。
1. Pinjia He, Clara Meister, Zhendong Su, “Testing Machine Translation via Referential Transparency,” ICSE, 2021. (CCF-A)
2. Shilin He, Pinjia He*, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu, “A Survey on Automated Log Analysis for Reliability Engineering,” CSUR, 2021. (IF: 7.9)
3. Shashij Gupta, Pinjia He*, Clara Meister, Zhendong Su, “Machine Translation Testing via Pathological Invariance,” ESEC/FSE, 2020. (CCF-A)
4. Pinjia He, Clara Meister, Zhendong Su, “Structure-Invariant Testing for Machine Translation,” ICSE, 2020. (CCF-A)
5. Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He*, Zibin Zheng, Michael R. Lyu, “Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression,” ASE, 2019. (CCF-A)
6. Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu, “Characterizing the Natural Language Descriptions in Software Logging Statements,” ASE, 2018. (CCF-A)
7. Pinjia He, Jieming Zhu*, Shilin He, Jian Li, Michael R. Lyu, “Towards Automated Log Parsing for Large-Scale Log Data Analysis,” TDSC, 2018. (CCF-A, IF: 6.9)
8. Jieming, Pinjia He*, Zibin Zheng*, Michael R. Lyu, “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,” TPDS, 2017. (CCF-A, IF: 2.6)
9. Pinjia He, Jieming Zhu, Zibin Zheng, Michael R. Lyu, “Drain: An Online Log Parsing Approach with Fixed Depth Tree,” ICWS, 2017. (CCF-B, Adopted by IBM)
10. Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, “An Evaluation Study on Log Parsing and Its Use in Log Mining,” DSN, 2016. (CCF-B)
11. Shilin He, Jieming Zhu, Pinjia He, Michael R. Lyu, “Experience Report: System Log Analysis for Anomaly Detection,” ISSRE, 2016. (CCF B, Most Influential Paper Award)
12. Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, Michael R. Lyu, Dongmei Zhang, “Learning to Log: Helping Developers Make Informed Logging Decisions,” ICSE, 2015. (CCF-A)