贺品嘉

助理教授

教育背景

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

学术领域
人工智能, 计算机科学, 计算机系统与云计算, 语音与自然语言处理
研究领域
软件工程、AI for SE、大模型、可信人工智能
个人网站
电子邮箱
hepinjia@cuhk.edu.cn
办公室
道远楼420b
个人简介

贺品嘉教授现为香港中文大学(深圳)助理教授,国家级青年人才。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。

他在ICSE, FSE, ICLR, ACL, OSDI等顶级会议期刊发表论文60余篇。获得IEEE TCSE Rising Star Award (全球博士毕业六年内的软件工程学者中选一人)、IEEE开源软件服务奖、ISSRE最有影响力论文奖等奖项。谷歌学术引用7000余次。主导的开源项目在GitHub上被star 7000余次,并被450多个学界业界组织下载9万余次。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。

学术著作

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)