辜文蔚

     辜文蔚

          职称: 讲师

         学历: 博士研究生

         所学专业: 计算机科学与工程

         导师: 硕士生导师

         研究方向: 智能运维，云系统可靠性，内存可靠性

         电子邮箱: wwgu@nankai.edu.cn

         个人主页: https://nkcs.iops.ai/wenweigu/

个人简介

辜文蔚现为南开大学软件学院讲师。于2025年7月从香港中文大学计算机科学与工程系获得博士学位，师从软件可靠性工程领域先驱吕荣聪（Michael R. Lyu）教授（IEEE/ACM/AAAS Fellow，长江讲席教授）。在读期间参与了华为云-港中文软件可靠性联合实验室的项目，并将研究成果成功发表在国际期刊或会议上。具体来说，在TOSEM，TSE，ICSE，ISSRE，DSN，EMSE, AAAI等国际顶尖会议和期刊发表高水平论文13篇，其中以第一作者身份发表 CCF 推荐 A 类或 B 类论文 5 篇。此外，多次担任 CCF 推荐 A / B 类国际会议或期刊审稿人（包括KDD 26, AAAI 26, ASE 25, ACL 25, ICSE 25, FSE 24, ISSRE 24, DSN 25, ISSTA 24, ESEC/FSE 24, ISSRE 23, DSN 23, ISSRE 22, SRDS 22, ESEC/FSE 22, TSE, TSC）。

教育经历

2021.08-2025.07，香港中文大学，工学博士，计算机科学与工程专业（导师： 吕荣聪）

2017.09-2021.06，华中科技大学，工学学士，电子信息工程（卓越工程师计划班）专业

工作经历

2025.08-至今，南开大学软件学院，讲师

2025.02-2025.06，华为香港研究所，研究实习生

2022.01-2025.01，华为-港中文软件可靠性联合实验室，项目成员

2020.07-2020.08，香港中文大学深圳研究院，研究实习生

2019.07-2019.08，鹏城实验室，研究实习生

发表的部分论文

1. Revisiting, Benchmarking, and Exploring API Recommendation: How Far Are We?

Yun Peng, Shuqing Li, Wenwei Gu, Yichen Li, Wenxuan Wang, Cuiyun Gao, and Michael R. Lyu

In IEEE Transactions on Software Engineering (TSE), Volume 49, Issue 4, April 2023 (CCF A/SCI Q1)

2. Curvature-Invariant Adversarial Attacks for 3D Point Clouds

Jianping Zhang, Wenwei Gu, Yizhan Huang, Zhihan Jiang, Weibin Wu, and Michael R. Lyu.

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Volume 38, Number 7, February 2024 (CCF A)

3. KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems

Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, and Michael R. Lyu

In Proceedings of the 35th International Symposium on Software Reliability Engineering (ISSRE), PP. 403-414, October 2024 (CCF B)

4. Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features

Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong feng, Zengyin Yang, Yongqiang Yang and Michael R. Lyu

In ACM Transactions on Software Engineering and Methodology (TOSEM), Volume 34, Issue 3, February 2025 (CCF A/SCI Q1)

5. ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems

Wenwei Gu, Jiazhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, and Michael R. Lyu

In Proceedings of the IEEE/ACM 47th International Conference on Software Engineering (ICSE), PP. 911-923, April 2025 (CCF A)

6. LogUpdater: Automated Detection and Repair of Specific Defects in Logging Statements

Renyi Zhong, Yichen Li, Jinxi Kuang, Wenwei Gu, Yintong Huo, and Michael R. Lyu

In ACM Transactions on Software Engineering and Methodology (TOSEM), April 2025 (CCF A/SCI Q1)

7. LLMPrism: Black-box Performance Diagnosis for Production LLM Training Platforms

Zhihan Jiang, Rui Ren, Guangba Yu, Yulun Wu, Wenwei Gu, Yichen Li, Yujie Huang, Cong Feng, Zengyin Yang, Yongqiang Yang, and Michael R. Lyu

In Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), PP. 1-7, June 2025 (CCF B)

8. Cordial: Cross-row Failure Prediction Method Based on Bank-level Error Locality for HBMs

Wenwei Gu, Jiazhen Gu, Renyi Zhong, Wenyu Zhang, Ming Li, and Michael R. Lyu

In Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), PP. 77-83, June 2025 (CCF B)

9. KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause

Analysis in Large-Scale Cloud Systems

In Empirical Software Engineering (EMSE), October 2025 (CCF B/SCI Q2)

Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, and Michael R. Lyu

10. Integrating GraphSAGE and Mamba for Self-Supervised Spatio-Temporal Fault Detection in Microservice Systems

In Proceedings of the 36th International Symposium on Software Reliability Engineering (ISSRE), October 2025 (CCF B)

Shenglin Zhang, Yingke Li, Jianjin Tang, Chenyu Zhao, Wenwei Gu, Yongqian Sun, and Dan Pei

11. Too Many Cooks: Assessing the Need for Multi-Source Data in Microservice Failure Diagnosis

In Proceedings of the 36th International Symposium on Software Reliability Engineering (ISSRE), October 2025 (CCF B)

Shenglin Zhang, Xiaoyu Feng, Runzhou Wang, Minghua Ma, Wenwei Gu, Yongqian Sun, Zedong Jia, Jinrui Sun, and Dan Pei

12. AetherLog: Log-based Root Cause Analysis by Integrating Large Language Models with Knowledge Graphs

In Proceedings of the 36th International Symposium on Software Reliability Engineering (ISSRE), October 2025 (CCF B)

Tianyu Cui, Ruowei Fu, Changchang Liu, Yuhe Ji, Wenwei Gu, Shenglin Zhang, Yongqian Sun, and Dan Pei

13. Adaptive Performance Regression Detection via Semi-Supervised Siamese Learning

In Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2025 (CCF A)

Yongqian Sun, Mengyao Li, Xiao Xiong, Lei Tao, Yimin Zuo, Wenwei Gu, Shenglin Zhang, Junhua Kuang, Yu Luo, Huandong Zhuang, Bowen Deng, and Dan Pei

科研项目

1. 面向微服务领域的场景化根因分析，华为-港中文软件可靠性联合实验室课题，2023.07~2024.07

2. 全栈式跨层故障根因定位，华为-港中文软件可靠性联合实验室课题，2023.07~2024.07

3. 基于训练事务流的大模型全链路故障分析，华为-港中文软件可靠性联合实验室课题，2024.07~2025.07

4. 面向大规模分布式系统的节点劣化判断，美团合作项目，2025.06~2026.06

5. AI集群基础设施GPU卡故障预测，字节跳动合作项目，2025.05~2026.05

讲授课程

1. 本科生课程，计算机网络，2025-2026，秋季学期

2. 研究生课程，软件测试与维护前沿, 2025-2026，秋季学期

社会兼职

担任KDD 26, AAAI 26, ASE 25, ACL 25, ICSE 25, FSE 24, ISSRE 24, DSN 25, ISSTA 24, ESEC/FSE 24, ISSRE 23, DSN 23, ISSRE 22, SRDS 22, ESEC/FSE 22, TSE, TSC等国际顶尖会议和期刊审稿人

担任第八届CCF AIOps挑战赛评委