📚 Biography: Gou Tan (谭苟 in Chinese) is currently a 1st-year Ph.D. at Sun Yat-Sen University, advised by Professor Pengfei Chen. Previously, he received a B.E. from Sun Yat-Sen University in 2022.
💡Research Interest: AI Reliability, SE4AI, AI4SE, AIOps, MLOps, LLMOps.
🔥 News
- 2025.04: 🎉🎉 Our paper “A Survey on Failure Analysis and Fault Injection in AI Systems” was accepted by TOSEM’25 (CCF A).
- 2023.12: 🎉🎉 Our LLM-based AIOps solutions won 3rd place🥉 in the 2023 CCF International AIOps Challenge (1st🏅 among student teams).
- 2023.10: 🎉🎉 Our paper “Online Data Drift Detection for Anomaly Detection Services based on Deep Learning towards Multivariate Time Series” was accepted by QRS’23 (CCF C).
📝 Publications
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TOSEM’25 CCF A A Survey on Failure Analysis and Fault Injection in AI Systems
Guangba Yu, Gou Tan, Haojia Huang, Zhenyu Zhang, Pengfei Chen, Roberto Natella, Zibin Zheng.
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QRS’23 CCF C Online Data Drift Detection for Anomaly Detection Services based on Deep Learning towards Multivariate Time Series
Gou Tan, Pengfei Chen*, and Min Li.
2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security (QRS), Chiang Mai, Thailand, October 2023.
🎖 Honors and Awards
- 2025.02 Merit Award (14/403), vivo BlueOS Innovation Competition.
- 2024.12 Bronze Award, “HUAWEI Cup” The 21st China Post-Graduate Mathematical Contest in Modeling.
- 2023.12 3rd Place, 2023 CCF International AIOps Challenge (1st among student teams).
📖 Educations
- 2022.09 - (now), present Ph.D. student (Master’s and Ph.D. combined program), Sun Yat-sen University
- 2018.09 - 2022.06, Bachelor degree, Sun Yat-Sen University
