π Biography: Gou Tan (θ°θ in Chinese) is currently a 2nd-year Ph.D. student at Sun Yat-Sen University (SYSU), supervised by Prof. Pengfei Chen. Recently, he was awarded a CSC (China Scholarship Council) fellowship, and he will join the Singapore Management University (SMU), co-supervised by Prof. SHAR Lwin Khin and Prof. David Lo. Previously, he received a B.E. degree from Sun Yat-Sen University in 2022.
π‘Research Interest: AI Reliability, SE4AI, LLMOps, MLOps, AI4SE, AIOps.
- Personal Pages: https://floritange.github.io (updated recentlyπ₯)
- Google Scholar: https://scholar.google.com/citations?user=Um5Dp9EAAAAJ
- 2025.06: ππ Our paper "InferLog: Accelerating LLM Inference for Online Log Parsing via ICL-oriented Prefix Caching" was accepted by ICSE'26 (CCF A).
- 2025.04: ππ Our paper "A Survey on Failure Analysis and Fault Injection in AI Systems" was accepted by TOSEM'25 (CCF A).
- 2023.12: ππ Our LLM-based AIOps solutions won 3rd placeπ₯ in the 2023 CCF International AIOps Challenge (1stπ among student teams).
- 2023.10: ππ 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).