Yifan Wu

38 papers A* 6A 8Misc 1Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of AIOps in the Era of Large Language Models.
ACM Comput. Surv.
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2026 J jnl
DeLog: An Efficient Log Compression Framework with Pattern Signature Synthesis.
CoRR
Siyu Yu, Yifan Wu, Junjielong Xu, Ying Fu, Ning Wang, Maoyin Liu, Pancheng Jiang, Xiang Zhang, Tong Jia, Pinjia He, Ying Li
2026 J jnl
UDA-RCL: Unsupervised Domain Adaptation for Microservice Root Cause Localization Utilizing Multimodal Data.
IEEE Trans. Serv. Comput.
Xiaosong Huang, Hongyi Liu, Yifan Wu, Lingzhe Zhang, Tong Jia, Ying Li, Zhonghai Wu
2025 J jnl
A Survey of AIOps in the Era of Large Language Models.
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2025 A* conf
An Empirical Study on Commit Message Generation Using LLMs via In-Context Learning.
ICSE
Yifan Wu, Yunpeng Wang, Ying Li, Wei Tao, Siyu Yu, Haowen Yang, Wei Jiang, Jianguo Li
2025 A conf
CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing.
ISSRE
Weijie Hong, Yifan Wu, Lingzhe Zhang, Chiming Duan, Pei Xiao, Minghua He, Xixuan Yang, Ying Li
2025 A* conf
CoorLog: Efficient-Generalizable Log Anomaly Detection via Adaptive Coordinator in Software Evolution.
ASE
Pei Xiao, Chiming Duan, Minghua He, Tong Jia, Yifan Wu, Jing Xu, Gege Gao, Lingzhe Zhang, Weijie Hong, Ying Li, Gang Huang
2025 A conf
Log Parsing Using LLMs with Self-Generated In-Context Learning and Self-Correction.
ICPC
Yifan Wu, Siyu Yu, Ying Li
2025 A* conf
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation.
ASE
Chiming Duan, Minghua He, Pei Xiao, Tong Jia, Xin Zhang, Zhewei Zhong, Xiang Luo, Yan Niu, Lingzhe Zhang, Siyu Yu, Yifan Wu, Weijie Hong, Ying Li, Gang Huang
2025 J jnl
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation.
CoRR
Chiming Duan, Minghua He, Pei Xiao, Tong Jia, Xin Zhang, Zhewei Zhong, Xiang Luo, Yan Niu, Lingzhe Zhang, Yifan Wu, Siyu Yu, Weijie Hong, Ying Li, Gang Huang
2025 Misc conf
ScalaLog: Scalable Log-Based Failure Diagnosis Using LLM.
ICASSP
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Hongyi Liu, Ying Li
2025 A* conf
United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning.
ASE
Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, Gang Huang
2025 J jnl
United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning.
CoRR
Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, Gang Huang
2025 A* conf
Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
ASE
Minghua He, Tong Jia, Chiming Duan, Pei Xiao, Lingzhe Zhang, Kangjin Wang, Yifan Wu, Ying Li, Gang Huang
2025 J jnl
Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
CoRR
Minghua He, Tong Jia, Chiming Duan, Pei Xiao, Lingzhe Zhang, Kangjin Wang, Yifan Wu, Ying Li, Gang Huang
2024 J jnl
A Survey of AIOps for Failure Management in the Era of Large Language Models.
CoRR
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li
2024 — conf
CoCA: Fusing Position Embedding with Collinear Constrained Attention in Transformers for Long Context Window Extending.
ACL (1)
Shiyi Zhu, Jing Ye, Wei Jiang, Siqiao Xue, Qi Zhang, Yifan Wu, Jianguo Li
2024 — conf
Commit Message Generation via ChatGPT: How Far Are We?
FORGE
Yifan Wu, Ying Li, Siyu Yu
2024 J jnl
Log Parsing with Self-Generated In-Context Learning and Self-Correction.
CoRR
Yifan Wu, Siyu Yu, Ying Li
2024 J jnl
LogPTR: Variable-Aware Log Parsing with Pointer Network.
CoRR
Yifan Wu, Bingxu Chai, Siyu Yu, Ying Li, Pinjia He, Wei Jiang, Jianguo Li
2024 — conf
MMDL-Based Data Augmentation with Domain Knowledge for Time Series Classification.
ECML/PKDD (3)
Xiaosheng Li, Yifan Wu, Wei Jiang, Ying Li, Jianguo Li
2024 A conf
OCRCL: Online Contrastive Learning for Root Cause Localization of Business Incidents.
SANER
Xiaosong Huang, Hongyi Liu, Yifan Wu, Yujin Zhao, Changlong Wu, Songlin Zhang, Ling Jiang, Tong Jia, Ying Li, Zhonghai Wu
2024 A conf
Understanding and Improving Change Risk Detection in Practice.
SANER
Yifan Wu, Yunpeng Wang, Jianguo Li, Ying Li, Bingxu Chai, Wei Jiang
2024 A* conf
Unlocking the Power of Numbers: Log Compression via Numeric Token Parsing.
ASE
Siyu Yu, Yifan Wu, Ying Li, Pinjia He
2024 J jnl
Unlocking the Power of Numbers: Log Compression via Numeric Token Parsing.
CoRR
Siyu Yu, Yifan Wu, Ying Li, Pinjia He
2024 J jnl
XDrain: Effective log parsing in log streams using fixed-depth forest.
Inf. Softw. Technol.
Changjian Liu, Yang Tian, Siyu Yu, Donghui Gao, Yifan Wu, Suqun Huang, Xiaochun Hu, Ningjiang Chen
2023 — conf
An Empirical Study on Change-induced Incidents of Online Service Systems.
ICSE-SEIP
Yifan Wu, Bingxu Chai, Ying Li, Bingchang Liu, Jianguo Li, Yong Yang, Wei Jiang
2023 J jnl
Brain: Log Parsing With Bidirectional Parallel Tree.
IEEE Trans. Serv. Comput.
Siyu Yu, Pinjia He, Ningjiang Chen, Yifan Wu
2023 J jnl
Cure the headache of Transformers via Collinear Constrained Attention.
CoRR
Shiyi Zhu, Jing Ye, Wei Jiang, Qi Zhang, Yifan Wu, Jianguo Li
2023 A conf
How to Manage Change-Induced Incidents? Lessons from the Study of Incident Life Cycle.
ISSRE
Yujin Zhao, Ling Jiang, Ye Tao, Songlin Zhang, Changlong Wu, Yifan Wu, Tong Jia, Ying Li, Zhonghai Wu
2023 — conf
Log Parsing with Generalization Ability under New Log Types.
ESEC/SIGSOFT FSE
Siyu Yu, Yifan Wu, Zhijing Li, Pinjia He, Ningjiang Chen, Changjian Liu
2023 J jnl
Self-supervised log parsing using semantic contribution difference.
J. Syst. Softw.
Siyu Yu, Ningjiang Chen, Yifan Wu, Wensheng Dou
2023 A conf
UDA-DP: Unsupervised Domain Adaptation for Software Defect Prediction.
SANER
Xiaosong Huang, Yifan Wu, Hongyi Liu, Ying Li, Hao Yu, Dadi Guo, Zhonghai Wu
2022 J jnl
ByteGNN: Efficient Graph Neural Network Training at Large Scale.
Proc. VLDB Endow.
Chenguang Zheng, Hongzhi Chen, Yuxuan Cheng, Zhezheng Song, Yifan Wu, Changji Li, James Cheng, Hao Yang, Shuai Zhang
2022 J jnl
Probabilistic Hesitant Fuzzy Taxonomy Method Based on Best-Worst-Method (BWM) and Indifference Threshold-Based Attribute Ratio Analysis (ITARA) for Multi-attributes Decision-Making.
Int. J. Fuzzy Syst.
Peide Liu, Yifan Wu, Ying Li
2021 — conf
Diagnosing Performance Issues in Microservices with Heterogeneous Data Source.
ISPA/BDCloud/SocialCom/SustainCom
Chuanjia Hou, Tong Jia, Yifan Wu, Ying Li, Jing Han
2021 A conf
LogFlash: Real-time Streaming Anomaly Detection and Diagnosis from System Logs for Large-scale Software Systems.
ISSRE
Tong Jia, Yifan Wu, Chuanjia Hou, Ying Li
2020 A conf
How Far Have We Come in Detecting Anomalies in Distributed Systems? An Empirical Study with a Statement-level Fault Injection Method.
ISSRE
Yong Yang, Yifan Wu, Karthik Pattabiraman, Long Wang, Ying Li