| 2026 | ICSE | Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism. | Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Leyi Pan, Chiming Duan, Minghua He, Pei Xiao, Ying Li |
| 2025 | EMNLP | ICL-Bandit: Relevance Labeling in Advertisement Recommendation Systems via LLM. | Lu Wang, Chiming Duan, Pu Zhao, Fangkai Yang, Yong Shi, Xuefeng Luo, Bingjing Xu, Weiwei Deng, Qingwei Lin, Dongmei Zhang |
| 2025 | ICASSP | EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection. | Chiming Duan, Tong Jia, Yong Yang, Guiyang Liu, Jinbu Liu, Huxing Zhang, Qi Zhou, Ying Li, Gang Huang |
| 2025 | ICSE | Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion. | Chiming Duan, Yong Yang, Tong Jia, Guiyang Liu, Jinbu Liu, Huxing Zhang, Qi Zhou, Ying Li, Gang Huang |
| 2025 | ICSE | Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning. | Minghua He, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang |
| 2025 | ISSRE | CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing. | Weijie Hong, Yifan Wu, Lingzhe Zhang, Chiming Duan, Pei Xiao, Minghua He, Xixuan Yang, Ying Li |
| 2025 | WWW | Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis. | Xixuan Yang, Xin Huang, Chiming Duan, Tong Jia, Shandong Dong, Ying Li, Gang Huang |
| 2024 | ISSRE | LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events. | Minghua He, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang |
| 2024 | ISSRE | LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning. | Pei Xiao, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang |
| 2024 | WWW | SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction. | Chiming Duan, Fangkai Yang, Pu Zhao, Lingling Zheng, Yash Dagli, Yudong Liu, Qingwei Lin, Dongmei Zhang |
| 2023 | ICWS | AcLog: An Approach to Detecting Anomalies from System Logs with Active Learning. | Chiming Duan, Tong Jia, Ying Li, Gang Huang |
| 2023 | ISSRE | AFALog: A General Augmentation Framework for Log-based Anomaly Detection with Active Learning. | Chiming Duan, Tong Jia, Huaqian Cai, Ying Li, Gang Huang |