Chiming Duan

According to our database, Chiming Duan authored at least 16 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning.

Minghua He, Chiming Duan, Pei Xiao, Tong Jia, Siyu Yu, Lingzhe Zhang, Weijie Hong, Jin Han, Yifan Wu, Ying Li, Gang Huang

CoRR, September, 2025

Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?

Minghua He, Tong Jia, Chiming Duan, Pei Xiao, Lingzhe Zhang, Kangjin Wang, Yifan Wu, Ying Li, Gang Huang

CoRR, September, 2025

Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought.

Lingzhe Zhang, Tong Jia, Kangjin Wang, Weijie Hong, Chiming Duan, Minghua He, Ying Li

CoRR, August, 2025

A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models.

Lingzhe Zhang, Liancheng Fang, Chiming Duan, Minghua He, Leyi Pan, Pei Xiao, Shiyu Huang, Yunpeng Zhai, Xuming Hu, Philip S. Yu, Aiwei Liu

CoRR, August, 2025

ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning.

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Siyu Yu, Jinyang Gao, Bolin Ding, Zhonghai Wu, Ying Li

CoRR, April, 2025

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents.

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Xiaosong Huang, Chiming Duan, Ying Li

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

CLSLog: Collaborating Large and Small Models for Log-based Anomaly Detection.

Pei Xiao, Tong Jia, Chiming Duan, Minghua He, Weijie Hong, Xixuan Yang, Yihan Wu, Ying Li, Gang Huang

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

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

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

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

Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

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

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

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

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events.

Minghua He, Tong Jia, Chiming Duan, Huaqian Cai, Ying Li, Gang Huang

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

2023

AFALog: A General Augmentation Framework for Log-based Anomaly Detection with Active Learning.

Chiming Duan, Tong Jia, Huaqian Cai, Ying Li, Gang Huang

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

AcLog: An Approach to Detecting Anomalies from System Logs with Active Learning.

Chiming Duan, Tong Jia, Ying Li, Gang Huang

Proceedings of the IEEE International Conference on Web Services, 2023