Chiming Duan

According to our database, Chiming Duan authored at least 28 papers between 2023 and 2026.

Collaborative distances:

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

2026

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery.

Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Zixuan Xie, Chiming Duan, Minghua He, Philip S. Yu, Ying Li

CoRR, May, 2026

Towards In-Depth Root Cause Localization for Microservices with Multi-Agent Recursion-of-Thought.

Lingzhe Zhang, Tong Jia, Kangjin Wang, Chiming Duan, Minghua He, Rongqian Wang, Xi Peng, Meiling Wang, Gong Zhang, Renhai Chen, Ying Li

CoRR, May, 2026

E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning.

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Minghua He, Chiming Duan, Zhaoyang Liu, Bolin Ding, Ying Li

CoRR, April, 2026

Efficient Failure Management for Multi-Agent Systems with Reasoning Trace Representation.

Lingzhe Zhang, Tong Jia, Mingyu Wang, Weijie Hong, Chiming Duan, Minghua He, Rongqian Wang, Xi Peng, Meiling Wang, Gong Zhang, Renhai Chen, Ying Li

CoRR, March, 2026

RuntimeSlicer: Towards Generalizable Unified Runtime State Representation for Failure Management.

Lingzhe Zhang, Tong Jia, Weijie Hong, Mingyu Wang, Chiming Duan, Minghua He, Rongqian Wang, Xi Peng, Meiling Wang, Gong Zhang, Renhai Chen, Ying Li

CoRR, March, 2026

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

CoRR, January, 2026

Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices.

Lingzhe Zhang, Tong Jia, Yunpeng Zhai, Leyi Pan, Chiming Duan, Minghua He, Mengxi Jia, Ying Li

CoRR, January, 2026

2025

MicroRemed: Benchmarking LLMs in Microservices Remediation.

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Minghua He, Leyi Pan, Zhaoyang Liu, Bolin Ding, Ying Li

CoRR, November, 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

CoorLog: Efficient-Generalizable Log Anomaly Detection via Adaptive Coordinator in Software Evolution.

Pei Xiao, Chiming Duan, Minghua He, Tong Jia, Yifan Wu, Jing Xu, Gege Gao, Lingzhe Zhang, Weijie Hong, Ying Li, Gang Huang

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 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

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 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

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation.

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

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

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

Proceedings of the 36th IEEE International Symposium on Software Reliability 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

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 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