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Author

Chiming Duan

Observed names: Chiming, Duan, Duan, Chiming
ORCID: 0009-0008-4422-6323
Observed ORCID: 0009-0008-4422-6323
OpenAlex ID: A5043852808
LLMeLog: An Approach for Anomaly Detection based on LLM-enriched Log Events
2024 · Minghua He, Tong Jia, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 46
AcLog: An Approach to Detecting Anomalies from System Logs with Active Learning
2023 · Chiming Duan, Tong Jia, et al. · IEEE International Conference on Web Services (ICWS) · 21
AFALog: A General Augmentation Framework for Log-based Anomaly Detection with Active Learning
2023 · Chiming Duan, Tong Jia, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 17
AgentFM: Role-Aware Failure Management for Distributed Databases with LLM-Driven Multi-Agents
2025 · Lingzhe Zhang, Yunpeng Zhai, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 14
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EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection
2025 · Chiming Duan, Tong Jia, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 14
LogCAE: An Approach for Log-based Anomaly Detection with Active Learning and Contrastive Learning
2024 · Pei Xiao, Tong Jia, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 13
ThinkFL: Self-Refining Failure Localization for Microservice Systems via Reinforcement Fine-Tuning
2026 · Lingzhe Zhang, Yunpeng Zhai, et al. · ACM Transactions on Software Engineering and Methodology · 11
Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion
2025 · Chiming Duan, Yong Yang, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 11
Weakly-Supervised Log-Based Anomaly Detection with Inexact Labels via Multi-Instance Learning
2025 · Minghua He, Tong Jia, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 10
Enhancing Web Service Anomaly Detection via Fine-grained Multi-modal Association and Frequency Domain Analysis
2025 · Xixuan Yang, Xin Huang, et al. · International World Wide Web Conference (WWW) · 7
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Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices
2026 · Lingzhe Zhang, Tong Jia, et al. · IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) · 5
Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism
2026 · Lingzhe Zhang, Tong Jia, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 4
CoorLog: Efficient-Generalizable Log Anomaly Detection via Adaptive Coordinator in Software Evolution
2025 · Pei Xiao, Chiming Duan, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 4
Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought
2025 · Zhang, Lingzhe, Jia, Tong, et al. · arXiv (Cornell University) · 4
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A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models
2025 · Zhang, Lingzhe, Fang, Liancheng, et al. · arXiv (Cornell University) · 4
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SOIL: Score Conditioned Diffusion Model for Imbalanced Cloud Failure Prediction
2024 · Chiming Duan, Fangkai Yang, et al. · International World Wide Web Conference (WWW) · 3
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
2025 · Chiming Duan, Minghua He, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2
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Walk the Talk: Is Your Log-based Software Reliability Maintenance System Really Reliable?
2025 · Minghua He, Tong Jia, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2
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United We Stand: Towards End-to-End Log-based Fault Diagnosis via Interactive Multi-Task Learning
2025 · Minghua He, Chiming Duan, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 2
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CLSLog: Collaborating Large and Small Models for Log-based Anomaly Detection
2025 · Pei Xiao, Tong Jia, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 2
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E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning
2026 · Lingzhe Zhang, Yunpeng Zhai, et al. · ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 1
From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery
2026 · Zhang, Lingzhe, Jia, Tong, et al. · arXiv (Cornell University) · 1
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MicroRemed: Benchmarking LLMs in Microservices Remediation
2025 · Zhang, Lingzhe, Zhai, Yunpeng, et al. · arXiv (Cornell University) · 1
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CSLParser: A Collaborative Framework Using Small and Large Language Models for Log Parsing
2025 · Weijie Hong, Yifan Wu, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 1
When to Intervene? An Empirical Study of Errors and Self-Recovery in LLM Agents
2026 · Duan, Chiming, Jia, Tong, et al. · arXiv (Cornell University)
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Works count: 34
Citation count: 200
H-index: 9
I10-index: 9
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