Zhuangbin Chen

68 papers A* 12A 5B 1C 1Journal 45Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cast: Automated Resilience Testing for Production Cloud Service Systems. CoRR Zhuangbin Chen, Zhiling Deng, Kaiming Zhang, Yang Liu, Cheng Cui, Jinfeng Zhong, Zibin Zheng
2026	J	`jnl`	ComBench: A Repo-level Real-world Benchmark for Compilation Error Repair. CoRR Jia Li, Zeyang Zhuang, Zhuangbin Chen, Yuxin Su, Wei Meng, Michael R. Lyu
2026	J	`jnl`	KPIRoot+: An efficient integrated framework for anomaly detection and root cause analysis in large-scale cloud systems. Empir. Softw. Eng. Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2026	J	`jnl`	LogPrism: Unifying Structure and Variable Encoding for Effective Log Compression. CoRR Yang Liu, Kaiming Zhang, Zhuangbin Chen, Jinyang Liu, Zibin Zheng
2026	J	`jnl`	MAS-FIRE: Fault Injection and Reliability Evaluation for LLM-Based Multi-Agent Systems. CoRR Jin Jia, Zhiling Deng, Zhuangbin Chen, Yingqi Wang, Zibin Zheng
2025	A*	`conf`	ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems. ICSE Wenwei Gu, Jiazhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, Michael R. Lyu
2025	J	`jnl`	An Empirical Study of Interaction Bugs in ROS-based Software. CoRR Zhixiang Chen, Zhuangbin Chen, Xingjie Cai, Wei Li, Zibin Zheng
2025	A*	`conf`	Automated Proactive Logging Quality Improvement for Large-Scale Codebases. ASE Yichen Li, Jinyang Liu, Junsong Pu, Zhihan Jiang, Zhuangbin Chen, Xiao He, Tieying Zhang, Jianjun Chen, Yi Li, Rui Shi, Michael R. Lyu
2025	A*	`conf`	COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge. ICSE Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu
2025	J	`jnl`	COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge. CoRR Yichen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guangba Yu, Michael R. Lyu
2025	A*	`conf`	ErrorPrism: Reconstructing Error Propagation Paths in Cloud Service Systems. ASE Junsong Pu, Yichen Li, Zhuangbin Chen, Jinyang Liu, Zhihan Jiang, Jianjun Chen, Rui Shi, Zibin Zheng, Tieying Zhang
2025	J	`jnl`	ErrorPrism: Reconstructing Error Propagation Paths in Cloud Service Systems. CoRR Junsong Pu, Yichen Li, Zhuangbin Chen, Jinyang Liu, Zhihan Jiang, Jianjun Chen, Rui Shi, Zibin Zheng, Tieying Zhang
2025	J	`jnl`	Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal Features. ACM Trans. Softw. Eng. Methodol. Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2025	J	`jnl`	KPIRoot+: An Efficient Integrated Framework for Anomaly Detection and Root Cause Analysis in Large-Scale Cloud Systems. CoRR Wenwei Gu, Renyi Zhong, Guangba Yu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2025	—	`conf`	L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis. SIGSOFT FSE Companion Zhihan Jiang, Junjie Huang, Guangba Yu, Zhuangbin Chen, Yichen Li, Renyi Zhong, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu
2025	J	`jnl`	L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis. CoRR Zhihan Jiang, Junjie Huang, Zhuangbin Chen, Yichen Li, Guangba Yu, Cong Feng, Yongqiang Yang, Zengyin Yang, Michael R. Lyu
2025	C	`conf`	MICRORACER: Detecting Concurrency Bugs for Cloud Service Systems. APSEC Zhiling Deng, Juepeng Wang, Zhuangbin Chen
2025	J	`jnl`	MTCMB: A Multi-Task Benchmark Framework for Evaluating LLMs on Knowledge, Reasoning, and Safety in Traditional Chinese Medicine. CoRR Shufeng Kong, Xingru Yang, Yuanyuan Wei, Zijie Wang, Hao Tang, Jiuqi Qin, Shuting Lan, Yingheng Wang, Junwen Bai, Zhuangbin Chen, Zibin Zheng, Caihua Liu, Hao Liang
2025	J	`jnl`	Metronome: Differentiated Delay Scheduling for Serverless Functions. CoRR Zhuangbin Chen, Juzheng Zheng, Zibin Zheng
2025	J	`jnl`	MicroRacer: Detecting Concurrency Bugs for Cloud Service Systems. CoRR Zhiling Deng, Juepeng Wang, Zhuangbin Chen
2025	J	`jnl`	No More Labelled Examples? An Unsupervised Log Parser with LLMs. Proc. ACM Softw. Eng. Junjie Huang, Zhihan Jiang, Zhuangbin Chen, Michael R. Lyu
2025	J	`jnl`	Tracezip: Efficient Distributed Tracing via Trace Compression. CoRR Zhuangbin Chen, Junsong Pu, Zibin Zheng
2025	J	`jnl`	Tracezip: Efficient Distributed Tracing via Trace Compression. Proc. ACM Softw. Eng. Zhuangbin Chen, Junsong Pu, Zibin Zheng
2024	A	`conf`	A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We? ISSTA Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2024	A	`conf`	Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis. ISSRE Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024	J	`jnl`	Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis. CoRR Junjie Huang, Zhihan Jiang, Jinyang Liu, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Hui Dong, Zengyin Yang, Michael R. Lyu
2024	—	`conf`	FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. ICSE-SEIP Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2024	J	`jnl`	FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems. CoRR Junjie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yichen Li, Jiazhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2024	A	`conf`	KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems. ISSRE Wenwei Gu, Xinying Sun, Jinyang Liu, Yintong Huo, Zhuangbin Chen, Jianping Zhang, Jiazhen Gu, Yongqiang Yang, Michael R. Lyu
2024	J	`jnl`	LILAC: Log Parsing using LLMs with Adaptive Parsing Cache. Proc. ACM Softw. Eng. Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2024	J	`jnl`	MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection. CoRR Jinyang Liu, Wenwei Gu, Zhuangbin Chen, Yichen Li, Yuxin Su, Michael R. Lyu
2024	J	`jnl`	TraceMesh: Scalable and Streaming Sampling for Distributed Traces. CoRR Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng
2024	B	`conf`	Tracemesh: Scalable and Streaming Sampling for Distributed Traces. CLOUD Zhuangbin Chen, Zhihan Jiang, Yuxin Su, Michael R. Lyu, Zibin Zheng
2024	J	`jnl`	ULog: Unsupervised Log Parsing with Large Language Models through Log Contrastive Units. CoRR Junjie Huang, Zhihan Jiang, Zhuangbin Chen, Michael R. Lyu
2023	J	`jnl`	A Large-scale Benchmark for Log Parsing. CoRR Zhihan Jiang, Jinyang Liu, Junjie Huang, Yichen Li, Yintong Huo, Jiazhen Gu, Zhuangbin Chen, Jieming Zhu, Michael R. Lyu
2023	A*	`conf`	Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data. ICSE Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023	J	`jnl`	Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data. CoRR Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023	A*	`conf`	Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention. ICSE Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2023	J	`jnl`	Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention. CoRR Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, Michael R. Lyu
2023	A*	`conf`	Incident-aware Duplicate Ticket Aggregation for Cloud Systems. ICSE Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
2023	J	`jnl`	Incident-aware Duplicate Ticket Aggregation for Cloud Systems. CoRR Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, Michael R. Lyu
2023	J	`jnl`	LLMParser: A LLM-based Log Parsing Framework. CoRR Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yichen Li, Junjie Huang, Yintong Huo, Pinjia He, Jiazhen Gu, Michael R. Lyu
2023	A*	`conf`	Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion. ASE Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023	J	`jnl`	Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion. CoRR Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Michael R. Lyu
2023	J	`jnl`	Performance Issue Identification in Cloud Systems with Relational-Temporal Anomaly Detection. CoRR Wenwei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yuxin Su, Jiazhen Gu, Cong Feng, Zengyin Yang, Michael R. Lyu
2023	A	`conf`	Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services. ISSRE Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu
2023	J	`jnl`	Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services. CoRR Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, Michael R. Lyu
2023	A*	`conf`	Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems. ASE Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2023	J	`jnl`	Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems. CoRR Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, Michael R. Lyu
2023	J	`jnl`	Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop. CoRR Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, Michael R. Lyu
2022	J	`jnl`	A Survey on Automated Log Analysis for Reliability Engineering. ACM Comput. Surv. Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
2022	A*	`conf`	Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. ICSE Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, Michael R. Lyu
2022	J	`jnl`	Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching. CoRR Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2022	J	`jnl`	An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection. ACM SIGOPS Oper. Syst. Rev. Yichen Li, Xu Zhang, Shilin He, Zhuangbin Chen, Yu Kang, Jinyang Liu, Liqun Li, Yingnong Dang, Feng Gao, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Michael R. Lyu
2022	J	`jnl`	Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs. ACM Trans. Softw. Eng. Methodol. Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou, Michael R. Lyu
2021	J	`jnl`	Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection. CoRR Zhuangbin Chen, Jinyang Liu, Wenwei Gu, Yuxin Su, Michael R. Lyu
2021	A*	`conf`	Graph-based Incident Aggregation for Large-Scale Online Service Systems. ASE Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2021	J	`jnl`	Graph-based Incident Aggregation for Large-Scale Online Service Systems. CoRR Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, Michael R. Lyu
2020	J	`jnl`	A Survey on Automated Log Analysis for Reliability Engineering. CoRR Shilin He, Pinjia He, Zhuangbin Chen, Tianyi Yang, Yuxin Su, Michael R. Lyu
2020	J	`jnl`	Memory-Safety Challenge Considered Solved? An Empirical Study with All Rust CVEs. CoRR Hui Xu, Zhuangbin Chen, Mingshen Sun, Yangfan Zhou
2020	—	`conf`	Towards intelligent incident management: why we need it and how we make it. ESEC/SIGSOFT FSE Zhuangbin Chen, Yu Kang, Liqun Li, Xu Zhang, Hongyu Zhang, Hui Xu, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Yingnong Dang, Feng Gao, Pu Zhao, Bo Qiao, Qingwei Lin, Dongmei Zhang, Michael R. Lyu
2019	—	`conf`	NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming. DSN Workshops Hui Xu, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, Michael R. Lyu
2018	J	`jnl`	An adaptive virtual relaying set scheme for loss-and-delay sensitive WSNs. Inf. Sci. Anfeng Liu, Zhuangbin Chen, Neal N. Xiong
2018	A*	`conf`	Characterizing the natural language descriptions in software logging statements. ASE Pinjia He, Zhuangbin Chen, Shilin He, Michael R. Lyu
2018	A	`conf`	Neural Relational Topic Models for Scientific Article Analysis. CIKM Haoli Bai, Zhuangbin Chen, Michael R. Lyu, Irwin King, Zenglin Xu
2017	J	`jnl`	Distributed duty cycle control for delay improvement in wireless sensor networks. Peer-to-Peer Netw. Appl. Zhuangbin Chen, Anfeng Liu, Zhetao Li, Young-June Choi, Jie Li
2017	J	`jnl`	Energy-Efficient Broadcasting Scheme for Smart Industrial Wireless Sensor Networks. Mob. Inf. Syst. Zhuangbin Chen, Anfeng Liu, Zhetao Li, Young-June Choi, Hiroo Sekiya, Jie Li
2017	J	`jnl`	Reliability Improved Cooperative Communication over Wireless Sensor Networks. Symmetry Zhuangbin Chen, Ming Ma, Xiao Liu, Anfeng Liu, Ming Zhao