百晓学者学者目录

刘锦扬

硕士生导师，成都信息工程大学

精选作品

期刊论文

2026

Scalable and Adaptive Log-based Anomaly Detection: A Synergistic Approach

Jinyang Liu, Jun-Jie Huang, Zhihan Jiang, Yin-Tong Huo, Zhuangbin Chen, Jia-Zhen Gu, Cong Feng, Minzhi Yan, M. Lyu

ACM Transactions on Software Engineering and Methodology

DOI

2026

Krone: Hierarchical and Modular Log Anomaly Detection

Lei Ma, Jinyang Liu, Tieying Zhang, Peter M. VanNostrand, Dennis M. Hofmann, Lei Cao, Elke A. Rundensteiner, Jian-Jun Chen

IEEE International Conference on Data Engineering

DOI

2026

LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas

Jue Wang, Jinyang Liu, Zhuang-Bin Chen, Zi-Bin Zheng

arXiv.org

DOI

2026

From General Agents to RCA Experts: A Self-Evolving Harness for Root Cause Analysis

Hai-Yu Huang, Jiewei Lyu, Zhihan Jiang, Jinyang Liu, Xiao He, Tieying Zhang, Wu Xiang, M. Lyu

2026

LogPrism: Unifying Structure and Variable Encoding for Effective Log Compression

Yang Liu, Kai-Ming Zhang, Zhuang-Bin Chen, Jinyang Liu, Zi-Bin Zheng

arXiv.org

DOI

2026

Proactive Change Risk Detection in Production Cloud Systems: ByteDance’s Experience

Jinyang Liu, Yichen Li, Tieying Zhang, Binbin Chen, Xiao He, Zhihan Jiang, Hai-Peng Zhang, Gang Wu, Yi Li

European Conference on Computer Systems

DOI

2025

CodeAD: Synthesize Code of Rules for Log-based Anomaly Detection with LLMs

Jun-Jie Huang, Ming-Hua He, Jinyang Liu, Yin-Tong Huo, Domenico Bianculli, M. Lyu

arXiv.org

DOI

2025

ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems

Wen-Wei Gu, Jia-Zhen Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Jinxi Kuang, Cong Feng, Yongqiang Yang, M. Lyu

International Conference on Software Engineering

DOI

2025

KPIRoot+: An efficient integrated framework for anomaly detection and root cause analysis in large-scale cloud systems

Wen-Wei Gu, Ren-Yi Zhong, Guang-Ba Yu, Xinying Sun, Jinyang Liu, Yin-Tong Huo, Zhuangbin Chen, Jianping Zhang, Jia-Zhen Gu, Yongqiang Yang, M. Lyu

Empirical Software Engineering

DOI

2025

COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge

Yi-Chen Li, Yulun Wu, Jinyang Liu, Zhihan Jiang, Zhuangbin Chen, Guang-Ba Yu, M. Lyu

International Conference on Software Engineering

DOI

2025

ErrorPrism: Reconstructing Error Propagation Paths in Cloud Service Systems

Jun-Song Pu, Yi-Chen Li, Zhuang-Bin Chen, Jinyang Liu, Zhihan Jiang, Jian-Jun Chen, Rui Shi, Zi-Bin Zheng, Tieying Zhang

International Conference on Automated Software Engineering

DOI

2025

LogPilot: Intent-aware and Scalable Alert Diagnosis for Large-scale Online Service Systems

Zhihan Jiang, Jinyang Liu, Yi-Chen Li, Hai-Yu Huang, Xiao He, Tieying Zhang, Jian-Jun Chen, Yi Li, Rui Shi, M. Lyu

International Conference on Automated Software Engineering

DOI

2025

Automated Proactive Logging Quality Improvement for Large-Scale Codebases

Yi-Chen Li, Jinyang Liu, Jun-Song Pu, Zhihan Jiang, Zhuangbin Chen, Xiao He, Tieying Zhang, Jian-Jun Chen, Yi Li, Rui Shi, M. Lyu

International Conference on Automated Software Engineering

DOI

2024

中国农业现代化发展的空间格局演化及驱动因素分析

龙一萍，刘锦扬，李胜

《山东农业大学学报(社会科学版)》

2024

“统计+”虚拟教研室建设路径的研究

岳大波，滕磊，刘锦扬

《科技、经济、市场》

2024

FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-Scale Cloud Systems

Jun-Jie Huang, Jinyang Liu, Zhuangbin Chen, Zhihan Jiang, Yi-Chen Li, Jia-Zhen Gu, Cong Feng, Zengyin Yang, Yongqiang Yang, M. Lyu

2024 IEEE/ACM 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)

DOI

2024

Go Static: Contextualized Logging Statement Generation

Yi-Chen Li, Yin-Tong Huo, Ren-Yi Zhong, Zhihan Jiang, Jinyang Liu, Jun-Jie Huang, Jia-Zhen Gu, Pin-Jia He, M. Lyu

Proc. ACM Softw. Eng.

DOI

2024

Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach

Jinxi Kuang, Jinyang Liu, Jun-Jie Huang, Ren-Yi Zhong, Jia-Zhen Gu, Lan Yu, Rui Tan, Zengyin Yang, M. Lyu

2024 IEEE/ACM 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP)

DOI

2024

MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection

Jinyang Liu, Wen-Cheng Gu, Zhuangbin Chen, Yi-Chen Li, Yu-Xin Su, M. Lyu

arXiv.org

DOI

2024

Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis

Jun-Jie Huang, Zhihan Jiang, Jinyang Liu, Yin-Tong Huo, Jia-Zhen Gu, Zhuangbin Chen, Cong Feng, Hui-fen Dong, Zengyin Yang, M. Lyu

IEEE International Symposium on Software Reliability Engineering

DOI

2024

KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems

Wen-Wei Gu, Xinying Sun, Jinyang Liu, Yin-Tong Huo, Zhuangbin Chen, Jianping Zhang, Jia-Zhen Gu, Yongqiang Yang, M. Lyu

IEEE International Symposium on Software Reliability Engineering

DOI

2023

Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop

Jinyang Liu, Jun-Jie Huang, Yin-Tong Huo, Zhihan Jiang, Jia-Zhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, M. Lyu

arXiv.org

DOI

2023

Performance Issue Identification in Cloud Systems with Relational-Temporal Anomaly Detection

Wen-Wei Gu, Jinyang Liu, Zhuangbin Chen, Jianping Zhang, Yu-Xin Su, Jia-Zhen Gu, Cong Feng, Zengyin Yang, M. Lyu

arXiv.org

DOI

2023

LILAC: Log Parsing using LLMs with Adaptive Parsing Cache

Zhihan Jiang, Jinyang Liu, Zhuangbin Chen, Yi-Chen Li, Jun-Jie Huang, Yin-Tong Huo, Pin-Jia He, Jia-Zhen Gu, M. Lyu

Proc. ACM Softw. Eng.

DOI

2023

A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems

Yin-Tong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, M. Lyu

2023 IEEE International Conference on Data Mining Workshops (ICDMW)

DOI

2023

A Large-scale Benchmark for Log Parsing

Zhihan Jiang, Jinyang Liu, Jun-Jie Huang, Yi-Chen Li, Yin-Tong Huo, Jia-Zhen Gu, Zhuangbin Chen, Jieming Zhu, M. Lyu

arXiv.org

DOI

2023

EvLog: Evolving Log Analyzer for Anomalous Logs Identification

Yin-Tong Huo, Cheryl Lee, Yu-Xin Su, Shiwen Shan, Jinyang Liu, M. Lyu

arXiv.org

DOI

2020

Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics

Jieming Zhu, Shilin He, Pin-Jia He, Jinyang Liu, Michael R. Lyu

IEEE International Symposium on Software Reliability Engineering

DOI

2019

改革创新构建大格局旅游发展贡献新动力——四川旅游业对经济社会发展贡献分析

陈秋竹，邓琳，马千惠，屈利娟，刘锦扬

《商业经济》

2019

四川旅游业:影响机制与路径选择

陈秋竹，邓琳，马千惠，屈丽娟，刘锦扬

《价值工程》

DOI

2019

新时代下成都市“双创”形势分析与对策研究

刘锦扬，朱胜

《价值工程》

DOI

2019

构建地方政府网络理政绩效评估指标体系

张雄，刘锦扬，朱胜

《商业经济》

2018

四川农业现代化发展水平的空间非均衡及演变趋势——基于Dagum基尼系数分解和Kernel核密度估计的实证研究

刘锦扬，应寿英

《农村经济与科技》

2018

成都市“大众创业、万众创新”实施情况调查分析

潘潇，刘锦扬，万青

《现代经济信息》

2018

成都市高校毕业生创业现状与扶持策略分析

万青，刘锦扬，潘潇

《现代经济信息》

2018

地方高校经济统计学专业人才培养改革探索——以成都信息工程大学统计学院为例

范乔希，朱胜，蒋志华，刘锦扬

《教育理论与实践》

2018

四川省规上工业企业创新活动效率分析

柳语，刘锦扬

《价值工程》

DOI

2018

基于熵权综合指数法的四川农业现代化发展水平评价

应寿英，刘锦扬

《农村经济与科技》

2018

用户用电满意度测算方法体系的构建

冉莉君，刘锦扬

《现代经济信息》

2017

丘陵区农户土地流转意愿影响因素实证分析

范乔希，刘锦扬，应寿英

《农村经济》

2017

四川省旅游业对税收的贡献

许瑞，刘锦扬

《今日财富》

2017

构建大旅游统计体系

朱胜，刘锦扬

《中国统计》

2017

R&D投入规模及结构对经济增长的影响

应寿英，刘锦扬

《今日财富(中旬刊)》

2017

基于波动门限模型的地区统计数据协调性因素研究

刘锦扬，应寿英

《统计与管理》

2014

当前抽样调查工作存在的几个问题及解决途径

朱胜，刘锦扬，成美纯

《中国统计》

2013

统计数据准确性及影响因素的调查

朱胜，刘锦扬，成美纯

《绿色科技》

会议论文

2024

Thinking on the Strategy of Improving College Students' Innovation and Entrepreneurship Ability under the Background of Digitalization

Xueyi Wang, Hao Huang, Xuanyu Liu, Jiachen Hao, Jingming Li, Jinyang Liu, Lan Wang

《第三届教育创新与多媒体技术国际学术会议论文集》

DOI

2019

Research on the Decoupling of Economic Development and Energy Consumption in Sichuan Province——Based on Decoupling Elasticity Coefficient and LMDI Model

Qiuzhu Chen, Jinyang Liu, Sheng Zhu

Proceedings of 4th International Conference on Humanities Science,Management and Education Technology(HSMET 2019)(Advances in Social Science, Education and Humanities Research,VOL.334)

DOI

2018

Construction and Application of Evaluation Index System of Circular Economy in Sichuan Province

Jinyang Liu, Yamin Wang, Sheng Zhu, Lijun Ran

Proceedings of 2018 International Conference on Humanities Education and Social Sciences(ICHESS 2018)

2018

The Construction of Chengdu New Economic Index and the Measurement of Industrial Development

Lijun Ran, Jinyang Liu, Sheng Zhu

Proceedings of 2018 International Conference on Humanities Education and Social Sciences(ICHESS 2018)

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