Zeyan Li

According to our database, Zeyan Li authored at least 34 papers between 2016 and 2026.

Collaborative distances:

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

2026

KairosVL: Orchestrating Time Series and Semantics for Unified Reasoning.

Haotian Si, Changhua Pei, Xiao He, Zeyan Li, Zhe Xie, Zexin Wang, Jiyao Hu, Zhaoyang Yu, Tieying Zhang, Dan Pei, Jianhui Li, Gaogang Xie

CoRR, February, 2026

2025

Information Physics of Intelligence: Unifying Logical Depth and Entropy under Thermodynamic Constraints.

Jianfeng Xu, Zeyan Li

CoRR, November, 2025

Does Scaling Law Apply in Time Series Forecasting?

Zeyan Li, Libing Chen, Yin Tang

CoRR, May, 2025

ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning.

Zhe Xie, Zeyan Li, Xiao He, Longlong Xu, Xidao Wen, Tieying Zhang, Jianjun Chen, Rui Shi, Dan Pei

Proc. VLDB Endow., April, 2025

Behavior-Enhanced Representation Learning for User Behavior Analysis.

Zeyan Li, Shengda Zhuo, Jinchun He, Wangjie Qiu, Zhiming Zheng, Min Chen, Yin Tang

IEEE Trans. Inf. Forensics Secur., 2025

Unveiling Blockchain Transactions Insights: Behavioral Anomaly Detection via Relational Mechanisms.

Zeyan Li, Shengda Zhuo, Yichen Shi, Jiadong Huang, Jinchun He, Wangjie Qiu, Zhiming Zheng, Shuqiang Huang, Min Chen, Yin Tang

IEEE Internet Things J., 2025

Multi-scale embedding with guided attention for medical image analysis.

Zeyan Li, Yifei Peng, Yizun Lin

Eng. Appl. Artif. Intell., 2025

Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis.

Changhua Pei, Zexin Wang, Fengrui Liu, Zeyan Li, Yang Liu, Xiao He, Rong Kang, Tieying Zhang, Jianjun Chen, Jianhui Li, Gaogang Xie, Dan Pei

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

Adaptive and Efficient Log Parsing as a Cloud Service.

Zeyan Li, Jie Song, Tieying Zhang, Tao Yang, Xiongjun Ou, Yingjie Ye, Pengfei Duan, Muchen Lin, Jianjun Chen

Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025

Modal Symbiosis: Variational Alignment Unveils New Horizons in Multimodal Representation Learning.

Zeyan Li, Cankun Guo, Yin Tang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Structure Trumps Size: Rethinking Data Quality for LLM Reasoning.

Hu Xu, Zeyan Li, Rui Wang, Jianfeng Xu

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

2024

Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph.

Lei Tao, Xianglin Lu, Shenglin Zhang, Jiaqi Luan, Yingke Li, Mingjie Li, Zeyan Li, Qingyang Yu, Hucheng Xie, Ruijie Xu, Chenyuan Hu, Canqun Yang, Dan Pei

IEEE Trans. Serv. Comput., 2024

A survey on intelligent management of alerts and incidents in IT services.

Qingyang Yu, Nengwen Zhao, Mingjie Li, Zeyan Li, Honglin Wang, Wenchi Zhang, Kaixin Sui, Dan Pei

J. Netw. Comput. Appl., 2024

SparseRCA: Unsupervised Root Cause Analysis in Sparse Microservice Testing Traces.

Zhenhe Yao, Haowei Ye, Changhua Pei, Guang Cheng, Guangpei Wang, Zhiwei Liu, Hongwei Chen, Hang Cui, Zeyan Li, Jianhui Li, Gaogang Xie, Dan Pei

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

2023

Generic and robust root cause localization for multi-dimensional data in online service systems.

Zeyan Li, Junjie Chen, Yihao Chen, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang, Dan Pei

J. Syst. Softw., September, 2023

CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data.

Qingyang Yu, Changhua Pei, Bowen Hao, Mingjie Li, Zeyan Li, Shenglin Zhang, Xianglin Lu, Rui Wang, Jiaqi Li, Zhenyu Wu, Dan Pei

Proceedings of the ACM Web Conference 2023, 2023

2022

Constructing Large-Scale Real-World Benchmark Datasets for AIOps.

Zeyan Li, Nengwen Zhao, Shenglin Zhang, Yongqian Sun, Pengfei Chen, Xidao Wen, Minghua Ma, Dan Pei

CoRR, 2022

Actionable and Interpretable Fault Localization for Recurring Failures in Online Service Systems.

Zeyan Li, Nengwen Zhao, Mingjie Li, Xianglin Lu, Lixin Wang, Dongdong Chang, Xiaohui Nie, Li Cao, Wenzhi Zhang, Kaixin Sui, Yanhua Wang, Xu Du, Guoqiang Duan, Dan Pei

CoRR, 2022

GenAD: General Representations of Multivariate Time Seriesfor Anomaly Detection.

Xiaolei Hua, Lin Zhu, Shenglin Zhang, Zeyan Li, Su Wang, Dong Zhou, Shuo Wang, Chao Deng

CoRR, 2022

Actionable and interpretable fault localization for recurring failures in online service systems.

Zeyan Li, Nengwen Zhao, Mingjie Li, Xianglin Lu, Lixin Wang, Dongdong Chang, Xiaohui Nie, Li Cao, Wenchi Zhang, Kaixin Sui, Yanhua Wang, Xu Du, Guoqiang Duan, Dan Pei

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition.

Mingjie Li, Zeyan Li, Kanglin Yin, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Generic and Robust Performance Diagnosis via Causal Inference for OLTP Database Systems.

Xianglin Lu, Zhe Xie, Zeyan Li, Mingjie Li, Xiaohui Nie, Nengwen Zhao, Qingyang Yu, Shenglin Zhang, Kaixin Sui, Lin Zhu, Dan Pei

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021

An empirical investigation of practical log anomaly detection for online service systems.

Nengwen Zhao, Honglin Wang, Zeyan Li, Xiao Peng, Gang Wang, Zhu Pan, Yong Wu, Zhen Feng, Xidao Wen, Wenchi Zhang, Kaixin Sui, Dan Pei

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Practical Root Cause Localization for Microservice Systems via Trace Analysis.

Zeyan Li, Junjie Chen, Rui Jiao, Nengwen Zhao, Zhijun Wang, Shuwei Zhang, Yanjun Wu, Long Jiang, Leiqin Yan, Zikai Wang, Zhekang Chen, Wenchi Zhang, Xiaohui Nie, Kaixin Sui, Dan Pei

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Cerebral Perfusion of Multiple-Network Poroelastic Model by Integrating Fractional Anisotropy.

Zeyan Li, Duanduan Chen, Liwei Guo

Proceedings of the AIAM 2021: 3rd International Conference on Artificial Intelligence and Advanced Manufacture, Manchester, United Kingdom, October 23, 2021

2020

Integrated Control-Fluidic Codesign Methodology for Paper-Based Digital Microfluidic Biochips.

Qin Wang, Ulf Schlichtmann, Yici Cai, Weiqing Ji, Zeyan Li, Haena Cheong, Oh-Sun Kwon, Hailong Yao, Tsung-Yi Ho, Kwanwoo Shin, Bing Li

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks.

Ruming Tang, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Tao Wei, Yanfei Xu, Yan Liu

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

On the Validation of a Multiple-Network Poroelastic Model Using Arterial Spin Labeling MRI Data.

Liwei Guo, Zeyan Li, Jinhao Lyu, Yuqian Mei, John C. Vardakis, Duanduan Chen, Cong Han, Xin Lou, Yiannis Ventikos

Frontiers Comput. Neurosci., 2019

Generic and Robust Localization of Multi-dimensional Root Causes.

Zeyan Li, Dan Pei, Chengyang Luo, Yiwei Zhao, Yongqian Sun, Kaixin Sui, Xiping Wang, Dapeng Liu, Xing Jin, Qi Wang

Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Unsupervised Anomaly Detection for Intricate KPIs via Adversarial Training of VAE.

Wenxiao Chen, Haowen Xu, Zeyan Li, Dan Pei, Jie Chen, Honglin Qiao, Yang Feng, Zhaogang Wang

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications.

Haowen Xu, Wenxiao Chen, Nengwen Zhao, Zeyan Li, Jiahao Bu, Zhihan Li, Ying Liu, Youjian Zhao, Dan Pei, Yang Feng, Jie Chen, Zhaogang Wang, Honglin Qiao

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

The Frame Latency of Personalized Livestreaming Can Be Significantly Slowed Down by WiFi.

Guoshun Nan, Xiuquan Qiao, Jiting Wang, Zeyan Li, Jiahao Bu, Changhua Pei, Mengyu Zhou, Dan Pei

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

Robust and Unsupervised KPI Anomaly Detection Based on Conditional Variational Autoencoder.

Zeyan Li, Wenxiao Chen, Dan Pei

Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

2016

Control-fluidic CoDesign for paper-based digital microfluidic biochips.

Qin Wang, Zeyan Li, Haena Cheong, Oh-Sun Kwon, Hailong Yao, Tsung-Yi Ho, Kwanwoo Shin, Bing Li, Ulf Schlichtmann, Yici Cai

Proceedings of the 35th International Conference on Computer-Aided Design, 2016