[1]. Quan Zhou, Changhua Pei, Yuanwei Lu, Difeng Ma, Zexin Wang, Jianhui Li, Yibo Zhu, Daxin Jiang, Dan Pei, Jingjing Li, Gaogang Xie. TSLoc: Self-Supervised Faulty Node Localization Framework in Large-scale Training Clusters. KDD 2026（CCF A）.

[2]. Difeng Ma, Changhua Pei, Yuanwei Lu, Quan Zhou, Zexin Wang, Yibo Zhu, Daxin Jiang, Dan Pei, Jingjing Li, Gaogang Xie. Don’t Predict, Prioritize: Rethinking GPU Reliability Assessment. KDD 2026（CCF A）.

[3]. Cenjie Hu, Hang Cui, Zexin Wang, Juncheng Bao, Jingwen Yang, Jingjing Li, Changhua Pei, Dan Pei, Gaogang Xie. TSRBench: Benchmarking Time-Series Retrieval. KDD 2026（CCF A）.

[4]. Hang Cui, Zexin Wang, Changhua Pei, Juncheng Hu, Haotian Si, Quan Zhou, Cenjie Hu, Jingjing Li, Dan Pei, Gaogang Xie. Rethinking Time Series Anomaly Detection from a Dynamic Perspective: Temporal–Frequency–Curvature Fusion. KDD 2026（CCF A）.

[5]. Zexin Wang, Changhua Pei*, Yang Liu, Hengyue Jiang, Quan Zhou, Haotian Si, Hang Cui, Jianhui Li, Gaogang Xie, Jingjing Li, Dan Pei. ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts. WWW 2026（CCF A）.

[6]. Changhua Pei*, Hang Cui, Jingjing Li, Yuxuan Li, Zihan Liu, Liao Xinyuan, Cenjie Hu, Jiabao Wang, Zheyuan Li, Zexin Wang, Haotian Si, Ke Xiang, Gaogang Xie, Dan Pei. Smart Eye: LLM-Guided Proposer–Verifier Framework for Industrial-Scale Log Anomaly Detection. WWW 2026（CCF A）.

[7]. Hang Cui, Jingjing Li, Haotian Si, Quan Zhou, Changhua Pei*, Gaogang Xie, Dan Pei. TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies. ISSRE 2025（CCF B）.

[8]. Xiaohui Nie, Hang Cui, Changhua Pei*, Haotian Si, Ke Xiang, Jingjing Li, Yanbiao Li, Gaogang Xie, Dan Pei. DeST: An Unsupervised Decoupled Spatio-Temporal Framework for Microservice Incident Management. ISSRE 2025（CCF B）.

[9]. Shaoxuan Yun, Yuchao Zhang*, Yingqiang Wang, Changhua Pei, Yi Li, Jingjing Li. Understanding DNS Failures at Scale: Fine-grained Classification and Root Cause Analysis. APNet 2025 / 9th Asia-Pacific Workshop on Networking（CCF C）.

[10]. Haotian Si, Jianhui Li*, Changhua Pei, Hang Cui, Jingwen Yang, Yongqian Sun, Shenglin Zhang, Jingjing Li, Haiming Zhang, Jing Han, Dan Pei, Gaogang Xie. Timeseriesbench: An Industrial-grade Benchmark for Time Series Anomaly Detection Models. ISSRE 2024（CCF B）.

[11]. Yue Wang, Changhua Pei*, Zexin Wang, Yingqiang Wang, Guo Chen, Yuchao Zhang, Yi Li, Jingjing Li, Jianhui Li, Gaogang Xie. ActiveDNS: Is There Room for DNS Optimization Beyond CDNs? LCN 2024（CCF C）.

[12]. Jingjing Li, Jun Li*, Nan Jia, Xunchun Li, Wenzhen Ma, Shanshan Shi. GeoTraPredict: A Machine Learning System of Web Spatio-Temporal Traffic Flow. Neurocomputing 2021（CCF C，期刊）.