| 2024 | ISSRE | Multivariate Time Series Anomaly Detection based on Pre-trained Models with Dual-Attention Mechanism. | Yongqian Sun, Yang Guo, Minghan Liang, Xidao Wen, Junhua Kuang, Shenglin Zhang, Hongbo Li, Kaixu Xia, Dan Pei |
| 2024 | IWQoS | Guardian of the Resiliency: Detecting Erroneous Software Changes Before They Make Your Microservice System Less Fault-Resilient. | Guanglei He, Xiaohui Nie, Ruming Tang, Kun Wang, Zhaoyang Yu, Xidao Wen, Kanglin Yin, Dan Pei |
| 2024 | KDD | Pre-trained KPI Anomaly Detection Model Through Disentangled Transformer. | Zhaoyang Yu, Changhua Pei, Xin Wang, Minghua Ma, Chetan Bansal, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei |
| 2024 | WWW | Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. | Zhaoyang Yu, Shenglin Zhang, Mingze Sun, Yingke Li, Yankai Zhao, Xiaolei Hua, Lin Zhu, Xidao Wen, Dan Pei |
| 2023 | ISSRE | AutoKAD: Empowering KPI Anomaly Detection with Label-Free Deployment. | Zhaoyang Yu, Changhua Pei, Shenglin Zhang, Xidao Wen, Jianhui Li, Gaogang Xie, Dan Pei |
| 2022 | DEXA | Mining Fluctuation Propagation Graph Among Time Series with Active Learning. | Mingjie Li, Minghua Ma, Xiaohui Nie, Kanglin Yin, Li Cao, Xidao Wen, Zhiyun Yuan, Duogang Wu, Guoying Li, Wei Liu, Xin Yang, Dan Pei |
| 2022 | ISSRE | Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data. | Xuanrun Wang, Kanglin Yin, Qianyu Ouyang, Xidao Wen, Shenglin Zhang, Wenchi Zhang, Li Cao, Jiuxue Han, Xing Jin, Dan Pei |
| 2021 | ISSRE | Identifying Root-Cause Metrics for Incident Diagnosis in Online Service Systems. | Canhua Wu, Nengwen Zhao, Lixin Wang, Xiaoqin Yang, Shining Li, Ming Zhang, Xing Jin, Xidao Wen, Xiaohui Nie, Wenchi Zhang, Kaixin Sui, Dan Pei |
| 2021 | KDD | Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding. | Zhihan Li, Youjian Zhao, Jiaqi Han, Ya Su, Rui Jiao, Xidao Wen, Dan Pei |
| 2019 | WWW | Real-Time Streaming Graph Embedding Through Local Actions. | Xi Liu, Ping-Chun Hsieh, Nick Duffield, Rui Chen, Muhe Xie, Xidao Wen |
| 2019 | WWW | Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses. | Xidao Wen, Yu-Ru Lin, Xi Liu, Peter Brusilovsky, Jordan Barria-Pineda |
| 2018 | ICDM | A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games. | Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, Nick Duffield, Na Wang |
| 2017 | CIKM | Anomaly Detection in Dynamic Networks using Multi-view Time-Series Hypersphere Learning. | Xian Teng, Yu-Ru Lin, Xidao Wen |
| 2016 | CIKM | PairFac: Event Analytics through Discriminant Tensor Factorization. | Xidao Wen, Yu-Ru Lin, Konstantinos Pelechrinis |
| 2014 | CSCW | How groups of people interact with each other on Twitter during academic conferences. | Xidao Wen, Denis Parra, Christoph Trattner |
| 2014 | WWW | Who will trade with whom?: predicting buyer-seller interactions in online trading platforms through social networks. | Christoph Trattner, Denis Parra, Lukas Eberhard, Xidao Wen |