| 2026 | ACL | Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency. | Ya Su, Hu Zhang, Dan Qiao, Yujie Wang, Yunxiao Zhao, Yue Fan, Shike Li, Ru Li, Hongye Tan |
| 2025 | COLING | Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations. | Ya Su, Hu Zhang, Guangjun Zhang, Yujie Wang, Yue Fan, Ru Li, Yuanlong Wang |
| 2025 | EMNLP | Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification. | Ya Su, Hu Zhang, Yue Fan, Guangjun Zhang, Yujie Wang, Ru Li, Hongye Tan |
| 2023 | KDD | 3D-IDS: Doubly Disentangled Dynamic Intrusion Detection. | Chenyang Qiu, Yingsheng Geng, Junrui Lu, Kaida Chen, Shitong Zhu, Ya Su, Guoshun Nan, Can Zhang, Junsong Fu, Qimei Cui, Xiaofeng Tao |
| 2022 | CSCWD | Prediction of the impact of intervention methods on the epidemic of novel coronavirus based on a multi-agent model. | Li-Hu Pan, Ya Su, Huimin Yan |
| 2022 | WWW | Robust System Instance Clustering for Large-Scale Web Services. | Shenglin Zhang, Dongwen Li, Zhenyu Zhong, Jun Zhu, Minghan Liang, Jiexi Luo, Yongqian Sun, Ya Su, Sibo Xia, Zhongyou Hu, Yuzhi Zhang, Dan Pei, Jiyan Sun, Yinlong Liu |
| 2021 | INFOCOM | CTF: Anomaly Detection in High-Dimensional Time Series with Coarse-to-Fine Model Transfer. | Ming Sun, Ya Su, Shenglin Zhang, Yuanpu Cao, Yuqing Liu, Dan Pei, Wenfei Wu, Yongsu Zhang, Xiaozhou Liu, Junliang Tang |
| 2021 | ISSRE | Robust KPI Anomaly Detection for Large-Scale Software Services with Partial Labels. | Shenglin Zhang, Chenyu Zhao, Yicheng Sui, Ya Su, Yongqian Sun, Yuzhi Zhang, Dan Pei, Yizhe Wang |
| 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 | IWQoS | CoFlux: robustly correlating KPIs by fluctuations for service troubleshooting. | Ya Su, Youjian Zhao, Wentao Xia, Rong Liu, Jiahao Bu, Jing Zhu, Yuanpu Cao, Haibin Li, Chenhao Niu, Yiyin Zhang, Zhaogang Wang, Dan Pei |
| 2019 | KDD | Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network. | Ya Su, Youjian Zhao, Chenhao Niu, Rong Liu, Wei Sun, Dan Pei |
| 2018 | ICNC | Position Detection for Badminton Tactical Analysis based on Multi-person Pose Estimation. | Ya Su, Zhe Liu |
| 2017 | ICCCN | How Much Are Your Neighbors Interfering with Your WiFi Delay? | Changhua Pei, Youjian Zhao, Guo Chen, Yuan Meng, Yang Liu, Ya Su, Yaodong Zhang, Ruming Tang, Dan Pei |
| 2015 | ICNC | 3D real-time facial feature points tracking with improved particle filter. | Shaobo Min, Xinyi Wang, Ya Su |
| 2015 | ICONIP | Single-Image Expression Invariant Face Recognition Based on Sparse Representation. | Ya Su, Mengyao Wang |
| 2012 | ICPR | Evaluation of canonical correlation analysis: A Correlation Generation Model. | Ya Su, Shengjin Wang, Yun Fu |
| 2012 | ICPR | Submanifold decomposition. | Ya Su, Shengjin Wang, Yun Fu |
| 2010 | ICASSP | Cross-database age estimation based on transfer learning. | Ya Su, Yun Fu, Qi Tian, Xinbo Gao |
| 2009 | SMC | Texture Representation in AAM using Gabor Wavelet and Local Binary Patterns. | Ya Su, Dacheng Tao, Xuelong Li, Xinbo Gao |
| 2008 | SMC | Gabor-based texture representation in AAMs. | Ya Su, Xinbo Gao, Dacheng Tao, Xuelong Li |