| Redoop infrastructure for recurring big data queries C Lei, Z Zhuang, EA Rundensteiner, MY Eltabakh Proceedings of the VLDB Endowment 7 (13), 1589-1592, 2014 | 17 | 2014 |
| Shared execution of recurring workloads in MapReduce C Lei, Z Zhuang, EA Rundensteiner, M Eltabakh Proceedings of the VLDB Endowment 8 (7), 714-725, 2015 | 16 | 2015 |
| Merchant category identification using credit card transactions CCM Yeh, Z Zhuang, Y Zheng, L Wang, J Wang, W Zhang 2020 IEEE International Conference on Big Data (Big Data), 1736-1744, 2020 | 10 | 2020 |
| Attributed sequence embedding Z Zhuang, X Kong, R Elke, J Zouaoui, A Arora 2019 IEEE International Conference on Big Data (Big Data), 1723-1728, 2019 | 9 | 2019 |
| Towards a flexible embedding learning framework CCM Yeh, D Gelda, Z Zhuang, Y Zheng, L Gou, W Zhang 2020 International Conference on Data Mining Workshops (ICDMW), 605-612, 2020 | 8 | 2020 |
| Machine learning systems and methods for attributed sequences Z Zhuang, A Arora, J Zouaoui, X Kong, E Rundensteiner US Patent App. 16/057,025, 2020 | 8 | 2020 |
| Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph CCM Yeh, M Gu, Y Zheng, H Chen, J Ebrahimi, Z Zhuang, J Wang, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 6 | 2022 |
| AMAS: Attention Model for Attributed Sequence Classification Z Zhuang, X Kong, E Rundensteiner Proceedings of the 2019 SIAM International Conference on Data Mining, 109-117, 2019 | 5 | 2019 |
| One-shot learning on attributed sequences Z Zhuang, X Kong, E Rundensteiner, A Arora, J Zouaoui 2018 IEEE International Conference on Big Data (Big Data), 921-930, 2018 | 5 | 2018 |
| Quantized wasserstein procrustes alignment of word embedding spaces PO Aboagye, Y Zheng, M Yeh, J Wang, Z Zhuang, H Chen, L Wang, ... arXiv preprint arXiv:2212.02468, 2022 | 4 | 2022 |
| Error-bounded approximate time series joins using compact dictionary representations of time series CCM Yeh, Y Zheng, J Wang, H Chen, Z Zhuang, W Zhang, E Keogh Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 4 | 2022 |
| Constrained non-affine alignment of embeddings Y Wang, Y Zheng, Y Peng, M Yeh, Z Zhuang, D Mahashweta, B Mangesh, ... 2021 IEEE International Conference on Data Mining (ICDM), 1403-1408, 2021 | 4 | 2021 |
| PerfSig: Extracting performance bug signatures via multi-modality causal analysis J He, Y Lin, X Gu, CCM Yeh, Z Zhuang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 3 | 2022 |
| Multi-stream rnn for merchant transaction prediction Z Zhuang, CCM Yeh, L Wang, W Zhang, J Wang arXiv preprint arXiv:2008.01670, 2020 | 3 | 2020 |
| Interpretable Debiasing of Vectorized Language Representations with Iterative Orthogonalization PO Aboagye, Y Zheng, J Shunn, CCM Yeh, J Wang, Z Zhuang, H Chen, ... The Eleventh International Conference on Learning Representations, 2022 | 2 | 2022 |
| Embedding Compression with Hashing for Efficient Representation Learning in Graph CCM Yeh, M Gu, Y Zheng, H Chen, J Ebrahimi, Z Zhuang, J Wang, ... | 2 | 2021 |
| System, Method, and Computer Program Product for Multivariate Event Prediction Using Multi-Stream Recurrent Neural Networks Z Zhuang, M Yeh, L Wang, W Zhang, W Junpeng US Patent App. 17/148,984, 2021 | 2 | 2021 |
| Multi-future merchant transaction prediction CCM Yeh, Z Zhuang, W Zhang, L Wang Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 2 | 2021 |
| MLAS: Metric learning on attributed sequences Z Zhuang, X Kong, E Rundensteiner, J Zouaoui, A Arora 2020 IEEE International Conference on Big Data (Big Data), 1449-1454, 2020 | 2 | 2020 |
| Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series A Der, CCM Yeh, R Wu, J Wang, Y Zheng, Z Zhuang, L Wang, W Zhang, ... 2022 IEEE International Conference on Knowledge Graph (ICKG), 40-47, 2022 | 1 | 2022 |
Elke RundensteinerThe William Smith Dean's Professor, Computer Science; Founding Head, Data Science Program; WorcesterVerified email at wpi.edu
