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Zhongfang Zhuang
Zhongfang Zhuang
Visa Research
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Zitiert von
Jahr
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
202022
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
182014
Toward a foundation model for time series data
CCM Yeh, X Dai, H Chen, Y Zheng, Y Fan, A Der, V Lai, Z Zhuang, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
172023
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
152015
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
122020
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
122020
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
122019
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
112022
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
82020
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
72021
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
62022
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
62022
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
52022
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
52019
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
52018
Online multi-horizon transaction metric estimation with multi-modal learning in payment networks
CCM Yeh, Z Zhuang, J Wang, Y Zheng, J Ebrahimi, R Mercer, L Wang, ...
Proceedings of the 30th ACM International Conference on Information …, 2021
42021
Sketching multidimensional time series for fast discord mining
CCM Yeh, Y Zheng, M Pan, H Chen, Z Zhuang, J Wang, L Wang, ...
2023 IEEE International Conference on Big Data (BigData), 443-452, 2023
32023
Ego-network transformer for subsequence classification in time series data
CCM Yeh, H Chen, Y Fan, X Dai, Y Zheng, V Lai, J Wang, Z Zhuang, ...
2023 IEEE International Conference on Big Data (BigData), 1242-1247, 2023
32023
An efficient content-based time series retrieval system
CCM Yeh, H Chen, X Dai, Y Zheng, J Wang, V Lai, Y Fan, A Der, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
32023
Multi-future merchant transaction prediction
CCM Yeh, Z Zhuang, W Zhang, L Wang
Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021
32021
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