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Zeyi Wen
Zeyi Wen
Assistant Professor at HKUST(Guangzhou)
Geverifieerd e-mailadres voor ust.hk - Homepage
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A survey on federated learning systems: vision, hype and reality for data privacy and protection
Q Li, Z Wen, Z Wu, S Hu, N Wang, Y Li, X Liu, B He
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019
272*2019
ThunderSVM: A fast SVM library on GPUs and CPUs
Z Wen, J Shi, Q Li, B He, J Chen
Journal of Machine Learning Research (JMLR) 19, 797-801, 2018
1572018
Practical Federated Gradient Boosting Decision Trees
Q Li, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
852020
Top- Most Influential Location Selection
J Huang, Z Wen, J Qi, R Zhang, J Chen, Z He
ACM International Conference on Information and Knowledge Management (CIKM), 2011
672011
Efficient Gradient Boosted Decision Tree Training on GPUs
Z Wen, B He, K Ramamohanarao, S Lu, J Shi
International Parallel and Distributed Processing Symposium (IPDPS), 234-243, 2018
392018
Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training
Z Wen, J Shi, B He, J Chen, K Ramamohanarao, Q Li
IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019
342019
Privacy-Preserving Gradient Boosting Decision Trees
Q Li, Z Wu, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
322020
The safest path via safe zones
S Aljubayrin, J Qi, CS Jensen, R Zhang, Z He, Z Wen
2015 IEEE 31st International Conference on Data Engineering (ICDE), 531-542, 2015
262015
Indexable online time series segmentation with error bound guarantee
J Qi, R Zhang, K Ramamohanarao, H Wang, Z Wen, D Wu
World Wide Web 18 (2), 359-401, 2015
252015
MASCOT: Fast and Highly Scalable SVM Cross-validation using GPUs and SSDs
Z Wen, R Zhang, K Ramamohanarao, J Qi, K Taylor
IEEE International Conference on Data Mining (ICDM), 580-589, 2014
222014
Improving Efficiency of SVM -Fold Cross-Validation by Alpha Seeding.
Z Wen, B Li, K Ramamohanarao, J Chen, Y Chen, R Zhang
AAAI Conference on Artificial Intelligence (AAAI), 2768-2774, 2017
162017
ThunderGBM: Fast GBDTs and Random Forests on GPUs
Z Wen, H Liu, J Shi, B He, Q Li, J Chen
Journal of Machine Learning Research (JMLR) 21 (108), 2020
152020
Efficient subgraph matching using gpus
X Lin, R Zhang, Z Wen, H Wang, J Qi
Australasian Database Conference, 74-85, 2014
152014
An Efficient Method for Min-dist Location Selection
J Qi, Z Xu, Y Xue, Z Wen
Australasian Database Conference, 2012
15*2012
A Survey on Federated Learning Systems: Vision
Q Li, Z Wen, Z Wu, S Hu, N Wang, B He
Hype and Reality for Data Privacy and Protection, 2019
112019
Adaptive kernel value caching for SVM training
Q Li, Z Wen, B He
IEEE transactions on neural networks and learning systems 31 (7), 2376-2386, 2019
102019
Analysis and evaluation of the top- most influential location selection query
J Chen, J Huang, Z Wen, Z He, K Taylor, R Zhang
Knowledge and Information Systems (KAIS) 43 (1), 181-217, 2015
102015
Efficient Multi-Class Probabilistic SVMs on GPUs
Z Wen, J Shi, B He, J Chen, Y Chen
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018
92018
Scalable and fast SVM regression using modern hardware
Z Wen, R Zhang, K Ramamohanarao, L Yang
World Wide Web 21 (2), 261-287, 2018
92018
RTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services
Z Wen, X Liu, H Cao, B He
IEEE International Conference on Data Engineering (ICDE), 1495-1506, 2018
92018
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Artikelen 1–20