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
666 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
196 2018 Practical Federated Gradient Boosting Decision Trees Q Li, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
156 2020 Top- J Huang, Z Wen, J Qi, R Zhang, J Chen, Z He
ACM International Conference on Information and Knowledge Management (CIKM), 2011
71 2011 Privacy-Preserving Gradient Boosting Decision Trees Q Li, Z Wu, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
66 2020 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
45 2018 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
40 2019 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
37 2015 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, 359-401, 2015
26 2015 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
25 2020 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
22 2014 Improving Efficiency of SVM Z Wen, B Li, K Ramamohanarao, J Chen, Y Chen, R Zhang
AAAI Conference on Artificial Intelligence (AAAI), 2768-2774, 2017
20 2017 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
19 2019 Efficient subgraph matching using gpus X Lin, R Zhang, Z Wen, H Wang, J Qi
Databases Theory and Applications: 25th Australasian Database Conference …, 2014
19 2014 An Efficient Method for Min-dist Location Selection J Qi, Z Xu, Y Xue, Z Wen
Australasian Database Conference, 2012
14 * 2012 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
13 2018 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
12 2019 Analysis and evaluation of the top- J Chen, J Huang, Z Wen, Z He, K Taylor, R Zhang
Knowledge and Information Systems (KAIS) 43 (1), 181-217, 2015
12 2015 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
11 2018 An Efficient Entity Extraction Algorithm using Two-Level Edit-Distance Z Wen, D Deng, R Zhang, R Kotagiri
2019 IEEE 35th International Conference on Data Engineering (ICDE), 998-1009, 2019
10 * 2019 
Bingsheng He, 何丙胜Professor, Department of Computer Science, National University of SingaporeGeverifieerd e-mailadres voor comp.nus.edu.sg
