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
1349 2019 Practical Federated Gradient Boosting Decision Trees Q Li, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
233 2020 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
228 2018 Privacy-Preserving Gradient Boosting Decision Trees Q Li, Z Wu, Z Wen, B He
AAAI Conference on Artificial Intelligence (AAAI), 2020
96 2020 Top- J Huang, Z Wen, J Qi, R Zhang, J Chen, Z He
ACM International Conference on Information and Knowledge Management (CIKM), 2011
75 2011 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
57 2019 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
52 2018 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 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
29 2020 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
27 2015 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
25 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
23 2019 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 Efficient subgraph matching using gpus X Lin, R Zhang, Z Wen, H Wang, J Qi
Databases Theory and Applications: 25th Australasian Database Conference …, 2014
21 2014 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
16 2018 Local Path Integration for Attribution P Yang, N Akhtar, Z Wen, A Mian
The 37th AAAI Conference on Artificial Intelligence (AAAI), 2023
15 2023 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
15 2019 Fast Parallel Bayesian Network Structure Learning J Jiang, Z Wen, A Mian
IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
13 2022 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
13 * 2019 Scalable and fast SVM regression using modern hardware Z Wen, R Zhang, K Ramamohanarao, L Yang
World Wide Web 21, 261-287, 2018
13 2018 
Bingsheng He, 何丙胜Professor, Department of Computer Science, National University of SingaporeAdresse e-mail validée de comp.nus.edu.sg