Zeyi Wen

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Bingsheng He, 何丙胜Professor, Department of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
Qinbin LiSchool of Computing, National University of SingaporeVerified email at comp.nus.edu.sg
Rui Zhanghttps://ruizhang.info/Verified email at sz.tsinghua.edu.cn
Jiashuai ShiSouth China University of TechnologyVerified email at mail.scut.edu.cn
Jianzhong QiSchool of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Zhaomin WuPh.D. candidate at NUSVerified email at comp.nus.edu.sg
Zhen HeAssociate Professor, La Trobe UniversityVerified email at latrobe.edu.au
Kerry TaylorProfessor of Computer Science, Australian National UniversityVerified email at acm.org
Jin HuangGoogleVerified email at google.com
Chen YawenSouth China University of TechnologyVerified email at mail.scut.edu.cn
Hongzhi Wang (王宏志)Harbin Intitute of TechnologyVerified email at hit.edu.cn
Andy Yuan Xue (薛原)Verified email at unimelb.edu.au
Shengliang LuNational University of SingaporeVerified email at nus.edu.sg
Jiantong JiangThe University of Western AustraliaVerified email at research.uwa.edu.au
Bin LiSouth China University of TechnologyVerified email at mail.scut.edu.cn
Dong DengRutgers UniversityVerified email at rutgers.edu
Zhenghua Xu (许铮铧)Hebei University of Technology, China & University of Oxford, UKVerified email at cs.ox.ac.uk
Ajmal Saeed MianProfessor at The University of Western AustraliaVerified email at uwa.edu.au
Mingyu LiangCornell UniversityVerified email at cornell.edu
Zeke WangZhejiang UniversityVerified email at zju.edu.cn

Zeyi Wen

Assistant Professor at HKUST(Guangzhou)

Verified email at ust.hk - Homepage

Machine Learning Systems High-Performance Computing Data Mining


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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	364	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	161	2018
Practical Federated Gradient Boosting Decision Trees Q Li, Z Wen, B He AAAI Conference on Artificial Intelligence (AAAI), 2020	108	2020
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	67	2011
Privacy-Preserving Gradient Boosting Decision Trees Q Li, Z Wu, Z Wen, B He AAAI Conference on Artificial Intelligence (AAAI), 2020	41	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	40	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	34	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	31	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	25	2015
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
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	18	2020
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	18	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	17	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	16	2014
An Efficient Method for Min-dist Location Selection J Qi, Z Xu, Y Xue, Z Wen Australasian Database Conference, 2012	14*	2012
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	11	2015
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	10	2019
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	10	2018
Scalable and fast SVM regression using modern hardware Z Wen, R Zhang, K Ramamohanarao, L Yang World Wide Web 21, 261-287, 2018	10	2018
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	10	2018

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