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2020 – today
- 2024
[j14]Jian Yang
, Jiantong Jiang, Zeyi Wen, Ajmal Mian:
Parallel and Distributed Bayesian Network Structure Learning. IEEE Trans. Parallel Distributed Syst. 35(4): 517-530 (2024)- [j13]Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian:
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks. IEEE Trans. Parallel Distributed Syst. 35(8): 1444-1455 (2024) - [c32]Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian:
Efficient Hyperparameter Optimization with Adaptive Fidelity Identification. CVPR 2024: 26181-26190 - [c31]Hanfeng Liu, Minping Chen, Zhenya Zheng, Zeyi Wen:
Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis. EMNLP (Findings) 2024: 5897-5906 - [c30]Yile Chen, Zeyi Wen, Jian Chen, Jin Huang:
Enhancing the Performance of Bandit-based Hyperparameter Optimization. ICDE 2024: 967-980 - [c29]Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian:
Fast Inference for Probabilistic Graphical Models. USENIX ATC 2024: 95-110 - [i11]Jiantong Jiang, Zeyi Wen, Peiyu Yang, Atif Bin Mansoor, Ajmal Mian:
Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference. CoRR abs/2405.15605 (2024) - 2023
- [j12]Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Yuan Li, Xu Liu, Bingsheng He:
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection. IEEE Trans. Knowl. Data Eng. 35(4): 3347-3366 (2023) - [j11]Yawen Chen, Zeyi Wen, Bingsheng He, Jian Chen:
Efficient Decomposition Selection for Multi-class Classification. IEEE Trans. Knowl. Data Eng. 35(4): 3751-3764 (2023) - [c28]Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian:
Local Path Integration for Attribution. AAAI 2023: 3173-3180 - [c27]Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia:
A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract). ICDE 2023: 3757-3758 - [c26]Borui Xu, Zeyi Wen, Lifeng Yan, Zhan Zhao, Zekun Yin, Weiguo Liu, Bingsheng He:
Leveraging Data Density and Sparsity for Efficient SVM Training on GPUs. ICDM 2023: 698-707 - [c25]Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Saeed Mian:
Re-calibrating Feature Attributions for Model Interpretation. ICLR 2023 - [c24]Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian:
Fast Parallel Exact Inference on Bayesian Networks. PPoPP 2023: 425-426 - [i10]Tong Yuan, Jian Yang, Zeyi Wen:
Interpretable Traffic Event Analysis with Bayesian Networks. CoRR abs/2310.06713 (2023) - 2022
- [j10]Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia:
A High-Performance Index for Real-Time Matrix Retrieval. IEEE Trans. Knowl. Data Eng. 34(7): 3044-3056 (2022) - [j9]Jiantong Jiang, Zeyi Wen, Ze-ke Wang, Bingsheng He, Jian Chen:
Parallel and Distributed Structured SVM Training. IEEE Trans. Parallel Distributed Syst. 33(5): 1084-1096 (2022) - [c23]Yawen Chen, Yile Chen, Jian Chen, Zeyi Wen, Jin Huang:
Efficient Second-Order Optimization for Neural Networks with Kernel Machines. CIKM 2022: 242-251 - [c22]Peiyu Yang, Zeyi Wen, Ajmal Mian:
Multi-Grained Interpre table Network for Image Recognition. ICPR 2022: 3815-3821 - [c21]Jiantong Jiang, Zeyi Wen, Ajmal Mian:
Fast Parallel Bayesian Network Structure Learning. IPDPS 2022: 617-627 - [i9]Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian:
Fast Parallel Exact Inference on Bayesian Networks: Poster. CoRR abs/2212.04241 (2022) - [i8]Jiantong Jiang, Zeyi Wen, Ajmal Mian:
Fast Parallel Bayesian Network Structure Learning. CoRR abs/2212.04259 (2022) - 2021
- [c20]Hanfeng Liu, Zeyi Wen, Wei Cai:
FastPSO: Towards Efficient Swarm Intelligence Algorithm on GPUs. ICPP 2021: 1:1-1:10 - [c19]Zeyi Wen, Qinbin Li, Bingsheng He, Bin Cui:
Challenges and Opportunities of Building Fast GBDT Systems. IJCAI 2021: 4661-4668 - [c18]Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen:
Enhancing SVMs with Problem Context Aware Pipeline. KDD 2021: 1821-1829 - 2020
- [j8]Zeyi Wen, Hanfeng Liu, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen:
ThunderGBM: Fast GBDTs and Random Forests on GPUs. J. Mach. Learn. Res. 21: 108:1-108:5 (2020) - [j7]Qinbin Li, Zeyi Wen, Bingsheng He:
Adaptive Kernel Value Caching for SVM Training. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2376-2386 (2020) - [c17]Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He:
Privacy-Preserving Gradient Boosting Decision Trees. AAAI 2020: 784-791 - [c16]Qinbin Li, Zeyi Wen, Bingsheng He:
Practical Federated Gradient Boosting Decision Trees. AAAI 2020: 4642-4649 - [c15]Zeyi Wen, Zeyu Huang, Rui Zhang:
Entity Extraction with Knowledge from Web Scale Corpora. ADC 2020: 173-185
2010 – 2019
- 2019
- [j6]Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen:
Efficient Multi-Class Probabilistic SVMs on GPUs. IEEE Trans. Knowl. Data Eng. 31(9): 1693-1706 (2019) - [j5]Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Kotagiri Ramamohanarao, Qinbin Li:
Exploiting GPUs for Efficient Gradient Boosting Decision Tree Training. IEEE Trans. Parallel Distributed Syst. 30(12): 2706-2717 (2019) - [c14]Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri:
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. ICDE 2019: 998-1009 - [c13]Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li:
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time. ICDE 2019: 1960-1963 - [c12]Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen:
Efficient Multi-Class Probabilistic SVMs on GPUs. ICDE 2019: 2119-2120 - [i7]Qinbin Li, Zeyi Wen, Zhaomin Wu, Sixu Hu, Naibo Wang, Xu Liu, Bingsheng He:
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection. CoRR abs/1907.09693 (2019) - [i6]Qinbin Li, Zeyi Wen, Bingsheng He:
Adaptive Kernel Value Caching for SVM Training. CoRR abs/1911.03011 (2019) - [i5]Qinbin Li, Zeyi Wen, Bingsheng He:
Practical Federated Gradient Boosting Decision Trees. CoRR abs/1911.04206 (2019) - [i4]Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He:
Privacy-Preserving Gradient Boosting Decision Trees. CoRR abs/1911.04209 (2019) - [i3]Zeyi Wen, Zeyu Huang, Rui Zhang:
Entity Extraction with Knowledge from Web Scale Corpora. CoRR abs/1911.09373 (2019) - 2018
- [j4]Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen:
ThunderSVM: A Fast SVM Library on GPUs and CPUs. J. Mach. Learn. Res. 19: 21:1-21:5 (2018) - [j3]Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Li Yang:
Scalable and fast SVM regression using modern hardware. World Wide Web 21(2): 261-287 (2018) - [c11]Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang:
Selecting Proper Multi-Class SVM Training Methods. AAAI 2018: 8061-8062 - [c10]Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen:
Efficient Support Vector Machine Training Algorithm on GPUs. AAAI 2018: 8157-8158 - [c9]Zeyi Wen, Xingyang Liu, Hongjian Cao, Bingsheng He:
RTSI: An Index Structure for Multi-Modal Real-Time Search on Live Audio Streaming Services. ICDE 2018: 1495-1506 - [c8]Zeyi Wen, Bingsheng He, Ramamohanarao Kotagiri, Shengliang Lu, Jiashuai Shi:
Efficient Gradient Boosted Decision Tree Training on GPUs. IPDPS 2018: 234-243 - 2017
- [c7]Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang:
Improving Efficiency of SVM k-Fold Cross-Validation by Alpha Seeding. AAAI 2017: 2768-2774 - [i2]Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao:
A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity. CoRR abs/1702.03519 (2017) - 2016
- [i1]Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang:
Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding. CoRR abs/1611.07659 (2016) - 2015
- [b1]Zeyi Wen:
Highly scalable and effective algorithms for training support vector machines. University of Melbourne, Australia, 2015 - [j2]Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang:
Analysis and evaluation of the top-k most influential location selection query. Knowl. Inf. Syst. 43(1): 181-217 (2015) - [j1]Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi Wen, Dan Wu:
Indexable online time series segmentation with error bound guarantee. World Wide Web 18(2): 359-401 (2015) - [c6]Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen:
The safest path via safe zones. ICDE 2015: 531-542 - 2014
- [c5]Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi:
Efficient Subgraph Matching Using GPUs. ADC 2014: 74-85 - [c4]Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao:
Enabling Precision/Recall Preferences for Semi-supervised SVM Training. CIKM 2014: 421-430 - [c3]Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Jianzhong Qi, Kerry L. Taylor:
MASCOT: Fast and Highly Scalable SVM Cross-Validation Using GPUs and SSDs. ICDM 2014: 580-589 - 2012
- [c2]Jianzhong Qi, Zhenghua Xu, Yuan Xue, Zeyi Wen:
A Branch and Bound Method for Min-dist Location Selection Queries. ADC 2012: 51-60 - 2011
- [c1]Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He:
Top-k most influential locations selection. CIKM 2011: 2377-2380
Coauthor Index
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last updated on 2024-11-15 19:34 CET by the dblp team
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