Zeyi Wen

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 47

Top Venues

CoRR

ICDE

AAAI

IEEE Trans. Knowl. Data Eng.

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

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) (2024)
Jiantong Jiang, Zeyi Wen, Peiyu Yang, Atif Bin Mansoor, Ajmal Mian
Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference. CoRR (2024)
Yile Chen, Zeyi Wen, Jian Chen, Jin Huang
Enhancing the Performance of Bandit-based Hyperparameter Optimization. ICDE (2024)
Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
Fast Inference for Probabilistic Graphical Models. USENIX ATC (2024)
Jian Yang, Jiantong Jiang, Zeyi Wen, Ajmal Mian
Parallel and Distributed Bayesian Network Structure Learning. IEEE Trans. Parallel Distributed Syst. 35 (4) (2024)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
A High-Performance Index for Real-Time Matrix Retrieval (Extended Abstract). ICDE (2023)
Tong Yuan, Jian Yang, Zeyi Wen
Interpretable Traffic Event Analysis with Bayesian Networks. CoRR (2023)
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) (2023)
Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
Fast Parallel Exact Inference on Bayesian Networks. PPoPP (2023)
Peiyu Yang, Naveed Akhtar, Zeyi Wen, Mubarak Shah, Ajmal Saeed Mian
Re-calibrating Feature Attributions for Model Interpretation. ICLR (2023)
Yawen Chen, Zeyi Wen, Bingsheng He, Jian Chen
Efficient Decomposition Selection for Multi-class Classification. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
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)
Peiyu Yang, Naveed Akhtar, Zeyi Wen, Ajmal Mian
Local Path Integration for Attribution. AAAI (2023)
Peiyu Yang, Zeyi Wen, Ajmal Mian
Multi-Grained Interpre table Network for Image Recognition. ICPR (2022)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia
A High-Performance Index for Real-Time Matrix Retrieval. IEEE Trans. Knowl. Data Eng. 34 (7) (2022)
Yawen Chen, Yile Chen, Jian Chen, Zeyi Wen, Jin Huang
Efficient Second-Order Optimization for Neural Networks with Kernel Machines. CIKM (2022)
Jiantong Jiang, Zeyi Wen, Atif Bin Mansoor, Ajmal Mian
Fast Parallel Exact Inference on Bayesian Networks: Poster. CoRR (2022)
Jiantong Jiang, Zeyi Wen, Ze-ke Wang, Bingsheng He, Jian Chen
Parallel and Distributed Structured SVM Training. IEEE Trans. Parallel Distributed Syst. 33 (5) (2022)
Jiantong Jiang, Zeyi Wen, Ajmal Mian
Fast Parallel Bayesian Network Structure Learning. CoRR (2022)
Jiantong Jiang, Zeyi Wen, Ajmal Mian
Fast Parallel Bayesian Network Structure Learning. IPDPS (2022)
Hanfeng Liu, Zeyi Wen, Wei Cai
FastPSO: Towards Efficient Swarm Intelligence Algorithm on GPUs. ICPP (2021)
Zeyi Wen, Zhishang Zhou, Hanfeng Liu, Bingsheng He, Xia Li, Jian Chen
Enhancing SVMs with Problem Context Aware Pipeline. KDD (2021)
Zeyi Wen, Qinbin Li, Bingsheng He, Bin Cui
Challenges and Opportunities of Building Fast GBDT Systems. IJCAI (2021)
Qinbin Li, Zeyi Wen, Bingsheng He
Practical Federated Gradient Boosting Decision Trees. AAAI (2020)
Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
Privacy-Preserving Gradient Boosting Decision Trees. AAAI (2020)
Qinbin Li, Zeyi Wen, Bingsheng He
Adaptive Kernel Value Caching for SVM Training. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
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 (2020)
Zeyi Wen, Zeyu Huang, Rui Zhang
Entity Extraction with Knowledge from Web Scale Corpora. ADC (2020)
Zeyi Wen, Dong Deng, Rui Zhang, Ramamohanarao Kotagiri
2ED: An Efficient Entity Extraction Algorithm Using Two-Level Edit-Distance. ICDE (2019)
Zeyi Wen, Mingyu Liang, Bingsheng He, Zexin Xia, Bo Li
Aucher: Multi-modal Queries on Live Audio Streams in Real-Time. ICDE (2019)
Qinbin Li, Zhaomin Wu, Zeyi Wen, Bingsheng He
Privacy-Preserving Gradient Boosting Decision Trees. CoRR (2019)
Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
Efficient Multi-Class Probabilistic SVMs on GPUs. IEEE Trans. Knowl. Data Eng. 31 (9) (2019)
Qinbin Li, Zeyi Wen, Bingsheng He
Adaptive Kernel Value Caching for SVM Training. CoRR (2019)
Qinbin Li, Zeyi Wen, Bingsheng He
Practical Federated Gradient Boosting Decision Trees. CoRR (2019)
Zeyi Wen, Zeyu Huang, Rui Zhang
Entity Extraction with Knowledge from Web Scale Corpora. CoRR (2019)
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) (2019)
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 (2019)
Zeyi Wen, Jiashuai Shi, Bingsheng He, Jian Chen, Yawen Chen
Efficient Multi-Class Probabilistic SVMs on GPUs. ICDE (2019)
Zeyi Wen, Jiashuai Shi, Qinbin Li, Bingsheng He, Jian Chen
ThunderSVM: A Fast SVM Library on GPUs and CPUs. J. Mach. Learn. Res. 19 (2018)
Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen
Efficient Support Vector Machine Training Algorithm on GPUs. AAAI (2018)
Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao, Li Yang
Scalable and fast SVM regression using modern hardware. World Wide Web 21 (2) (2018)
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)
Zeyi Wen, Bingsheng He, Ramamohanarao Kotagiri, Shengliang Lu, Jiashuai Shi
Efficient Gradient Boosted Decision Tree Training on GPUs. IPDPS (2018)
Yawen Chen, Zeyi Wen, Jian Chen, Jin Huang
Selecting Proper Multi-Class SVM Training Methods. AAAI (2018)
Zeyi Wen, Bin Li, Kotagiri Ramamohanarao, Jian Chen, Yawen Chen, Rui Zhang
-Fold Cross-Validation by Alpha Seeding. AAAI (2017)
Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao
A Technical Report: Entity Extraction using Both Character-based and Token-based Similarity. CoRR (2017)
Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen Chen, Rui Zhang
Improving Efficiency of SVM k-fold Cross-validation by Alpha Seeding. CoRR (2016)
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) (2015)
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) (2015)
Saad Aljubayrin, Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Zeyi Wen
The safest path via safe zones. ICDE (2015)
Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi
Efficient Subgraph Matching Using GPUs. ADC (2014)
Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao
Enabling Precision/Recall Preferences for Semi-supervised SVM Training. CIKM (2014)
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)
Jianzhong Qi, Zhenghua Xu, Yuan Xue, Zeyi Wen
A Branch and Bound Method for Min-dist Location Selection Queries. ADC (2012)
Jin Huang, Zeyi Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He
Top-k most influential locations selection. CIKM (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zeyi Wen