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ORCIDBenyu Zhang
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- affiliation: Microsoft Research
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2020 – today
- 2023
[j19]Wenju Xu, Baocang Wang, Yupu Hu, Pu Duan, Benyu Zhang, Momeng Liu:
Multi-key Fully Homomorphic Encryption from Additive Homomorphism. Comput. J. 66(1): 197-207 (2023)- [c40]Junming Ma, Yancheng Zheng, Jun Feng, Derun Zhao, Haoqi Wu, Wenjing Fang, Jin Tan, Chaofan Yu, Benyu Zhang, Lei Wang:
SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning. USENIX ATC 2023: 17-33 - 2022
- [j18]Yange Chen, Qingqing Zhao, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang
:
Verifiable privacy-preserving association rule mining using distributed decryption mechanism on the cloud. Expert Syst. Appl. 201: 117086 (2022) - [j17]Furong Li, Yange Chen, Pu Duan, Benyu Zhang, Zhiyong Hong, Yupu Hu, Baocang Wang:
Privacy-preserving convolutional neural network prediction with low latency and lightweight users. Int. J. Intell. Syst. 37(1): 568-595 (2022) - [j16]Yange Chen, SuYu He, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong, Yuan Ping:
Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT. IEEE Internet Things J. 9(21): 21958-21970 (2022) - [j15]Yu Zhan, Danfeng Shen, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang:
MDOPE: Efficient multi-dimensional data order preserving encryption scheme. Inf. Sci. 595: 334-343 (2022) - [j14]Xiaoying Shen, Baocang Wang, Licheng Wang, Pu Duan, Benyu Zhang:
Group public key encryption supporting equality test without bilinear pairings. Inf. Sci. 605: 202-224 (2022) - [j13]Songyang Wu, Wenju Xu, Zhiyong Hong, Pu Duan, Benyu Zhang, Yupu Hu, Baocang Wang:
Updatable privacy-preserving itK-nearest neighbor query in location-based s-ervice. Peer-to-Peer Netw. Appl. 15(2): 1076-1089 (2022) - [j12]Qinyu Mao, Yange Chen, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang:
Privacy-Preserving Classification Scheme Based on Support Vector Machine. IEEE Syst. J. 16(4): 5906-5916 (2022) - [j11]Yange Chen, Qinyu Mao, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong:
Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis. IEEE J. Biomed. Health Informatics 26(7): 3342-3353 (2022) - [j10]Yu Zhan, Liguo Zhou, Baocang Wang, Pu Duan, Benyu Zhang:
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid. IEEE Trans. Parallel Distributed Syst. 33(12): 3430-3441 (2022) - 2021
- [j9]Zhiyong Hong, Zhili Zhang, Pu Duan, Benyu Zhang, Baocang Wang, Wen Gao, Zhen Zhao:
Secure Privacy-Preserving Association Rule Mining With Single Cloud Server. IEEE Access 9: 165090-165102 (2021) - [j8]Longfei Zheng, Jun Zhou, Chaochao Chen, Bingzhe Wu, Li Wang, Benyu Zhang:
ASFGNN: Automated separated-federated graph neural network. Peer-to-Peer Netw. Appl. 14(3): 1692-1704 (2021) - [c39]Wenjing Fang, Derun Zhao, Jin Tan, Chaochao Chen, Chaofan Yu, Li Wang, Lei Wang, Jun Zhou, Benyu Zhang:
Large-scale Secure XGB for Vertical Federated Learning. CIKM 2021: 443-452 - [i2]Yan Shen, Jian Du, Hao Zhang, Benyu Zhang, Zhanghexuan Ji, Mingchen Gao:
FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation. CoRR abs/2110.08477 (2021) - 2020
- [c38]Benyu Zhang, Matei Zaharia, Shouling Ji, Raluca Ada Popa, Guofei Gu:
PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice. CCS 2020: 2139-2140 - [c37]Cen Chen, Bingzhe Wu, Li Wang, Chaochao Chen, Jin Tan, Lei Wang, Jun Zhou, Benyu Zhang:
Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial. CIKM 2020: 3369-3372 - [e1]Benyu Zhang, Raluca Ada Popa, Matei Zaharia, Guofei Gu, Shouling Ji:
PPMLP'20: Proceedings of the 2020 Workshop on Privacy-Preserving Machine Learning in Practice, Virtual Event, USA, November, 2020. ACM 2020, ISBN 978-1-4503-8088-1 [contents] - [i1]Longfei Zheng, Jun Zhou, Chaochao Chen, Bingzhe Wu, Li Wang, Benyu Zhang:
ASFGNN: Automated Separated-Federated Graph Neural Network. CoRR abs/2011.03248 (2020)
2010 – 2019
- 2018
- [r6]Haoda Huang, Benyu Zhang:
Text Indexing and Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018 - [r5]Haoda Huang, Benyu Zhang:
Text Segmentation. Encyclopedia of Database Systems (2nd ed.) 2018 - [r4]Haoda Huang, Benyu Zhang:
Text Visualization. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [c36]Benyu Zhang, Huiping Jiang, Linshan Dong:
Classification of EEG signal by WT-CNN model in emotion recognition system. IEEE ICCI*CC 2017: 109-114
2000 – 2009
- 2009
- [r3]Haoda Huang, Benyu Zhang:
Text Indexing and Retrieval. Encyclopedia of Database Systems 2009: 3055-3058 - [r2]Haoda Huang, Benyu Zhang:
Text Segmentation. Encyclopedia of Database Systems 2009: 3072-3075 - [r1]Haoda Huang, Benyu Zhang:
Text Visualization. Encyclopedia of Database Systems 2009: 3083-3085 - 2007
- [j7]Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin:
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 40-51 (2007) - [j6]Shuicheng Yan, Yuxiao Hu, Dong Xu, Hong-Jiang Zhang, Benyu Zhang, QianSheng Cheng:
Nonlinear Discriminant Analysis on Embedded Manifold. IEEE Trans. Circuits Syst. Video Technol. 17(4): 468-477 (2007) - [c35]Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang:
Document Transformation for Multi-label Feature Selection in Text Categorization. ICDM 2007: 451-456 - [c34]Yabo Xu, Ke Wang, Benyu Zhang, Zheng Chen:
Privacy-enhancing personalized web search. WWW 2007: 591-600 - [c33]Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen:
Causal relation of queries from temporal logs. WWW 2007: 1141-1142 - [c32]Xin Li, Jun Yan, Zhi-Hong Deng, Lei Ji, Weiguo Fan, Benyu Zhang, Zheng Chen:
A novel clustering-based RSS aggregator. WWW 2007: 1309-1310 - 2006
- [j5]Jun Yan, Ning Liu, Qiang Yang, Benyu Zhang, QianSheng Cheng, Zheng Chen:
Mining Adaptive Ratio Rules from Distributed Data Sources. Data Min. Knowl. Discov. 12(2-3): 249-273 (2006) - [j4]Jun Yan, Benyu Zhang, Shuicheng Yan, Ning Liu, Qiang Yang, QianSheng Cheng, Hua Li, Zheng Chen, Wei-Ying Ma:
A scalable supervised algorithm for dimensionality reduction on streaming data. Inf. Sci. 176(14): 2042-2065 (2006) - [j3]Jun Yan, Benyu Zhang, Ning Liu, Shuicheng Yan, QianSheng Cheng, Weiguo Fan, Qiang Yang, Wensi Xi, Zheng Chen:
Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. IEEE Trans. Knowl. Data Eng. 18(2): 320-333 (2006) - [j2]Shen Huang, Yong Yu, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Wei-Ying Ma:
TSSP: Multi-features based reinforcement algorithm to find related papers. Web Intell. Agent Syst. 4(3): 271-287 (2006) - [c31]Ning Liu, Shuzhen Nong, Jun Yan, Benyu Zhang, Zheng Chen, Ying Li:
Similarity of Temporal Query Logs Based on ARIMA Model. ICDM Workshops 2006: 366-370 - [c30]Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen:
A Novel Scalable Algorithm for Supervised Subspace Learning. ICDM 2006: 721-730 - [c29]Jilin Chen, Jun Yan, Benyu Zhang, Qiang Yang, Zheng Chen:
Diverse Topic Phrase Extraction through Latent Semantic Analysis. ICDM 2006: 834-838 - [c28]Hua Li, Dou Shen, Benyu Zhang, Zheng Chen, Qiang Yang:
Adding Semantics to Email Clustering. ICDM 2006: 938-942 - [c27]Ning Liu, Shuzhen Nong, Jun Yan, Benyu Zhang, Zheng Chen, Ying Li:
Similarity of Temporal Query Logs Based on ARIMA Model. ICDM 2006: 975-979 - 2005
- [j1]Chenyong Hu, Benyu Zhang, Yongji Wang, Shuicheng Yan, Zheng Chen, Qing Wang, Qiang Yang:
Learning quantifiable associations via principal sparse non-negative matrix factorization. Intell. Data Anal. 9(6): 603-620 (2005) - [c26]Jun Yan, QianSheng Cheng, Qiang Yang, Benyu Zhang:
An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. APWeb 2005: 52-63 - [c25]Ning Liu, Jun Yan, Fengshan Bai, Benyu Zhang, Wensi Xi, Weiguo Fan, Zheng Chen, Lei Ji, Chenyong Hu, Wei-Ying Ma:
A Similarity Reinforcement Algorithm for Heterogeneous Web Pages. APWeb 2005: 121-132 - [c24]Chenyong Hu, Yongji Wang, Benyu Zhang, Qiang Yang, Qing Wang, Jinhui Zhou, Ran He, Yun Yan:
Mining Quantitative Associations in Large Database. APWeb 2005: 405-416 - [c23]Ning Liu, Fengshan Bai, Jun Yan, Benyu Zhang, Zheng Chen, Wei-Ying Ma:
Supervised Semi-definite Embedding for Email Data Cleaning and Visualization. APWeb 2005: 972-982 - [c22]Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang, HongJiang Zhang:
Coupled Kernel-Based Subspace Learning. CVPR (1) 2005: 645-650 - [c21]Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang:
Graph Embedding: A General Framework for Dimensionality Reduction. CVPR (2) 2005: 830-837 - [c20]Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zheng Chen, Ying Chen:
Efficient Text Classification by Weighted Proximal SVM. ICDM 2005: 538-545 - [c19]Ning Liu, Benyu Zhang, Jun Yan, Zheng Chen, Wenyin Liu, Fengshan Bai, Leefeng Chien:
Text Representation: From Vector to Tensor. ICDM 2005: 725-728 - [c18]Benyu Zhang, Jun Yan, Ning Liu, QianSheng Cheng, Zheng Chen, Wei-Ying Ma:
Supervised semi-definite embedding for image manifolds. ICME 2005: 592-595 - [c17]Jun Yan, Ning Liu, Benyu Zhang, Shuicheng Yan, Zheng Chen, QianSheng Cheng, Weiguo Fan, Wei-Ying Ma:
OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR 2005: 122-129 - [c16]Wensi Xi, Edward A. Fox, Weiguo Fan, Benyu Zhang, Zheng Chen, Jun Yan, Dong Zhuang:
SimFusion: measuring similarity using unified relationship matrix. SIGIR 2005: 130-137 - [c15]Benyu Zhang, Hua Li, Yi Liu, Lei Ji, Wensi Xi, Weiguo Fan, Zheng Chen, Wei-Ying Ma:
Improving web search results using affinity graph. SIGIR 2005: 504-511 - 2004
- [c14]Yizhou Lu, Xuezheng Liu, Hua Li, Benyu Zhang, Wensi Xi, Zheng Chen, Shuicheng Yan, Wei-Ying Ma:
Efficient PageRank with Same Out-Link Groups. AIRS 2004: 141-152 - [c13]Ning Liu, Benyu Zhang, Jun Yan, Qiang Yang, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma:
Learning similarity measures in non-orthogonal space. CIKM 2004: 334-341 - [c12]Shuicheng Yan, HongJiang Zhang, Yuxiao Hu, Benyu Zhang, QianSheng Cheng:
Discriminant Analysis on Embedded Manifold. ECCV (1) 2004: 121-132 - [c11]Ning Liu, Benyu Zhang, Jun Yan, Wensi Xi, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma:
Online Supervised Learning for Digital Library. ICADL 2004: 683 - [c10]Tao Liu, Zheng Chen, Benyu Zhang, Wei-Ying Ma, Gongyi Wu:
Improving Text Classification using Local Latent Semantic Indexing. ICDM 2004: 162-169 - [c9]Chenyong Hu, Benyu Zhang, Shuicheng Yan, Qiang Yang, Jun Yan, Zheng Chen, Wei-Ying Ma:
Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. ICDM 2004: 407-410 - [c8]Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, Hua Li, Zheng Chen, Wensi Xi, Weiguo Fan, Wei-Ying Ma, QianSheng Cheng:
IMMC: incremental maximum margin criterion. KDD 2004: 725-730 - [c7]Dou Shen, Zheng Chen, Qiang Yang, Hua-Jun Zeng, Benyu Zhang, Yuchang Lu, Wei-Ying Ma:
Web-page classification through summarization. SIGIR 2004: 242-249 - [c6]Shen Huang, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Yong Yu, Wei-Ying Ma:
TSSP: A Reinforcement Algorithm to Find Related Papers. Web Intelligence 2004: 117-123 - [c5]Jian-Tao Sun, Benyu Zhang, Zheng Chen, Yuchang Lu, Chunyi Shi, Wei-Ying Ma:
GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification. Web Intelligence 2004: 299-305 - [c4]Shen Huang, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Yong Yu, Wei-Ying Ma:
Multi-type Features Based Web Document Clustering. WISE 2004: 253-265 - [c3]Yizhou Lu, Benyu Zhang, Wensi Xi, Zheng Chen, Yi Liu, Michael R. Lyu, Wei-Ying Ma:
The powerrank web link analysis algorithm. WWW (Alternate Track Papers & Posters) 2004: 254-255 - [c2]Wensi Xi, Benyu Zhang, Zheng Chen, Yizhou Lu, Shuicheng Yan, Wei-Ying Ma, Edward A. Fox:
Link fusion: a unified link analysis framework for multi-type interrelated data objects. WWW 2004: 319-327 - [c1]Yi Liu, Benyu Zhang, Zheng Chen, Michael R. Lyu, Wei-Ying Ma:
Affinity rank: a new scheme for efficient web search. WWW (Alternate Track Papers & Posters) 2004: 338-339
Coauthor Index
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