Benyu Zhang

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 20

Top Topics

Convolutional Neural Network

Machine Learning

Privacy Preserving

Top Venues

Peer-to-Peer Netw. Appl.

Publications

Wenju Xu, Baocang Wang, Yupu Hu, Pu Duan, Benyu Zhang, Momeng Liu
Multi-key Fully Homomorphic Encryption from Additive Homomorphism. Comput. J. 66 (1) (2023)
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 Annual Technical Conference (2023)
Yu Zhan, Danfeng Shen, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang
MDOPE: Efficient multi-dimensional data order preserving encryption scheme. Inf. Sci. 595 (2022)
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) (2022)
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) (2022)
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) (2022)
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 (2022)
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) (2022)
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) (2022)
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) (2022)
Xiaoying Shen, Baocang Wang, Licheng Wang, Pu Duan, Benyu Zhang
Group public key encryption supporting equality test without bilinear pairings. Inf. Sci. 605 (2022)
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)
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) (2021)
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 (2021)
Yange Chen, Baocang Wang, Hang Jiang, Pu Duan, Benyu Zhang, Chengdong Liu, Zhiyong Hong, Yupu Hua
PEPFL: A Framework for a Practical and Efficient Privacy-Preserving Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Yan Shen, Jian Du, Hao Zhang, Benyu Zhang, Zhanghexuan Ji, Mingchen Gao
FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation. CoRR (2021)
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)
Benyu Zhang, Matei Zaharia, Shouling Ji, Raluca Ada Popa, Guofei Gu
PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice. CCS (2020)
Longfei Zheng, Jun Zhou, Chaochao Chen, Bingzhe Wu, Li Wang, Benyu Zhang
ASFGNN: Automated Separated-Federated Graph Neural Network. CoRR (2020)
Benyu Zhang, Huiping Jiang, Linshan Dong
Classification of EEG signal by WT-CNN model in emotion recognition system. IEEE ICCI*CC (2017)
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) (2007)
Xin Li, Jun Yan, Zhi-Hong Deng, Lei Ji, Weiguo Fan, Benyu Zhang, Zheng Chen
A novel clustering-based RSS aggregator. WWW (2007)
Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen
Causal relation of queries from temporal logs. WWW (2007)
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) (2007)
Yabo Xu, Ke Wang, Benyu Zhang, Zheng Chen
Privacy-enhancing personalized web search. WWW (2007)
Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang
Document Transformation for Multi-label Feature Selection in Text Categorization. ICDM (2007)
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) (2006)
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) (2006)
Jilin Chen, Jun Yan, Benyu Zhang, Qiang Yang, Zheng Chen
Diverse Topic Phrase Extraction through Latent Semantic Analysis. ICDM (2006)
Hua Li, Dou Shen, Benyu Zhang, Zheng Chen, Qiang Yang
Adding Semantics to Email Clustering. ICDM (2006)
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) (2006)
Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen
A Novel Scalable Algorithm for Supervised Subspace Learning. ICDM (2006)
Ning Liu, Shuzhen Nong, Jun Yan, Benyu Zhang, Zheng Chen, Ying Li
Similarity of Temporal Query Logs Based on ARIMA Model. ICDM Workshops (2006)
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) (2006)
Ning Liu, Shuzhen Nong, Jun Yan, Benyu Zhang, Zheng Chen, Ying Li
Similarity of Temporal Query Logs Based on ARIMA Model. ICDM (2006)
Benyu Zhang, Jun Yan, Ning Liu, QianSheng Cheng, Zheng Chen, Wei-Ying Ma
Supervised semi-definite embedding for image manifolds. ICME (2005)
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) (2005)
Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang
Graph Embedding: A General Framework for Dimensionality Reduction. CVPR (2) (2005)
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)
Ning Liu, Benyu Zhang, Jun Yan, Zheng Chen, Wenyin Liu, Fengshan Bai, Leefeng Chien
Text Representation: From Vector to Tensor. ICDM (2005)
Wensi Xi, Edward A. Fox, Weiguo Fan, Benyu Zhang, Zheng Chen, Jun Yan, Dong Zhuang
SimFusion: measuring similarity using unified relationship matrix. SIGIR (2005)
Jun Yan, QianSheng Cheng, Qiang Yang, Benyu Zhang
An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. APWeb (2005)
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)
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)
Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zheng Chen, Ying Chen
Efficient Text Classification by Weighted Proximal SVM. ICDM (2005)
Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang, HongJiang Zhang
Coupled Kernel-Based Subspace Learning. CVPR (1) (2005)
Chenyong Hu, Yongji Wang, Benyu Zhang, Qiang Yang, Qing Wang, Jinhui Zhou, Ran He, Yun Yan
Mining Quantitative Associations in Large Database. APWeb (2005)
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)
Shen Huang, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Yong Yu, Wei-Ying Ma
Multi-type Features Based Web Document Clustering. WISE (2004)
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)
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)
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)
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)
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)
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)
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)
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)
Shuicheng Yan, HongJiang Zhang, Yuxiao Hu, Benyu Zhang, QianSheng Cheng
Discriminant Analysis on Embedded Manifold. ECCV (1) (2004)
Dou Shen, Zheng Chen, Qiang Yang, Hua-Jun Zeng, Benyu Zhang, Yuchang Lu, Wei-Ying Ma
Web-page classification through summarization. SIGIR (2004)
Tao Liu, Zheng Chen, Benyu Zhang, Wei-Ying Ma, Gongyi Wu
Improving Text Classification using Local Latent Semantic Indexing. ICDM (2004)
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)
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)