Benyu Zhang

Orcid: 0000-0003-2068-7041

Affiliations:
  • Microsoft Research


According to our database1, Benyu Zhang authored at least 65 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Multi-key Fully Homomorphic Encryption from Additive Homomorphism.
Comput. J., January, 2023

SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning.
Proceedings of the 2023 USENIX Annual Technical Conference, 2023

2022
Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid.
IEEE Trans. Parallel Distributed Syst., 2022

Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis.
IEEE J. Biomed. Health Informatics, 2022

Privacy-Preserving Classification Scheme Based on Support Vector Machine.
IEEE Syst. J., 2022

Updatable privacy-preserving itK-nearest neighbor query in location-based s-ervice.
Peer-to-Peer Netw. Appl., 2022

MDOPE: Efficient multi-dimensional data order preserving encryption scheme.
Inf. Sci., 2022

Group public key encryption supporting equality test without bilinear pairings.
Inf. Sci., 2022

Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT.
IEEE Internet Things J., 2022

Privacy-preserving convolutional neural network prediction with low latency and lightweight users.
Int. J. Intell. Syst., 2022

Verifiable privacy-preserving association rule mining using distributed decryption mechanism on the cloud.
Expert Syst. Appl., 2022

2021
ASFGNN: Automated separated-federated graph neural network.
Peer-to-Peer Netw. Appl., 2021

FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation.
CoRR, 2021

Secure Privacy-Preserving Association Rule Mining With Single Cloud Server.
IEEE Access, 2021

Large-scale Secure XGB for Vertical Federated Learning.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice.
Proceedings of the CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, 2020

2018
Text Visualization.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Text Segmentation.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Text Indexing and Retrieval.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017
Classification of EEG signal by WT-CNN model in emotion recognition system.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2009
Text Visualization.
Proceedings of the Encyclopedia of Database Systems, 2009

Text Segmentation.
Proceedings of the Encyclopedia of Database Systems, 2009

Text Indexing and Retrieval.
Proceedings of the Encyclopedia of Database Systems, 2009

2007
Nonlinear Discriminant Analysis on Embedded Manifold.
IEEE Trans. Circuits Syst. Video Technol., 2007

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Privacy-enhancing personalized web search.
Proceedings of the 16th International Conference on World Wide Web, 2007

Causal relation of queries from temporal logs.
Proceedings of the 16th International Conference on World Wide Web, 2007

A novel clustering-based RSS aggregator.
Proceedings of the 16th International Conference on World Wide Web, 2007

Document Transformation for Multi-label Feature Selection in Text Categorization.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
TSSP: Multi-features based reinforcement algorithm to find related papers.
Web Intell. Agent Syst., 2006

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
IEEE Trans. Knowl. Data Eng., 2006

A scalable supervised algorithm for dimensionality reduction on streaming data.
Inf. Sci., 2006

Mining Adaptive Ratio Rules from Distributed Data Sources.
Data Min. Knowl. Discov., 2006

A Novel Scalable Algorithm for Supervised Subspace Learning.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Similarity of Temporal Query Logs Based on ARIMA Model.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Adding Semantics to Email Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Diverse Topic Phrase Extraction through Latent Semantic Analysis.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Learning quantifiable associations via principal sparse non-negative matrix factorization.
Intell. Data Anal., 2005

Improving web search results using affinity graph.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

OCFS: optimal orthogonal centroid feature selection for text categorization.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

SimFusion: measuring similarity using unified relationship matrix.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Supervised semi-definite embedding for image manifolds.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Efficient Text Classification by Weighted Proximal SVM.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Text Representation: From Vector to Tensor.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Coupled Kernel-Based Subspace Learning.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Graph Embedding: A General Framework for Dimensionality Reduction.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

A Similarity Reinforcement Algorithm for Heterogeneous Web Pages.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Supervised Semi-definite Embedding for Email Data Cleaning and Visualization.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

Mining Quantitative Associations in Large Database.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Link fusion: a unified link analysis framework for multi-type interrelated data objects.
Proceedings of the 13th international conference on World Wide Web, 2004

The powerrank web link analysis algorithm.
Proceedings of the 13th international conference on World Wide Web, 2004

Affinity rank: a new scheme for efficient web search.
Proceedings of the 13th international conference on World Wide Web, 2004

Multi-type Features Based Web Document Clustering.
Proceedings of the Web Information Systems, 2004

GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

TSSP: A Reinforcement Algorithm to Find Related Papers.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Web-page classification through summarization.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

IMMC: incremental maximum margin criterion.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Improving Text Classification using Local Latent Semantic Indexing.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Online Supervised Learning for Digital Library.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

Discriminant Analysis on Embedded Manifold.
Proceedings of the Computer Vision, 2004

Learning similarity measures in non-orthogonal space.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

Efficient PageRank with Same Out-Link Groups.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004


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