Efficient PageRank with Same Out-Link Groups. - Yizhou Lu; Xuezheng Liu; Hua Li 001; Benyu Zhang; Wensi Xi; Zheng Chen 001; Shuicheng Yan; Wei-Ying Ma (AIRS, 2004)

Learning similarity measures in non-orthogonal space. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (CIKM, 2004)

Discriminant Analysis on Embedded Manifold. - Shuicheng Yan; HongJiang Zhang; Yuxiao Hu 001; Benyu Zhang; QianSheng Cheng (ECCV (1), 2004)

Online Supervised Learning for Digital Library. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Wensi Xi; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (ICADL, 2004)

Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. - Chenyong Hu; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Jun Yan 001; Zheng Chen 001; Wei-Ying Ma (ICDM, 2004)

Improving Text Classification using Local Latent Semantic Indexing. - Tao Liu; Zheng Chen 001; Benyu Zhang; Wei-Ying Ma; Gongyi Wu (ICDM, 2004)

IMMC: incremental maximum margin criterion. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Hua Li 001; Zheng Chen 001; Wensi Xi; Weiguo Fan; Wei-Ying Ma; QianSheng Cheng (KDD, 2004)

Web-page classification through summarization. - Dou Shen; Zheng Chen 001; Qiang Yang 001; Hua-Jun Zeng; Benyu Zhang; Yuchang Lu; Wei-Ying Ma (SIGIR, 2004)

TSSP: A Reinforcement Algorithm to Find Related Papers. - Shen Huang; Gui-Rong Xue; Benyu Zhang; Zheng Chen 001; Yong Yu 001; Wei-Ying Ma (Web Intelligence, 2004)

GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification. - Jian-Tao Sun; Benyu Zhang; Zheng Chen 001; Yuchang Lu; Chunyi Shi; Wei-Ying Ma (Web Intelligence, 2004)

Multi-type Features Based Web Document Clustering. - Shen Huang; Gui-Rong Xue; Benyu Zhang; Zheng Chen 001; Yong Yu 001; Wei-Ying Ma (WISE, 2004)

Affinity rank: a new scheme for efficient web search. - Yi Liu 054; Benyu Zhang; Zheng Chen 001; Michael R. Lyu; Wei-Ying Ma (WWW (Alternate Track Papers & Posters), 2004)

The powerrank web link analysis algorithm. - Yizhou Lu; Benyu Zhang; Wensi Xi; Zheng Chen 001; Yi Liu 054; Michael R. Lyu; Wei-Ying Ma (WWW (Alternate Track Papers & Posters), 2004)

Link fusion: a unified link analysis framework for multi-type interrelated data objects. - Wensi Xi; Benyu Zhang; Zheng Chen 001; Yizhou Lu; Shuicheng Yan; Wei-Ying Ma; Edward A. Fox (WWW, 2004)

Mining Quantitative Associations in Large Database. - Chenyong Hu; Yongji Wang 002; Benyu Zhang; Qiang Yang 001; Qing Wang 001; Jinhui Zhou; Ran He; Yun Yan (APWeb, 2005)

Supervised Semi-definite Embedding for Email Data Cleaning and Visualization. - Ning Liu 001; Fengshan Bai; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Wei-Ying Ma (APWeb, 2005)

A Similarity Reinforcement Algorithm for Heterogeneous Web Pages. - Ning Liu 001; Jun Yan 001; Fengshan Bai; Benyu Zhang; Wensi Xi; Weiguo Fan; Zheng Chen 001; Lei Ji 001; Chenyong Hu; Wei-Ying Ma (APWeb, 2005)

An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. - Jun Yan 001; QianSheng Cheng; Qiang Yang 001; Benyu Zhang (APWeb, 2005)

Graph Embedding: A General Framework for Dimensionality Reduction. - Shuicheng Yan; Dong Xu 001; Benyu Zhang; HongJiang Zhang (CVPR (2), 2005)

Coupled Kernel-Based Subspace Learning. - Shuicheng Yan; Dong Xu 001; Lei Zhang 001; Benyu Zhang; HongJiang Zhang (CVPR (1), 2005)

Text Representation: From Vector to Tensor. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Zheng Chen 001; Wenyin Liu; Fengshan Bai; Leefeng Chien (ICDM, 2005)

Efficient Text Classification by Weighted Proximal SVM. - Dong Zhuang; Benyu Zhang; Qiang Yang 001; Jun Yan 001; Zheng Chen 001; Ying Chen (ICDM, 2005)

Supervised semi-definite embedding for image manifolds. - Benyu Zhang; Jun Yan 001; Ning Liu 001; QianSheng Cheng; Zheng Chen 001; Wei-Ying Ma (ICME, 2005)

SimFusion: measuring similarity using unified relationship matrix. - Wensi Xi; Edward A. Fox; Weiguo Fan; Benyu Zhang; Zheng Chen 001; Jun Yan 001; Dong Zhuang (SIGIR, 2005)

OCFS: optimal orthogonal centroid feature selection for text categorization. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Shuicheng Yan; Zheng Chen 001; QianSheng Cheng; Weiguo Fan; Wei-Ying Ma (SIGIR, 2005)

Improving web search results using affinity graph. - Benyu Zhang; Hua Li 001; Yi Liu 054; Lei Ji 001; Wensi Xi; Weiguo Fan; Zheng Chen 001; Wei-Ying Ma (SIGIR, 2005)

Learning quantifiable associations via principal sparse non-negative matrix factorization. - Chenyong Hu; Benyu Zhang; Yongji Wang 002; Shuicheng Yan; Zheng Chen 001; Qing Wang 001; Qiang Yang 001 (Intell. Data Anal., 2005)

Diverse Topic Phrase Extraction through Latent Semantic Analysis. - Jilin Chen; Jun Yan 001; Benyu Zhang; Qiang Yang 001; Zheng Chen 001 (ICDM, 2006)

Adding Semantics to Email Clustering. - Hua Li 001; Dou Shen; Benyu Zhang; Zheng Chen 001; Qiang Yang 001 (ICDM, 2006)

Similarity of Temporal Query Logs Based on ARIMA Model. - Ning Liu 001; Shuzhen Nong; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Ying Li 040 (ICDM, 2006)

A Novel Scalable Algorithm for Supervised Subspace Learning. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001 (ICDM, 2006)

Mining Adaptive Ratio Rules from Distributed Data Sources. - Jun Yan 001; Ning Liu 001; Qiang Yang 001; Benyu Zhang; QianSheng Cheng; Zheng Chen 001 (Data Min. Knowl. Discov., 2006)

A scalable supervised algorithm for dimensionality reduction on streaming data. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Ning Liu 001; Qiang Yang 001; QianSheng Cheng; Hua Li 001; Zheng Chen 001; Wei-Ying Ma (Inf. Sci., 2006)

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. - Jun Yan 001; Benyu Zhang; Ning Liu 001; Shuicheng Yan; QianSheng Cheng; Weiguo Fan; Qiang Yang 001; Wensi Xi; Zheng Chen 001 (IEEE Trans. Knowl. Data Eng., 2006)

TSSP: Multi-features based reinforcement algorithm to find related papers. - Shen Huang; Yong Yu 001; Gui-Rong Xue; Benyu Zhang; Zheng Chen 001; Wei-Ying Ma (Web Intell. Agent Syst., 2006)

Document Transformation for Multi-label Feature Selection in Text Categorization. - Weizhu Chen; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Qiang Yang 001 (ICDM, 2007)

A novel clustering-based RSS aggregator. - Xin Li; Jun Yan 001; Zhi-Hong Deng 001; Lei Ji 001; Weiguo Fan; Benyu Zhang; Zheng Chen 001 (WWW, 2007)

Causal relation of queries from temporal logs. - Yizhou Sun; Kunqing Xie; Ning Liu 001; Shuicheng Yan; Benyu Zhang; Zheng Chen 001 (WWW, 2007)

Privacy-enhancing personalized web search. - Yabo Xu; Ke Wang 001; Benyu Zhang; Zheng Chen 001 (WWW, 2007)

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. - Shuicheng Yan; Dong Xu 001; Benyu Zhang; HongJiang Zhang; Qiang Yang 001; Stephen Lin 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2007)

Nonlinear Discriminant Analysis on Embedded Manifold. - Shuicheng Yan; Yuxiao Hu 001; Dong Xu 001; Hong-Jiang Zhang; Benyu Zhang; QianSheng Cheng (IEEE Trans. Circuits Syst. Video Technol., 2007)

Text Indexing and Retrieval. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems, 2009)

Text Segmentation. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems, 2009)

Text Visualization. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems, 2009)

Classification of EEG signal by WT-CNN model in emotion recognition system. - Benyu Zhang; Huiping Jiang; Linshan Dong (IEEE ICCI*CC, 2017)

Text Indexing and Retrieval. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems (2nd ed.), 2018)

Text Segmentation. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems (2nd ed.), 2018)

Text Visualization. - Haoda Huang; Benyu Zhang (Encyclopedia of Database Systems (2nd ed.), 2018)

PPMLP 2020: Workshop on Privacy-Preserving Machine Learning In Practice. - Benyu Zhang; Matei Zaharia; Shouling Ji; Raluca Ada Popa; Guofei Gu (CCS, 2020)

Nebula: A Scalable Privacy-Preserving Machine Learning System in Ant Financial. - Cen Chen 001; Bingzhe Wu; Li Wang 056; Chaochao Chen 001; Jin Tan; Lei Wang 152; Jun Zhou 011; Benyu Zhang (CIKM, 2020)

Large-scale Secure XGB for Vertical Federated Learning. - Wenjing Fang; Derun Zhao; Jin Tan; Chaochao Chen 001; Chaofan Yu; Li Wang 056; Lei Wang 152; Jun Zhou 011; Benyu Zhang (CIKM, 2021)

Secure Privacy-Preserving Association Rule Mining With Single Cloud Server. - Zhiyong Hong; Zhili Zhang; Pu Duan; Benyu Zhang; Baocang Wang; Wen Gao 010; Zhen Zhao 005 (IEEE Access, 2021)

FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation. - Yan Shen 002; Jian Du; Hao Zhang; Benyu Zhang; Zhanghexuan Ji; Mingchen Gao (CoRR, 2021)

ASFGNN: Automated separated-federated graph neural network. - Longfei Zheng; Jun Zhou 011; Chaochao Chen 001; Bingzhe Wu; Li Wang 056; Benyu Zhang (Peer-to-Peer Netw. Appl., 2021)

Verifiable privacy-preserving association rule mining using distributed decryption mechanism on the cloud. - Yange Chen; Qingqing Zhao; Pu Duan; Benyu Zhang; Zhiyong Hong; Baocang Wang (Expert Syst. Appl., 2022)

Privacy-preserving convolutional neural network prediction with low latency and lightweight users. - Furong Li; Yange Chen; Pu Duan; Benyu Zhang; Zhiyong Hong; Yupu Hu; Baocang Wang (Int. J. Intell. Syst., 2022)

Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT. - Yange Chen; SuYu He; Baocang Wang; Pu Duan; Benyu Zhang; Zhiyong Hong; Yuan Ping (IEEE Internet Things J., 2022)

Group public key encryption supporting equality test without bilinear pairings. - Xiaoying Shen; Baocang Wang; Licheng Wang; Pu Duan; Benyu Zhang (Inf. Sci., 2022)

MDOPE: Efficient multi-dimensional data order preserving encryption scheme. - Yu Zhan; Danfeng Shen; Pu Duan; Benyu Zhang; Zhiyong Hong; Baocang Wang (Inf. Sci., 2022)

Updatable privacy-preserving itK-nearest neighbor query in location-based s-ervice. - Songyang Wu; Wenju Xu; Zhiyong Hong; Pu Duan; Benyu Zhang; Yupu Hu; Baocang Wang (Peer-to-Peer Netw. Appl., 2022)

Privacy-Preserving Classification Scheme Based on Support Vector Machine. - Qinyu Mao; Yange Chen; Pu Duan; Benyu Zhang; Zhiyong Hong; Baocang Wang (IEEE Syst. J., 2022)

Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis. - Yange Chen; Qinyu Mao; Baocang Wang; Pu Duan; Benyu Zhang; Zhiyong Hong (IEEE J. Biomed. Health Informatics, 2022)

Efficient Function Queryable and Privacy Preserving Data Aggregation Scheme in Smart Grid. - Yu Zhan; Liguo Zhou; Baocang Wang; Pu Duan; Benyu Zhang (IEEE Trans. Parallel Distributed Syst., 2022)

SecretFlow-SPU: A Performant and User-Friendly Framework for Privacy-Preserving Machine Learning. - Junming Ma; Yancheng Zheng; Jun Feng; Derun Zhao; Haoqi Wu; Wenjing Fang; Jin Tan; Chaofan Yu; Benyu Zhang; Lei Wang 152 (USENIX ATC, 2023)

Multi-key Fully Homomorphic Encryption from Additive Homomorphism. - Wenju Xu; Baocang Wang; Yupu Hu; Pu Duan; Benyu Zhang; Momeng Liu (Comput. J., 2023)

S'MoRE: Structural Mixture of Residual Experts for LLM Fine-tuning. - Hanqing Zeng; Yinglong Xia; Zhuokai Zhao; Gilbert Jiang; Qiang Zhang; Jiayi Liu; Lizhu Zhang; Xiangjun Fan; Benyu Zhang (CoRR, 2025)

GEM: Empowering LLM for both Embedding Generation and Language Understanding. - Caojin Zhang; Qiang Zhang; Ke Li; Sai Vidyaranya Nuthalapati; Benyu Zhang; Jason Liu; Serena Li; Lizhu Zhang; Xiangjun Fan (CoRR, 2025)