Tourism Destination Recommender System for the Cold Start Problem. - Xiaoyao Zheng; Yonglong Luo; Zhiyun Xu; Qingying Yu; Lin Lu (KSII Trans. Internet Inf. Syst., 2016)

SLIND: Identifying Stable Links in Online Social Networks. - Ji Zhang 001; Leonard Tan; Xiaohui Tao 001; Xiaoyao Zheng; Yonglong Luo; Jerry Chun-Wei Lin (DASFAA (2), 2018)

A Recommender System with Advanced Time Series Medical Data Analysis for Diabetes Patients in a Telehealth Environment. - Raid Lafta; Ji Zhang 001; Xiaohui Tao 001; Jerry Chun-Wei Lin; Fulong Chen 002; Yonglong Luo; Xiaoyao Zheng (DEXA (2), 2018)

A Novel Differential Privacy Recommendation Method Based on a Distributed Framework. - Xiaoyao Zheng; Yonglong Luo; Ji Zhang 001; Liping Sun; Fulong Chen 002 (ICDM Workshops, 2018)

Energy-Efficient Data Collection Scheme for Environmental Quality Management in Buildings. - Siguang Chen; Jiasheng Zhou; Xiaoyao Zheng; Xiukai Ruan (IEEE Access, 2018)

A tourism destination recommender system using users' sentiment and temporal dynamics. - Xiaoyao Zheng; Yonglong Luo; Liping Sun; Ji Zhang 001; Fulong Chen 002 (J. Intell. Inf. Syst., 2018)

A New Mining and Protection Method Based on Sensitive Data. - Xiaoyao Zheng; Yuqing Liu; Hao You; Liangmin Guo; Chuanxin Zhao (J. Control. Sci. Eng., 2018)

A novel social network hybrid recommender system based on hypergraph topologic structure. - Xiaoyao Zheng; Yonglong Luo; Liping Sun; Xintao Ding; Ji Zhang 001 (World Wide Web, 2018)

A Secure Density Peaks Clustering Algorithm on Cloud Computing. - Shang Ci; Liping Sun; Xiaoqing Liu; Tingli Du; Xiaoyao Zheng (CSS (1), 2019)

Differential Privacy-Preserving Density Peaks Clustering Based on Shared Near Neighbors Similarity. - Liping Sun; Shuting Bao; Shang Ci; Xiaoyao Zheng; Liangmin Guo; Yonglong Luo (IEEE Access, 2019)

Combining density peaks clustering and gravitational search method to enhance data clustering. - Liping Sun; Tao Tao; Xiaoyao Zheng; Shuting Bao; Yonglong Luo (Eng. Appl. Artif. Intell., 2019)

Geo-Tagged Photo Metadata Processing Method for Beijing Inbound Tourism Flow. - Wen Chen; Zhiyun Xu; Xiaoyao Zheng; Yonglong Luo (ISPRS Int. J. Geo Inf., 2019)

Road Congestion Detection Based on Trajectory Stay-Place Clustering. - Qingying Yu; Yonglong Luo; Chuanming Chen; Xiaoyao Zheng (ISPRS Int. J. Geo Inf., 2019)

Collaborative filtering recommendation based on trust and emotion. - Liangmin Guo; Jiakun Liang; Ying Zhu; Yonglong Luo; Liping Sun; Xiaoyao Zheng (J. Intell. Inf. Syst., 2019)

Layered adaptive compression design for efficient data collection in industrial wireless sensor networks. - Siguang Chen; Shujun Zhang; Xiaoyao Zheng; Xiukai Ruan (J. Netw. Comput. Appl., 2019)

基于SVD填充的混合推荐算法 (Hybrid Recommendation Algorithm Based on SVD Filling). - Qingqing Liu; Yonglong Luo; Yifei Wang; Xiaoyao Zheng; Wen Chen (计算机科学, 2019)

Beijing POI datasets with geographical coordinates and ratings. - Xiaoyao Zheng (IEEE DataPort, 2019)

Effective Tuple-based Anonymization for Massive Streaming Categorical Data. - Qiqiang Xu; Ji Zhang 001; Zenghui Xu; Yonglong Luo; Fulong Chen 002; Xiaoyao Zheng; Gaoming Yang (IEEE BigData, 2020)

A privacy-preserving density peak clustering algorithm in cloud computing. - Liping Sun; Shang Ci; Xiaoqing Liu; Xiaoyao Zheng; Qingying Yu; Yonglong Luo (Concurr. Comput. Pract. Exp., 2020)

A novel privacy-preserving matrix factorization recommendation system based on random perturbation. - Zhaoyan Hu; Yonglong Luo; Xiaoyao Zheng; Yannian Zhao (J. Intell. Fuzzy Syst., 2020)

A trust management model based on mutual trust and a reward-with-punishment mechanism for cloud environments. - Liangmin Guo; Hao Yang; Kaixuan Luan; Yonglong Luo; Liping Sun; Xiaoyao Zheng (Concurr. Comput. Pract. Exp., 2021)

Urban Hotspot Area Detection Using Nearest-Neighborhood-Related Quality Clustering on Taxi Trajectory Data. - Qingying Yu; Chuanming Chen; Liping Sun; Xiaoyao Zheng (ISPRS Int. J. Geo Inf., 2021)

Secure grid-based density peaks clustering on hybrid cloud for industrial IoT. - Liping Sun; Shang Ci; Xiaoqing Liu; Liangmin Guo; Xiaoyao Zheng; Yonglong Luo (Int. J. Netw. Manag., 2021)

UFFDFR: Undersampling framework with denoising, fuzzy c-means clustering, and representative sample selection for imbalanced data classification. - Ming Zheng; Tong Li 004; Xiaoyao Zheng; Qingying Yu; Chuanming Chen; Ding Zhou; Changlong Lv; Weiyi Yang (Inf. Sci., 2021)

Map-matching approach based on link factor and hidden Markov model. - Haiyan Zhang; Yonglong Luo; Qingying Yu; Xiaoyao Zheng; Xuejing Li (J. Intell. Fuzzy Syst., 2021)

A novel deep recommend model based on rating matrix and item attributes. - Liping Sun; Xiaoqing Liu; Yuanjun Liu 001; Tao Wang 084; Liangmin Guo; Xiaoyao Zheng; Yonglong Luo (J. Intell. Inf. Syst., 2021)

A Service Recommendation Method Based on Requirements for the Cloud Environment. - Liangmin Guo; Kaixuan Luan; Xiaoyao Zheng; Jing Qian (J. Control. Sci. Eng., 2021)

A Novel Travel Group Recommendation Model Based on User Trust and Social Influence. - Zhiyun Xu; Xiaoyao Zheng; Haiyan Zhang; Yonglong Luo (Mob. Inf. Syst., 2021)

A k-nearest neighbor query method based on trust and location privacy protection. - Liangmin Guo; Ying Zhu; Hao Yang; Yonglong Luo; Liping Sun; Xiaoyao Zheng (Concurr. Comput. Pract. Exp., 2022)

Low-Frequency Trajectory Map Matching Method Based on Vehicle Heading Segmentation. - Qingying Yu; Fan Hu; Chuanming Chen; Liping Sun; Xiaoyao Zheng (ISPRS Int. J. Geo Inf., 2022)

Collaborative filtering recommendations based on multi-factor random walks. - Liangmin Guo; Kaixuan Luan; Li Sun; Yonglong Luo; Xiaoyao Zheng (Eng. Appl. Artif. Intell., 2023)

Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering. - Xiaoyao Zheng; Baoting Han; Zhen Ni (IEEE CAA J. Autom. Sinica, 2023)

Personalized Route Recommendation with Hybrid Tabu Search Algorithm Based on Crowdsensing. - Baoting Han; Xiaoyao Zheng; Manping Guan; Liping Sun; Yue Zhang (Int. J. Intell. Syst., 2023)

A matrix factorization recommendation model for tourism points of interest based on interest shift and differential privacy. - Zhiyun Xu; Zhaoyan Hu; Xiaoyao Zheng; Haiyan Zhang; Yonglong Luo (J. Intell. Fuzzy Syst., 2023)

A Matrix Factorization Recommendation System-Based Local Differential Privacy for Protecting Users' Sensitive Data. - Xiaoyao Zheng; Manping Guan; Xianmin Jia; Liangmin Guo; Yonglong Luo (IEEE Trans. Comput. Soc. Syst., 2023)

Improved path planning algorithm for mobile robots. - Liping Sun; Xiaoyu Duan; Kai Zhang; Pingan Xu; Xiaoyao Zheng; Qingying Yu; Yonglong Luo (Soft Comput., 2023)

Recommendation based on attributes and social relationships. - Liangmin Guo; Li Sun; Rong Jiang; Yonglong Luo; Xiaoyao Zheng (Expert Syst. Appl., 2023)

Two-stage greedy algorithm based on crowd sensing for tour route recommendation. - Xiaoyao Zheng; Hao You; He Huang; Liping Sun; Qingying Yu; Yonglong Luo (Appl. Soft Comput., 2024)

Trajectory outlier detection method based on group division. - Chuanming Chen; Dongsheng Xu 004; Qi Jin; Wenkai Wang; Liping Sun; Xiaoyao Zheng; Qingying Yu (Intell. Data Anal., 2024)

Lighter Sequential Recommendation Algorithm With Time Interval Awareness Augmentation. - Xiaoyao Zheng; Xingwang Li; Shengfei Jiang; Zhenghua Chen; Liping Sun; Qingying Yu; Liangmin Guo; Yonglong Luo (IEEE Trans. Serv. Comput., 2024)

Kernelized Deep Learning for Matrix Factorization Recommendation System Using Explicit and Implicit Information. - Xiaoyao Zheng; Zhen Ni; Xiangnan Zhong; Yonglong Luo (IEEE Trans. Neural Networks Learn. Syst., 2024)

Federated Matrix Factorization Recommendation Based on Secret Sharing for Privacy Preserving. - Xiaoyao Zheng; Manping Guan; Xianmin Jia; Liping Sun; Yonglong Luo (IEEE Trans. Comput. Soc. Syst., 2024)

Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models. - Xiaoyao Zheng; Xingwang Li; Zhenghua Chen; Liping Sun; Qingying Yu; Liangmin Guo; Yonglong Luo (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Channel spatio-temporal convolutional network for pedestrian trajectory prediction. - Zhonghao Lu; Yonglong Luo; Lina Xu; Ying Hu 006; Xiaoyao Zheng; Liping Sun (Int. J. Mach. Learn. Cybern., 2024)

Knowledge Graph-Based Personalized Multitask Enhanced Recommendation. - Liangmin Guo; Tingting Liu; Shiming Zhou; Haiyue Tang; Xiaoyao Zheng; Yonglong Luo (IEEE Trans. Comput. Soc. Syst., 2024)

UFIDSF: An undersampling approach based on feature importance and double side filter for imbalanced data classification. - Ming Zheng; Fei Wang; Xiaowen Hu; Liangchen Hu; Qingying Yu; Xiaoyao Zheng (Future Gener. Comput. Syst., 2025)

Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection. - Ming Zheng; Xiaowen Hu; Ying Hu 006; Xiaoyao Zheng; Yonglong Luo (IEEE Trans. Inf. Forensics Secur., 2025)

DM-FedMF: A Recommendation Model of Federated Matrix Factorization With Detection Mechanism. - Xiaoyao Zheng; Xianmin Jia; Xiongchao Cheng; Wenxuan He; Liping Sun; Liangmin Guo; Qingying Yu; Yonglong Luo (IEEE Trans. Netw. Sci. Eng., 2025)

Multi-Behavior Hypergraph Contrastive Learning for Session-Based Recommendation. - Liangmin Guo; Shiming Zhou; Haiyue Tang; Xiaoyao Zheng; Yonglong Luo (IEEE Trans. Knowl. Data Eng., 2025)

Density Peaks Clustering Based on Label Propagation and K-Mutual-Nearest Neighbors. - Liping Sun; Fan Huang; Xiaoyao Zheng; Liangmin Guo; Qingying Yu; Zhenghua Chen; Yonglong Luo (IEEE Trans. Emerg. Top. Comput. Intell., 2025)