Modeling Transition Matrix for a Collaborative Rating Prediction Recommendation System via Nonnegative Tensor Decomposition. - Zhehao Zhou; Shenbao Yu; Jiewen Guan; Bilian Chen; Langcai Cao (ICCSE, 2020)

Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract). - Jiewen Guan; Xin Huang 001; Bilian Chen (ICDE, 2022)

Unsupervised Feature Selection via Orthogonal Basis Clustering and Local Structure Preserving. - Xiaochang Lin; Jiewen Guan; Bilian Chen; Yifeng Zeng (IEEE Trans. Neural Networks Learn. Syst., 2022)

MSBPR: A multi-pairwise preference and similarity based Bayesian personalized ranking method for recommendation. - Liang Zeng; Jiewen Guan; Bilian Chen (Knowl. Based Syst., 2023)

Unsupervised Feature Selection via Graph Regularized Nonnegative CP Decomposition. - Bilian Chen; Jiewen Guan; Zhening Li (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Community-Aware Social Recommendation: A Unified SCSVD Framework. - Jiewen Guan; Xin Huang 001; Bilian Chen (IEEE Trans. Knowl. Data Eng., 2023)

Nonnegative Matrix Factorization Based on Node Centrality for Community Detection. - Sixing Su; Jiewen Guan; Bilian Chen; Xin Huang 001 (ACM Trans. Knowl. Discov. Data, 2023)

Robust Feature Extraction via ℓ∞-Norm Based Nonnegative Tucker Decomposition. - Bilian Chen; Jiewen Guan; Zhening Li; Zhehao Zhou (IEEE Trans. Circuits Syst. Video Technol., 2023)

A hybrid similarity model for mitigating the cold-start problem of collaborative filtering in sparse data. - Jiewen Guan; Bilian Chen; Shenbao Yu (Expert Syst. Appl., 2024)

Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition. - Jiewen Guan; Bilian Chen; Xin Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Community Detection via Multihop Nonnegative Matrix Factorization. - Jiewen Guan; Bilian Chen; Xin Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)