Jiewen Guan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Nonnegative Matrix Factorization

Community Detection

Tensor Decomposition

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Circuits Syst. Video Technol.

ACM Trans. Knowl. Discov. Data

Publications

Jiewen Guan, Bilian Chen, Xin Huang
Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jiewen Guan, Bilian Chen, Xin Huang
Community Detection via Multihop Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Jiewen Guan, Bilian Chen, Shenbao Yu
A hybrid similarity model for mitigating the cold-start problem of collaborative filtering in sparse data. Expert Syst. Appl. 249 (2024)
Sixing Su, Jiewen Guan, Bilian Chen, Xin Huang
Nonnegative Matrix Factorization Based on Node Centrality for Community Detection. ACM Trans. Knowl. Discov. Data 17 (6) (2023)
Bilian Chen, Jiewen Guan, Zhening Li
Unsupervised Feature Selection via Graph Regularized Nonnegative CP Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Liang Zeng, Jiewen Guan, Bilian Chen
MSBPR: A multi-pairwise preference and similarity based Bayesian personalized ranking method for recommendation. Knowl. Based Syst. 260 (2023)
Bilian Chen, Jiewen Guan, Zhening Li, Zhehao Zhou
-Norm Based Nonnegative Tucker Decomposition. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Jiewen Guan, Xin Huang, Bilian Chen
Community-Aware Social Recommendation: A Unified SCSVD Framework. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Jiewen Guan, Xin Huang, Bilian Chen
Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract). ICDE (2022)
Xiaochang Lin, Jiewen Guan, Bilian Chen, Yifeng Zeng
Unsupervised Feature Selection via Orthogonal Basis Clustering and Local Structure Preserving. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Zhehao Zhou, Shenbao Yu, Jiewen Guan, Bilian Chen, Langcai Cao
Modeling Transition Matrix for a Collaborative Rating Prediction Recommendation System via Nonnegative Tensor Decomposition. ICCSE (2020)