Jiewen Guan

According to our database, Jiewen Guan authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

ℓ _<i>p</i> -Sphere Covering and Approximating Nuclear <i>p</i> -Norm.

Jiewen Guan, Simai He, Bo Jiang, Zhening Li

Math. Oper. Res., 2025

2024

Community Detection via Multihop Nonnegative Matrix Factorization.

Jiewen Guan, Bilian Chen, Xin Huang

IEEE Trans. Neural Networks Learn. Syst., July, 2024

Community Detection via Autoencoder-Like Nonnegative Tensor Decomposition.

Jiewen Guan, Bilian Chen, Xin Huang

IEEE Trans. Neural Networks Learn. Syst., March, 2024

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

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., December, 2023

Nonnegative Matrix Factorization Based on Node Centrality for Community Detection.

Sixing Su, Jiewen Guan, Bilian Chen, Xin Huang

ACM Trans. Knowl. Discov. Data, July, 2023

Community-Aware Social Recommendation: A Unified SCSVD Framework.

Jiewen Guan, Xin Huang, Bilian Chen

IEEE Trans. Knowl. Data Eng., March, 2023

Unsupervised Feature Selection via Graph Regularized Nonnegative CP Decomposition.

Bilian Chen, Jiewen Guan, Zhening Li

IEEE Trans. Pattern Anal. Mach. Intell., 2023

MSBPR: A multi-pairwise preference and similarity based Bayesian personalized ranking method for recommendation.

Liang Zeng, Jiewen Guan, Bilian Chen

Knowl. Based Syst., 2023

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

Community-aware Social Recommendation: A Unified SCSVD Framework (Extended Abstract).

Jiewen Guan, Xin Huang, Bilian Chen

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2020

Modeling Transition Matrix for a Collaborative Rating Prediction Recommendation System via Nonnegative Tensor Decomposition.

Zhehao Zhou, Shenbao Yu, Jiewen Guan, Bilian Chen, Langcai Cao

Proceedings of the 15th International Conference on Computer Science & Education, 2020