Wenya Shi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Collaborative Filtering

Principal Components Analysis

Matrix Factorization

High Dimensional

Top Venues

Publications

Wenya Shi, Gang Wu
Perturbation analysis on PCA plus graph embedding methods and PCA plus exponential graph embedding methods. J. Comput. Appl. Math. 444 (2024)
Wenya Shi, Gang Wu
New algorithms for trace-ratio problem with application to high-dimension and large-sample data dimensionality reduction. Mach. Learn. 113 (7) (2024)
Ao Zhang, Yifei Sun, Shi Cheng, Jie Yang, Xin Sun, Zhuo Liu, Yifei Cao, Jiale Ju, Wenya Shi
Hybrid Recommendation System with Graph Neural Collaborative Filtering and Local Self-attention Mechanism. NCAA (2) (2023)
Wenya Shi, Yifei Sun, Shi Cheng, Jie Yang, Xin Sun, Zhuo Liu, Yifei Cao, Jiale Ju, Ao Zhang
An Adaptive Brain Storm Optimization Based on Hierarchical Learning for Community Detection. NCAA (1) (2023)
Delin Chu, Wenya Shi, Srinivas Eswar, Haesun Park
An Alternating Rank-K Nonnegative Least Squares Framework (ARkNLS) for Nonnegative Matrix Factorization. CoRR (2020)