Ruiyuan Wu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 19

Top Topics

Convex Optimization

Component Analysis

Matrix Factorization

Top Venues

IEEE Trans. Signal Process.

Publications

Yuening Li, Wing-Kin Ma, Ruiyuan Wu, Huikang Liu
A Simple Scheme for Coupled Factorization for Hyperspectral Super-Resolution: Exploiting Sparsity in an Easy Way. ICASSP (2023)
Ruiyuan Wu, Wing-Kin Ma, Yuening Li, Anthony Man-Cho So, Nicholas D. Sidiropoulos
Probabilistic Simplex Component Analysis. IEEE Trans. Signal Process. 70 (2022)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Nonnegative Matrix Factorization. IEEECONF (2022)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. IEEE Trans. Signal Process. 70 (2022)
Nurullah Karakoç, Anna Scaglione, Martin Reisslein, Ruiyuan Wu
Federated Edge Network Utility Maximization for a Multi-Server System: Algorithm and Convergence. IEEE/ACM Trans. Netw. 30 (5) (2022)
Ruiyuan Wu, Anna Scaglione, Hoi-To Wai, Nurullah Karakoç, Kari Hreinsson, Wing-Kin Ma
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models. AAAI (2021)
Tri Nguyen, Xiao Fu, Ruiyuan Wu
Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach. CoRR (2021)
Ruiyuan Wu, Wing-Kin Ma, Xiao Fu, Qiang Li
Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix Estimation. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Yuening Li, Ruiyuan Wu, Wing-Kin Ma
Stochastic Ml Estimation for Hyperspectral Unmixing Under Endmember Variability and Nonlinear Models. ICASSP (2020)
Ruiyuan Wu, Hoi-To Wai, Wing-Kin Ma
Hybrid Inexact BCD for Coupled Structured Matrix Factorization in Hyperspectral Super-Resolution. IEEE Trans. Signal Process. 68 (2020)
Ruiyuan Wu, Anna Scaglione, Hoi-To Wai, Nurullah Karakoç, Kari Hreinsson, Wing-Kin Ma
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models. CoRR (2020)
Ruiyuan Wu, Wing-Kin Ma, Xiao Fu, Qiang Li
Hyperspectral Super-Resolution via Global-Local Low-Rank Matrix Estimation. CoRR (2019)
Huikang Liu, Ruiyuan Wu, Wing-Kin Ma
Is There Any Recovery Guarantee with Coupled Structured Matrix Factorization for Hyperspectral Super-Resolution? CAMSAP (2019)
Ruiyuan Wu, Qiang Li, Wing-Kin Ma
Stochastic Ml Simplex-structured Matrix Factorization under the Dirichlet Mixture Model. ICASSP (2019)
Chia-Hsiang Lin, Ruiyuan Wu, Wing-Kin Ma, Chong-Yung Chi, Yue Wang
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization. SIAM J. Imaging Sci. 11 (2) (2018)
Ruiyuan Wu, Chun-Hei Chan, Hoi-To Wai, Wing-Kin Ma, Xiao Fu
Hi, Bcd! Hybrid Inexact Block Coordinate Descent for Hyperspectral Super-Resolution. ICASSP (2018)
Ruiyuan Wu, Qiang Li, Xiao Fu, Wing-Kin Ma
A Convex Low-Rank Regularization Method for Hyperspectral Super-Resolution. SSP (2018)
Ruiyuan Wu, Wing-Kin Ma, Xiao Fu
A stochastic maximum-likelihood framework for simplex structured matrix factorization. ICASSP (2017)
Xin Zhang, Ruiyuan Wu
Fast depth image denoising and enhancement using a deep convolutional network. ICASSP (2016)
Xiao-Feng Li, Shi-He Chen, Ruiyuan Wu
Application of the fuzzy gain scheduling IMC-PID for the boiler pressure control. FUZZ-IEEE (2014)
Xiao-Feng Li, Ruiyuan Wu, Weidong Zhang
The IMC-PID controller design for TITO process using closed-loop identification method. ICARCV (2014)