Ruiyi Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Gaussian Process

Graph Representations

Inverse Problems

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Mach. Learn. Res.

Publications

Hwanwoo Kim, Daniel Sanz-Alonso, Ruiyi Yang
Optimization on Manifolds via Graph Gaussian Processes. SIAM J. Math. Data Sci. 6 (1) (2024)
Ruiyi Yang, Flora D. Salim, Hao Xue
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding. WWW (2024)
Ruiyi Yang, Flora D. Salim, Hao Xue
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding. CoRR (2024)
Runze Zhao, Yiyong Xiao, Rui Luo, Ruiyi Yang, Shenghan Zhou, Siyue Zhang
Discrete-continuous model for facility location problem with capacity-cost relation constraints. Comput. Ind. Eng. 185 (2023)
Xinhao Cui, Ruiyi Yang, Siyue Zhang, Yiyong Xiao
A Joint Order Cost Optimization Model for Multi-Item Spare Parts Manufacturing Systems Considering the Requirement of Support Probability. ICAC (2023)
Daniel Sanz-Alonso, Ruiyi Yang
Gaussian Process Regression under Computational and Epistemic Misspecification. CoRR (2023)
Siyue Zhang, Yiyong Xiao, Xinhao Cui, Ruiyi Yang
A Linear Programming Approach for Maximum Integral Multiflow and Minimum Multicut Problems in Unrestricted Network. ICAC (2023)
Nicolás García Trillos, Daniel Sanz-Alonso, Ruiyi Yang
Mathematical Foundations of Graph-Based Bayesian Semi-Supervised Learning. CoRR (2022)
Daniel Sanz-Alonso, Ruiyi Yang
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective. J. Mach. Learn. Res. 23 (2022)
Hwanwoo Kim, Daniel Sanz-Alonso, Ruiyi Yang
Optimization on Manifolds via Graph Gaussian Processes. CoRR (2022)
Daniel Sanz-Alonso, Ruiyi Yang
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy. SIAM/ASA J. Uncertain. Quantification 10 (4) (2022)
Daniel Sanz-Alonso, Ruiyi Yang
Finite Element Representations of Gaussian Processes: Balancing Numerical and Statistical Accuracy. CoRR (2021)
Daniel Sanz-Alonso, Ruiyi Yang
The SPDE Approach to Matérn Fields: Graph Representations. CoRR (2020)
John Harlim, Daniel Sanz-Alonso, Ruiyi Yang
Kernel Methods for Bayesian Elliptic Inverse Problems on Manifolds. SIAM/ASA J. Uncertain. Quantification 8 (4) (2020)
Nicolás García Trillos, Daniel Sanz-Alonso, Ruiyi Yang
Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis. J. Mach. Learn. Res. 20 (2019)
John Harlim, Daniel Sanz-Alonso, Ruiyi Yang
Kernel Methods for Bayesian Elliptic Inverse Problems on Manifolds. CoRR (2019)
Nicolás García Trillos, Daniel Sanz-Alonso, Ruiyi Yang
Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis. CoRR (2019)