Yunfeng Cai

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 42

Top Topics

Face Recognition

Principal Component Analysis

Kronecker Product

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Zhongrui Yu, Haoran Wang, Jinze Yang, Hanzhang Wang, Zeke Xie, Yunfeng Cai, Jiale Cao, Zhong Ji, Mingming Sun
SGD: Street View Synthesis with Gaussian Splatting and Diffusion Prior. CoRR (2024)
Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun
Neural Field Classifiers via Target Encoding and Classification Loss. ICLR (2024)
Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun
Neural Field Classifiers via Target Encoding and Classification Loss. CoRR (2024)
Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models. CoRR (2024)
Ming Zhou, Zhaojun Bai, Yunfeng Cai, Klaus Neymeyr
Convergence analysis of a block preconditioned steepest descent eigensolver with implicit deflation. Numer. Linear Algebra Appl. 30 (5) (2023)
Shengyuan Chen, Yunfeng Cai, Huang Fang, Xiao Huang, Mingming Sun
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs. NeurIPS (2023)
Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields. ICCV (2023)
Huang Fang, Yang Liu, Yunfeng Cai, Mingming Sun
MLN4KB: an efficient Markov logic network engine for large-scale knowledge bases and structured logic rules. WWW (2023)
Yunfeng Cai, Xu Li, Mingming Sun, Ping Li
Recovering Linear Causal Models with Latent Variables via Cholesky Factorization of Covariance Matrix. CoRR (2023)
Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields. CoRR (2023)
Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space. CoRR (2022)
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li
-MLP: Spatial-Shift MLP Architecture for Vision. WACV (2022)
Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space. HT (2022)
Ming Zhou, Zhaojun Bai, Yunfeng Cai, Klaus Neymeyr
Convergence analysis of a block preconditioned steepest descent eigensolver with implicit deflation. CoRR (2022)
Tan Yu, Yunfeng Cai, Ping Li
Efficient Compact Bilinear Pooling via Kronecker Product. AAAI (2022)
Tan Yu, Jun Li, Yunfeng Cai, Ping Li
Constructing Orthogonal Convolutions in an Explicit Manner. ICLR (2022)
Zeke Xie, Qian-Yuan Tang, Yunfeng Cai, Mingming Sun, Ping Li
On the Power-Law Spectrum in Deep Learning: A Bridge to Protein Science. CoRR (2022)
Yunfeng Cai, Guanhua Fang, Ping Li
Sensitivity of Under-Determined Linear System. ISIT (2022)
Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong
Advanced variations of two-dimensional principal component analysis for face recognition. Neurocomputing 452 (2021)
Yunfeng Cai, Guanhua Fang, Ping Li
A Note on Sparse Generalized Eigenvalue Problem. NeurIPS (2021)
Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li
MQuadE: a Unified Model for Knowledge Fact Embedding. WWW (2021)
Yunfeng Cai, Ping Li
Identification of Matrix Joint Block Diagonalization. AISTATS (2021)
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li
Rethinking Token-Mixing MLP for MLP-based Vision Backbone. BMVC (2021)
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li
-MLPv2: Improved Spatial-Shift MLP Architecture for Vision. CoRR (2021)
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li
Rethinking Token-Mixing MLP for MLP-based Vision Backbone. CoRR (2021)
Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li
-MLP: Spatial-Shift MLP Architecture for Vision. CoRR (2021)
Yunfeng Cai, Ping Li
A Blind Block Term Decomposition of High Order Tensors. AAAI (2021)
Yunfeng Cai, Ping Li
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations. AISTATS (2020)
Tan Yu, Yunfeng Cai, Ping Li
Toward Faster and Simpler Matrix Normalization via Rank-1 Update. ECCV (19) (2020)
Yunfeng Cai, Ping Li
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations. CoRR (2020)
Yunfeng Cai, Ping Li
Identification of Matrix Joint Block Diagonalization. CoRR (2020)
Hexuan Liu, Yunfeng Cai, You-Lin Chen, Ping Li
Ratio Trace Formulation of Wasserstein Discriminant Analysis. NeurIPS (2020)
Yunfeng Cai, Ping Li
Tensor Completion via Tensor Networks with a Tucker Wrapper. CoRR (2020)
Yunfeng Cai, Ping Li
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem. AISTATS (2020)
Yunfeng Cai, Ping Li
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem. CoRR (2020)
Xiao Chen, Zhigang Jia, Yunfeng Cai, Meixiang Zhao
Relaxed 2-D Principal Component Analysis by Lp Norm for Face Recognition. ICIC (1) (2019)
Xiao Chen, Zhi-Gang Jia, Yunfeng Cai, Mei-Xiang Zhao
Norm for Face Recognition. CoRR (2019)
Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. CoRR (2019)
Yunfeng Cai, Guanghui Cheng, Decai Shi
Solving the general joint block diagonalization problem via linearly independent eigenvectors of a matrix polynomial. Numer. Linear Algebra Appl. 26 (4) (2019)
Jifei Miao, Guanghui Cheng, Yunfeng Cai, Jing Xia
Approximate Joint Singular Value Decomposition Algorithm Based on Givens-Like Rotation. IEEE Signal Process. Lett. 25 (5) (2018)
Yunfeng Cai, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li
On an Eigenvector-Dependent Nonlinear Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 39 (3) (2018)
Yunfeng Cai, Chengyu Liu
An Algebraic Approach to Nonorthogonal General Joint Block Diagonalization. SIAM J. Matrix Anal. Appl. 38 (1) (2017)
Yunfeng Cai, Decai Shi, Shufang Xu
A Matrix Polynomial Spectral Approach for General Joint Block Diagonalization. SIAM J. Matrix Anal. Appl. 36 (2) (2015)
Yunfeng Cai, Zhaojun Bai, John E. Pask, N. Sukumar
Hybrid preconditioning for iterative diagonalization of ill-conditioned generalized eigenvalue problems in electronic structure calculations. J. Comput. Phys. 255 (2013)