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2020 – today
- 2024
[c20]Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun:
MQuinE: a Cure for "Z-paradox" in Knowledge Graph Embedding. EMNLP 2024: 9837-9850- [c19]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 - [i17]Yang Liu, Huang Fang, Yunfeng Cai, Mingming Sun:
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models. CoRR abs/2402.03583 (2024) - [i16]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 abs/2403.01058 (2024) - [i15]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 abs/2403.20079 (2024) - 2023
- [j14]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) - [c18]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: 17978-17988 - [c17]Shengyuan Chen, Yunfeng Cai, Huang Fang, Xiao Huang, Mingming Sun:
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs. NeurIPS 2023 - [c16]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: 2423-2432 - [i14]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 abs/2308.07032 (2023) - [i13]Yunfeng Cai, Xu Li, Mingming Sun, Ping Li:
Recovering Linear Causal Models with Latent Variables via Cholesky Factorization of Covariance Matrix. CoRR abs/2311.00674 (2023) - 2022
- [c15]Tan Yu, Yunfeng Cai, Ping Li:
Efficient Compact Bilinear Pooling via Kronecker Product. AAAI 2022: 3170-3178 - [c14]Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li:
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space. HT 2022: 64-72 - [c13]Tan Yu, Jun Li, Yunfeng Cai, Ping Li:
Constructing Orthogonal Convolutions in an Explicit Manner. ICLR 2022 - [c12]Yunfeng Cai, Guanhua Fang, Ping Li:
Sensitivity of Under-Determined Linear System. ISIT 2022: 2267-2272 - [c11]Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li:
S2-MLP: Spatial-Shift MLP Architecture for Vision. WACV 2022: 3615-3624 - [i12]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 abs/2201.13011 (2022) - [i11]Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li:
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space. CoRR abs/2204.10245 (2022) - [i10]Ming Zhou, Zhaojun Bai, Yunfeng Cai, Klaus Neymeyr:
Convergence analysis of a block preconditioned steepest descent eigensolver with implicit deflation. CoRR abs/2209.03407 (2022) - 2021
- [j13]Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong:
Advanced variations of two-dimensional principal component analysis for face recognition. Neurocomputing 452: 653-664 (2021) - [c10]Yunfeng Cai, Ping Li:
A Blind Block Term Decomposition of High Order Tensors. AAAI 2021: 6868-6876 - [c9]Yunfeng Cai, Ping Li:
Identification of Matrix Joint Block Diagonalization. AISTATS 2021: 1495-1503 - [c8]Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li:
Rethinking Token-Mixing MLP for MLP-based Vision Backbone. BMVC 2021: 139 - [c7]Yunfeng Cai, Guanhua Fang, Ping Li:
A Note on Sparse Generalized Eigenvalue Problem. NeurIPS 2021: 23036-23048 - [c6]Jinxing Yu, Yunfeng Cai, Mingming Sun, Ping Li:
MQuadE: a Unified Model for Knowledge Fact Embedding. WWW 2021: 3442-3452 - [i9]Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li:
S2-MLP: Spatial-Shift MLP Architecture for Vision. CoRR abs/2106.07477 (2021) - [i8]Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li:
Rethinking Token-Mixing MLP for MLP-based Vision Backbone. CoRR abs/2106.14882 (2021) - [i7]Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li:
S2-MLPv2: Improved Spatial-Shift MLP Architecture for Vision. CoRR abs/2108.01072 (2021) - 2020
- [c5]Yunfeng Cai, Ping Li:
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem. AISTATS 2020: 3460-3470 - [c4]Yunfeng Cai, Ping Li:
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations. AISTATS 2020: 4162-4172 - [c3]Tan Yu, Yunfeng Cai, Ping Li:
Toward Faster and Simpler Matrix Normalization via Rank-1 Update. ECCV (19) 2020: 203-219 - [c2]Hexuan Liu, Yunfeng Cai, You-Lin Chen, Ping Li:
Ratio Trace Formulation of Wasserstein Discriminant Analysis. NeurIPS 2020 - [i6]Yunfeng Cai, Ping Li:
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem. CoRR abs/2003.10897 (2020) - [i5]Yunfeng Cai, Ping Li:
Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations. CoRR abs/2003.10992 (2020) - [i4]Yunfeng Cai, Ping Li:
Tensor Completion via Tensor Networks with a Tucker Wrapper. CoRR abs/2010.15819 (2020) - [i3]Yunfeng Cai, Ping Li:
Identification of Matrix Joint Block Diagonalization. CoRR abs/2011.01111 (2020)
2010 – 2019
- 2019
- [j12]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) - [c1]Xiao Chen, Zhigang Jia, Yunfeng Cai, Meixiang Zhao:
Relaxed 2-D Principal Component Analysis by Lp Norm for Face Recognition. ICIC (1) 2019: 197-207 - [i2]Xiao Chen, Zhi-Gang Jia, Yunfeng Cai, Mei-Xiang Zhao:
Relaxed 2-D Principal Component Analysis by Lp Norm for Face Recognition. CoRR abs/1905.06458 (2019) - [i1]Meixiang Zhao, Zhigang Jia, Yunfeng Cai, Xiao Chen, Dunwei Gong:
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. CoRR abs/1912.09970 (2019) - 2018
- [j11]Yunfeng Cai, Lei-Hong Zhang, Zhaojun Bai, Ren-Cang Li:
On an Eigenvector-Dependent Nonlinear Eigenvalue Problem. SIAM J. Matrix Anal. Appl. 39(3): 1360-1382 (2018) - [j10]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): 620-624 (2018) - 2017
- [j9]Yunfeng Cai, Chengyu Liu:
An Algebraic Approach to Nonorthogonal General Joint Block Diagonalization. SIAM J. Matrix Anal. Appl. 38(1): 50-71 (2017) - [j8]Jiang Qian, Yun-Feng Cai, Delin Chu, Roger C. E. Tan:
Eigenvalue Embedding of Undamped Vibroacoustic Systems with No-spillover. SIAM J. Matrix Anal. Appl. 38(4): 1190-1209 (2017) - 2016
- [j7]Zhen-Chen Guo, Jiang Qian, Yun-Feng Cai, Shu-Fang Xu:
Refined Schur Method for Robust Pole Assignment with Repeated Poles. IEEE Trans. Autom. Control. 61(9): 2370-2385 (2016) - 2015
- [j6]Zhen-Chen Guo, Yun-Feng Cai, Jiang Qian, Shu-Fang Xu:
A modified Schur method for robust pole assignment in state feedback control. Autom. 52: 334-339 (2015) - [j5]Yunfeng Cai, Decai Shi, Shufang Xu:
A Matrix Polynomial Spectral Approach for General Joint Block Diagonalization. SIAM J. Matrix Anal. Appl. 36(2): 839-863 (2015) - 2013
- [j4]Xin Lu, Shu-Fang Xu, Yun-Feng Cai:
Partial derivatives of the eigen-triplet of the quadratic eigenvalue problem depending on several parameters. Appl. Math. Comput. 219(24): 11348-11357 (2013) - [j3]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: 16-30 (2013) - 2012
- [j2]Yun-Feng Cai, Jiang Qian, Shu-Fang Xu:
Robust partial pole assignment problem for high order control systems. Autom. 48(7): 1462-1466 (2012) - 2011
- [j1]Yun-Feng Cai, Jiang Qian, Shu-Fang Xu:
The formulation and numerical method for partial quadratic eigenvalue assignment problems. Numer. Linear Algebra Appl. 18(4): 637-652 (2011)
Coauthor Index
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