Cai, Yunfeng

15 publications

ICML 2025 Investigating the Overlooked Hessian Structure: From CNNs to LLMs Qian-Yuan Tang, Yufei Gu, Yunfeng Cai, Mingming Sun, Ping Li, Zhou Xun, Zeke Xie

MLJ 2025 Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection Xiaochen Zhang, Yunfeng Cai, Haoyi Xiong

ICLR 2024 Neural Field Classifiers via Target Encoding and Classification Loss Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun

NeurIPS 2023 Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs Chen Shengyuan, Yunfeng Cai, Huang Fang, Xiao Huang, Mingming Sun

ICCV 2023 S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang, Haoran Wang, Yunfeng Cai, Mingming Sun

ICLR 2022 Constructing Orthogonal Convolutions in an Explicit Manner Tan Yu, Jun Li, Yunfeng Cai, Ping Li

AAAI 2022 Efficient Compact Bilinear Pooling via Kronecker Product Tan Yu, Yunfeng Cai, Ping Li

WACV 2022 S2-MLP: Spatial-Shift MLP Architecture for Vision Tan Yu, Xu Li, Yunfeng Cai, Mingming Sun, Ping Li

AISTATS 2021 Identification of Matrix Joint Block Diagonalization Yunfeng Cai, Ping Li

AAAI 2021 A Blind Block Term Decomposition of High Order Tensors Yunfeng Cai, Ping Li

NeurIPS 2021 A Note on Sparse Generalized Eigenvalue Problem Yunfeng Cai, Guanhua Fang, Ping Li

AISTATS 2020 An Inverse-Free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem Yunfeng Cai, Ping Li

NeurIPS 2020 Ratio Trace Formulation of Wasserstein Discriminant Analysis Hexuan Liu, Yunfeng Cai, You-Lin Chen, Ping Li

AISTATS 2020 Solving the Robust Matrix Completion Problem via a System of Nonlinear Equations Yunfeng Cai, Ping Li

ECCV 2020 Toward Faster and Simpler Matrix Normalization via Rank-1 Update Tan Yu, Yunfeng Cai, Ping Li