Kexin Lv

According to our database, Kexin Lv authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Kernel PCA for Out-of-Distribution Detection: Non-Linear Kernel Selections and Approximations.

Kun Fang, Qinghua Tao, Mingzhen He, Kexin Lv, Runze Yang, Haibo Hu, Xiaolin Huang, Jie Yang, Longbing Cao

CoRR, May, 2025

2024

Consensus-based distributed algorithm for GEP.

Kexin Lv, Fan He, Xiaolin Huang, Jie Yang

Signal Process., March, 2024

Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration-Based Approach.

Kexin Lv, Jia Cai, Junyi Huo, Chao Shang, Xiaolin Huang, Jie Yang

Neural Comput., 2024

Learn What You Need in Personalized Federated Learning.

Kexin Lv, Rui Ye, Xiaolin Huang, Jie Yang, Siheng Chen

CoRR, 2024

Kernel PCA for Out-of-Distribution Detection.

Kun Fang, Qinghua Tao, Kexin Lv, Mingzhen He, Xiaolin Huang, Jie Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

One-shot Distributed Algorithm for Generalized Eigenvalue Problem.

Kexin Lv, Zheng Sun, Fan He, Xiaolin Huang, Jie Yang

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

2021

One-Shot Distributed Algorithm for PCA With RBF Kernels.

Fan He, Kexin Lv, Jie Yang, Xiaolin Huang

IEEE Signal Process. Lett., 2021

2020

Spatio-Temporal Evolution, Future Trend and Phenology Regularity of Net Primary Productivity of Forests in Northeast China.

Chunli Wang, Qun'ou Jiang, Xiangzheng Deng, Kexin Lv, Zhonghui Zhang

Remote. Sens., 2020

A Communication-Efficient Distributed Algorithm for Kernel Principal Component Analysis.

Fan He, Xiaolin Huang, Kexin Lv, Jie Yang

CoRR, 2020

Sparse Generalized Canonical Correlation Analysis: Distributed Alternating Iteration based Approach.

Jia Cai, Kexin Lv, Junyi Huo, Xiaolin Huang, Jie Yang

CoRR, 2020