Junxian Zhu

According to our database, Junxian Zhu authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

Simplex Constrained Sparse Optimization via Tail Screening.

Peng Chen, Jin Zhu, Junxian Zhu, Xueqin Wang

J. Mach. Learn. Res., 2025

2024

skscope: Fast Sparsity-Constrained Optimization in Python.

Zezhi Wang, Junxian Zhu, Xueqin Wang, Jin Zhu, Huiyang Peng, Peng Chen, Anran Wang, Xiaoke Zhang

J. Mach. Learn. Res., 2024

Sparsity-Constraint Optimization via Splicing Iteration.

Zezhi Wang, Jin Zhu, Junxian Zhu, Borui Tang, Hongmei Lin, Xueqin Wang

CoRR, 2024

skscope: Fast Sparsity-Constrained Optimization in Python.

Zezhi Wang, Jin Zhu, Peng Chen, Huiyang Peng, Xiaoke Zhang, Anran Wang, Yu Zheng, Junxian Zhu, Xueqin Wang

CoRR, 2024

2023

A Splicing Approach to Best Subset of Groups Selection.

Yanhang Zhang, Junxian Zhu, Jin Zhu, Xueqin Wang

INFORMS J. Comput., 2023

A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models.

Borui Tang, Jin Zhu, Junxian Zhu, Xueqin Wang, Heping Zhang

CoRR, 2023

Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique.

Junxian Zhu, Jin Zhu, Borui Tang, Xuanyu Chen, Hongmei Lin, Xueqin Wang

CoRR, 2023

2022

A silicon carbide high gain differential amplifier for extreme temperature applications.

Jie Yang, Junxian Zhu

Microelectron. J., 2022

abess: A Fast Best-Subset Selection Library in Python and R.

Jin Zhu, Xueqin Wang, Liyuan Hu, Junhao Huang, Kangkang Jiang, Yanhang Zhang, Shiyun Lin, Junxian Zhu

J. Mach. Learn. Res., 2022

2021

Certifiably Polynomial Algorithm for Best Group Subset Selection.

Yanhang Zhang, Junxian Zhu, Jin Zhu, Xueqin Wang

CoRR, 2021