Shenfei Pei

PhD student, Northwestern Polytechnical University

Joined

May 2021

Names

Shenfei Pei (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Northwestern Polytechnical University (nwpu.edu.cn)

2018 – Present

Advisors, Relations & Conflicts

PhD Advisor

Feiping Nie

2018 – Present

Expertise

Machine Learning

2018 – 2023

Publications

Angle K-Means
Shenfei Pei, Ruiyu Huang, Yiqing Hu, Zhongqi Lin, Xudong Jiang, Zengwei Zheng
- ICLR 2026 Poster
- Readers: Everyone
Centerless Clustering
Shenfei Pei, Huimin Chen, Feiping Nie, Rong Wang, Xuelong Li
- Published: 01 Jan 2023, Last Modified: 13 May 2023
- IEEE Trans. Pattern Anal. Mach. Intell. 2023
- Readers: Everyone
A portable clustering algorithm based on compact neighbors for face tagging
Shenfei Pei, Yuze Zhang, Rong Wang, Feiping Nie
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- Neural Networks 2022
- Readers: Everyone
Local $K$-means: An Efficient Optimization Algorithm And Its Generalization
Feiping Nie, Shenfei Pei, Rong Wang, Liang Zhang, Jun Wu, Qinglong Chang, Xuelong Li
- 21 May 2021 (modified: 05 May 2023)
- NeurIPS 2021 Submitted
- Readers: Everyone
Multi-Directional Multi-Label Learning
Danyang Wu, Shenfei Pei, Feiping Nie, Rong Wang, Xuelong Li
- 2021 (modified: 02 Apr 2023)
- Signal Process. 2021
- Readers: Everyone
An Efficient Density-based clustering algorithm for face groping
Shenfei Pei, Feiping Nie, Rong Wang, Xuelong Li
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- Neurocomputing 2021
- Readers: Everyone
A Rank-Constrained Clustering Algorithm with Adaptive Embedding
Shenfei Pei, Feiping Nie, Rong Wang, Xuelong Li
- Published: 01 Jan 2021, Last Modified: 13 May 2023
- ICASSP 2021
- Readers: Everyone
Efficient Clustering Based On A Unified View Of $K$-means And Ratio-cut
Shenfei Pei, Feiping Nie, Rong Wang, Xuelong Li
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- NeurIPS 2020
- Readers: Everyone
Fast Clustering With Co-Clustering Via Discrete Non-Negative Matrix Factorization for Image Identification
Feiping Nie, Shenfei Pei, Rong Wang, Xuelong Li
- Published: 01 Jan 2020, Last Modified: 13 May 2023
- ICASSP 2020
- Readers: Everyone