Lingfeng Niu

Full Professor, University of Chinese Academy of Sciences

Joined

May 2023

Names

Lingfeng Niu (Preferred)

Emails

****@ucas.ac.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

University of Chinese Academy of Sciences (ucas.edu)

2009 – Present

PhD student

University of Chinese Academy of Sciences (ucas.edu)

2004 – 2009

Advisors, Relations & Conflicts

No relations added

Expertise

Optimization

2009 – Present

Publications

Training Compact DNNs with ℓ1/2 Regularization
Anda Tang, Lingfeng Niu, Jianyu Miao, Peng Zhang
- Published: 01 Jan 2023, Last Modified: 16 May 2023
- Pattern Recognit. 2023
- Readers: Everyone
Knowledge Graph Embedding by Double Limit Scoring Loss
Xiaofei Zhou, Lingfeng Niu, Qiannan Zhu, Xingquan Zhu, Ping Liu, Jianlong Tan, Li Guo
- 2022 (modified: 11 Jan 2023)
- IEEE Trans. Knowl. Data Eng. 2022
- Readers: Everyone
DigGCN: Learning Compact Graph Convolutional Networks via Diffusion Aggregation
Minglong Lei, Pei Quan, Rongrong Ma, Yong Shi, Lingfeng Niu
- 2022 (modified: 02 Feb 2023)
- IEEE Trans. Cybern. 2022
- Readers: Everyone
Optimal Transport Guided Node Classification in Cross Networks
Lei Zheng, Pei Quan, Minglong Lei, Yang Xiao, Lingfeng Niu
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- ITQM 2022
- Readers: Everyone
Latent neighborhood-based heterogeneous graph representation
Yang Xiao, Pei Quan, Minglong Lei, Lingfeng Niu
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- Neural Networks 2022
- Readers: Everyone
Towards Compact Broad Learning System by Combined Sparse Regularization
Jianyu Miao, Tiejun Yang, Jun-Wei Jin, Lijun Sun, Lingfeng Niu, Yong Shi
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Int. J. Inf. Technol. Decis. Mak. 2022
- Readers: Everyone
Sparse CapsNet with explicit regularizer
Ruiyang Shi, Lingfeng Niu, Ruizhi Zhou
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Pattern Recognit. 2022
- Readers: Everyone
Sparse Learning for Neural Networks with A Generalized Sparse Regularization
Anda Tang, Tongsheng Yao, Lingfeng Niu, Yong Shi
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- ITQM 2022
- Readers: Everyone
Graph regularized locally linear embedding for unsupervised feature selection
Jianyu Miao, Tiejun Yang, Lijun Sun, Xuan Fei, Lingfeng Niu, Yong Shi
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Pattern Recognit. 2022
- Readers: Everyone
Optimization Strategies for Client Drift in Federated Learning: A review
Yong Shi, Yuanying Zhang, Yang Xiao, Lingfeng Niu
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- ITQM 2022
- Readers: Everyone

Co-Authors