Furao Shen

Full Professor, Artificial Intelligence, Nanjing University

Joined

July 2019

Names

Furao Shen (Preferred)

Shen Furao

Emails

****@nju.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Artificial Intelligence, Nanjing University (nju.edu.cn)

2012 – Present

Associate Professor

Artificial Intelligence, Nanjing University (nju.edu.cn)

2007 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Osamu Hasegawa

Present

Expertise

Machine Learning

Present

Neural Networks

Present

Deep Learning

Present

Online Learning

Present

Publications

Dual prototypes for adaptive pre-trained model in class-incremental learning
Xu Zhiming, Suorong Yang, Baile Xu, Furao Shen, Jian Zhao
- Neural Networks
- Readers: Everyone
On-the-Fly Data Augmentation via Gradient-Guided and Sample-Aware Influence Estimation
Suorong Yang, Jie Zong, Lihang Wang, Ziheng Qin, Hai Gan, Pengfei Zhou, Kai Wang, Yang You, Furao Shen
- Submitted to ICLR 2026
- Readers: Everyone
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
Suorong Yang, Peng Ye, Furao Shen, Dongzhan Zhou
- ICML 2025 poster
- Readers: Everyone
A CLIP-Powered Framework for Robust and Generalizable Data Selection
Suorong Yang, Peng Ye, Wanli Ouyang, Dongzhan Zhou, Furao Shen
- ICLR 2025 Spotlight
- Readers: Everyone
Hybrid Directional Graph Neural Network for Molecules
Junyi An, Chao Qu, Zhipeng Zhou, Fenglei Cao, Xu Yinghui, Yuan Qi, Furao Shen
- ICLR 2024 spotlight
- Readers: Everyone
A unified perspective of classification-based loss and distance-based loss for cross-view gait recognition
Feng Han, Xuejian Li, Jian Zhao, Furao Shen
- 2022 (modified: 07 Nov 2022)
- Pattern Recognit. 2022
- Readers: Everyone
An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction
Tianyue Zhang, Furao Shen, Tao Zhu, Jian Zhao
- 2022 (modified: 07 Nov 2022)
- IEEE Trans. Neural Networks Learn. Syst. 2022
- Readers: Everyone
C-Face: Using Compare Face on Face Hallucination for Low-Resolution Face Recognition
Feng Han, Xudong Wang, Furao Shen, Jian Zhao
- 2022 (modified: 07 Nov 2022)
- J. Artif. Intell. Res. 2022
- Readers: Everyone
IC neuron: An efficient unit to construct neural networks
Junyi An, Fengshan Liu, Furao Shen, Jian Zhao, Ruotong Li, Kepan Gao
- 2022 (modified: 07 Nov 2022)
- Neural Networks 2022
- Readers: Everyone
Dynamic Auxiliary Soft Labels for decoupled learning
Yan Wang, Yongshun Zhang, Furao Shen, Jian Zhao
- 2022 (modified: 07 Nov 2022)
- Neural Networks 2022
- Readers: Everyone

View all 117 publications

Co-Authors

View all 264 co-authors