Li Shen

Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning

Lin Zhang, Li Shen, Liang Ding et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 325 citations

Artificial Intelligence, Engineering, Machine Learning +24

TCCT: Tightly-coupled convolutional transformer on time series forecasting

Li Shen, Yangzhu Wang · Neurocomputing · 2022 · 128 citations · Full text

Ontology-based learning content recommendation

Li Shen, Rui min Shen · International Journal of Continuing Engineering Education and Life-Long Learning · 2005 · 35 citations

Knowledge Base, Engineering, Information Retrieval +13

GBT: Two-stage transformer framework for non-stationary time series forecasting

Li Shen, Yuning Wei, Yangzhu Wang · Neural Networks · 2023 · 33 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +12

Decentralized Directed Collaboration for Personalized Federated Learning

Yingqi Liu, Yifan Shi, Baoyuan Wu et al. · 2024 · 17 citations