549 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Hong Kong University of Science and TechnologyHK16 papers
- Chinese Academy of SciencesCN3 papers
- National University of SingaporeSG3 papers
- South China University of TechnologyCN3 papers
- University of Hong KongHK3 papers
- Chongqing UniversityCN2 papers
- East China Normal UniversityCN2 papers
- Guangzhou UniversityCN2 papers
- Harvard UniversityUS2 papers
- Institute of PhysicsPL2 papers
- National Laboratory for SuperconductivityCN2 papers
- Oak Ridge National LaboratoryUS2 papers
3 papers · 2 filters
FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
Federated learning allows multiple clients to collaboratively train a model without exchanging their data, thus preserving data privacy. Unfortunately, it suffers significant perfo…
Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems
Wei Liu, Zhilu Lai, Kiran Bacsa +1
Accurate structural response prediction forms a main driver for structural health monitoring and control applications. This often requires the proposed model to adequately capture…
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting
Juyong Jiang, Binqing Wu, Ling Chen +2
Traffic forecasting is an essential problem in urban planning and computing. The complex dynamic spatial-temporal dependencies among traffic objects (e.g., sensors and road segment…