Xiaocao Ouyang

Multimodal federated learning: Concept, methods, applications and future directions

Wei Huang, Dexian Wang, Xiaocao Ouyang et al. · Information Fusion · 2024 · 61 citations

Artificial Intelligence, Engineering, Machine Learning +5

Multi-city traffic flow forecasting via multi-task learning

Yiling Zhang, Yan Yang, Wei Zhou et al. · Applied Intelligence · 2021 · 38 citations

Intelligent Traffic Management, Engineering, Machine Learning +6

Domain adversarial graph neural network with cross-city graph structure learning for traffic prediction

Xiaocao Ouyang, Yan Yang, Yiling Zhang et al. · Knowledge-Based Systems · 2023 · 34 citations

Engineering, Graph Theory, Machine Learning +9

CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities

Xiaocao Ouyang, Yan Yang, Wei Zhou et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 31 citations

Artificial Intelligence, Engineering, Machine Learning +17

Spatial-Temporal Dynamic Graph Convolution Neural Network for Air Quality Prediction

Xiaocao Ouyang, Yan Yang, Wei Zhou · 2021 · 22 citations

Graph Neural Network, Environmental Monitoring, Machine Learning +15