Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources

Qingyao Wu, Hanrui Wu, Xiaoming Zhou, +4

IEEE Transactions on Knowledge and Data Engineering

Target DomainEngineeringMachine LearningMistake BoundsText Mining +15

Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation

Yuguang Yan, Wen Li, Hanrui Wu, +3

EngineeringMachine LearningOptimal TransportSemi-supervised Optimal TransportNatural Language Processing +14

Group-preserving label-specific feature selection for multi-label learning

Jia Zhang, Hanrui Wu, Min Jiang, +4

Expert Systems with Applications

Classification MethodMultiple Instance LearningEngineeringMachine LearningData Science +5

Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation

Yuguang Yan, Wen Li, Michael K. Ng, +4

EngineeringMachine LearningText MiningNatural Language ProcessingData Science +14

Geometric Knowledge Embedding for unsupervised domain adaptation

Hanrui Wu, Yuguang Yan, Yuzhong Ye, +2

Knowledge-Based Systems

EngineeringMachine LearningPattern RecognitionGeometric Knowledge EmbeddingDomain Adaptation +4

Hypergraph Convolution on Nodes-Hyperedges Network for Semi-Supervised Node Classification

Hanrui Wu, Michael K. Ng

ACM Transactions on Knowledge Discovery from Data

Natural Language ProcessingGeometric LearningGraph Neural NetworkEngineeringMachine Learning +13

Online transfer learning by leveraging multiple source domains

Qingyao Wu, Xiaoming Zhou, Yuguang Yan, +2

Knowledge and Information Systems

Artificial IntelligenceEngineeringMachine LearningOnline Transfer LearningDomain Adaptation +4

Hypergraph Collaborative Network on Vertices and Hyperedges

Hanrui Wu, Yuguang Yan, Michael K. Ng

IEEE Transactions on Pattern Analysis and Machine Intelligence

Cluster ComputingEngineeringMachine LearningNetwork AnalysisLink Prediction +18

Multi-Source Transfer Learning for EEG Classification Based on Domain Adversarial Neural Network

Dezheng Liu, Jia Zhang, Hanrui Wu, +2

IEEE Transactions on Neural Systems and Rehabilitation Engineering

EngineeringMachine LearningData SciencePattern RecognitionDomain Shift +15

Semi-supervised imbalanced multi-label classification with label propagation

Guodong Du, Jia Zhang, Ning Zhang, +3

Pattern Recognition

Classification MethodEngineeringMachine LearningData ScienceData Mining +6