A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, +5

Proceedings of the IEEE

EngineeringMachine LearningData ScienceData MiningPattern Recognition +10

Deep Subdomain Adaptation Network for Image Classification

Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, +5

IEEE Transactions on Neural Networks and Learning Systems

A Survey on Knowledge Graph-Based Recommender Systems

Qingyu Guo, Fuzhen Zhuang, Chuan Qin, +4

IEEE Transactions on Knowledge and Data Engineering

iNAP: An integrated network analysis pipeline for microbiome studies

Kai Feng, Xi Peng, Zheng Zhang, +9

iMeta

Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection

Yang Liu, Xiang Ao, Zidi Qin, +4

Fraud DetectionEngineeringMachine LearningClass Imbalance ProblemGraph Processing +16

Supervised representation learning: transfer learning with deep autoencoders

Fuzhen Zhuang, Xiaohu Cheng, Ping Luo, +2

Multi-representation adaptation network for cross-domain image classification

Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, +4

Neural Networks

Image AnalysisMachine LearningData ScienceMachine VisionPattern Recognition +8

A Comprehensive Survey on Transfer Learning

Fuzhen Zhuang, Zhiyuan Qi, Keyu Duan, +5

arXiv (Cornell University)

EngineeringMachine LearningData ScienceData MiningPattern Recognition +10

Personalized Transfer of User Preferences for Cross-domain Recommendation

Yongchun Zhu, Zhenwei Tang, Yudan Liu, +5

Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining

Personalized TransferGroup RecommendersEngineeringInformation RetrievalData Science +10

Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion

Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringHierarchical AttentionRapid ProliferationGraph Processing +15