Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs

Mingyang Chen, Wen Zhang, Wei Zhang, +2

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningMingyang Chen +20

PaStaNet: Toward Human Activity Knowledge Engine

Yong–Lu Li, Liang Xu, Xinpeng Liu, +7

EngineeringMachine LearningKnowledge ExtractionImage-based ActivitySemantic Web +18

FedE: Embedding Knowledge Graphs in Federated Setting

Mingyang Chen, Wen Zhang, Zonggang Yuan, +2

EngineeringGraph DatabaseSemanticsSemantic WebKnowledge Graph Embeddings +18

Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

Mingyang Chen, Wen Zhang, Yushan Zhu, +4

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

EngineeringMachine LearningContinuous Vector SpacesMultilingual PretrainingText Mining +19

Relational Message Passing for Fully Inductive Knowledge Graph Completion

Yuxia Geng, Jiaoyan Chen, Jeff Z. Pan, +4

SpeeChin

Ruidong Zhang, Mingyang Chen, Benjamin Steeper, +7

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

One-syllable NonwordsImage AnalysisEngineeringDeep LearningHealth Sciences +13

Assessing the management effectiveness of China's marine protected areas: Challenges and recommendations

Xu Zeng, Mingyang Chen, Cong Zeng, +7

Ocean & Coastal Management

Coastal ManagementMarine ResourceEngineeringManagement EffectivenessOcean Space Utilization +5

Federated knowledge graph completion via embedding-contrastive learning

Mingyang Chen, Wen Zhang, Zonggang Yuan, +2

Knowledge-Based Systems

EngineeringGraph TheoryMachine LearningData ScienceKnowledge Graph Embeddings +5

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting

Mingyang Chen, Wen Zhang, Zhen Yao, +4

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Artificial IntelligenceKnowledge ExtrapolationEngineeringMachine LearningSemantic Web +25

Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer

Wen Zhang, Yushan Zhu, Mingyang Chen, +5

Artificial IntelligenceEngineeringMachine LearningNatural Language ProcessingMultimodal Llm +19