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Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction Journal article
Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, Philippe Cudre-Mauroux. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36(6), 2614-2628.
Authors:  Yuhuan Lu;  Dingqi Yang;  Pengyang Wang;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2023/12/13
Hyper-relation  Knowledge Graph Embedding  Link Prediction  Schema  
Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning Conference paper
Yu, Weijian, Yang, Jie, Yang, Dingqi. Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning[C], New York, NY, United States:Association for Computing Machinery, 2024, 2282-2293.
Authors:  Yu, Weijian;  Yang, Jie;  Yang, Dingqi
Favorite | TC[Scopus]:2 | Submit date：2024/06/05
Hyper-relation  Link Prediction  Noisy Knowledge Graph  
HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation Journal article
Huo,Yujia, Wong,Derek F., Ni,Lionel M., Chao,Lidia S., Zhang,Jing. HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation[J]. Knowledge-Based Systems, 2020, 207, 106389.
Authors:  Huo,Yujia;  Wong,Derek F.;  Ni,Lionel M.;  Chao,Lidia S.;  Zhang,Jing
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:7.2/7.4 | Submit date：2021/03/11
Causal Reasoning  Knowledge Representation  Learning Diagnostics  Relation Prediction  
HeTROPY: Explainable Learning Diagnostics Via Heterogeneous Maximum-Entropy and Multi-Spatial Knowledge Representation Journal article
Huo, Y., Wong, F., Ni, M., Chao, S., Zhang, J.. HeTROPY: Explainable Learning Diagnostics Via Heterogeneous Maximum-Entropy and Multi-Spatial Knowledge Representation[J]. Knowledge-Based Systems, 2020, 1-10.
Authors:  Huo, Y.;  Wong, F.;  Ni, M.;  Chao, S.;  Zhang, J.
Favorite |   IF:7.2/7.4 | Submit date：2022/08/08
Causal Reasoning  Knowledge Representation  Learning Diagnostics  Relation Prediction  
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction Conference paper
Paolo Rosso, Dingqi Yang, Philippe Cudré-Mauroux. Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction[C], ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA:Association for Computing Machinery, 2020, 1885-1896.
Authors:  Paolo Rosso;  Dingqi Yang;  Philippe Cudré-Mauroux
Favorite | TC[WOS]:84 TC[Scopus]:120 | Submit date：2021/03/11
Knowledge Graph Embedding  Hyper-relation  Link Prediction