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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]:0  IF:8.9/8.8 | Submit date：2023/12/13
Hyper-relation  Knowledge Graph Embedding  Link Prediction  Schema  
Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs Journal article
Dingqi Yang, Bingqing Qu, Paolo Rosso, Philippe Cudre-Mauroux. Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(3), 1113 - 1129.
Authors:  Dingqi Yang;  Bingqing Qu;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2023/08/12
Knowledge Graph Embedding  Entity Types  Instance Completion  Fast And Slow Thinking  
Revisiting Embedding Based Graph Analyses: Hyperparameters Matter! Journal article
Yang, Dingqi, Qu, Bingqing, Hussein, Rana, Rosso, Paolo, Cudre-Mauroux, Philippe, Liu, Jie. Revisiting Embedding Based Graph Analyses: Hyperparameters Matter![J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(11), 11830-11845.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Hussein, Rana;  Rosso, Paolo;  Cudre-Mauroux, Philippe; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2023/12/06
Graph Analysis  Graph Embedding  Homogeneous Graph  Matrix Factorization  Network Representation  Random Walk  
RETA: A schema-aware, end-to-end solution for instance completion in knowledge graphs Conference paper
Rosso, Paolo, Yang, Dingqi, Ostapuk, Natalia, Cudre-Mauroux, Philippe. RETA: A schema-aware, end-to-end solution for instance completion in knowledge graphs[C], 2021, 845-856.
Authors:  Rosso, Paolo;  Yang, Dingqi;  Ostapuk, Natalia;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:8 TC[Scopus]:15 | Submit date：2021/09/10
Entity Types  Instance Completion  Knowledge Graph Embedding  
Location prediction over sparse user mobility traces using RNNs: Flashback in hidden states! Conference paper
Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, Philippe Cudre-Mauroux. Location prediction over sparse user mobility traces using RNNs: Flashback in hidden states![C], 2021, 2184-2190.
Authors:  Dingqi Yang;  Benjamin Fankhauser;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:103 TC[Scopus]:123 | Submit date：2021/03/11
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]:75 TC[Scopus]:111 | Submit date：2021/03/11
Knowledge Graph Embedding  Hyper-relation  Link Prediction