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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  
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks Journal article
Yang, Dingqi, Qu, Bingqing, Yang, Jie, Cudre-Mauroux, Philippe. LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 4(4), 843-1855.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Yang, Jie;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:52 TC[Scopus]:51  IF:8.9/8.8 | Submit date：2022/07/18
User Mobility  Social Relationship  Location-based Social Network  Heterogeneous Hypergraph  Graph Embedding  
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  
Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment! Journal article
Deng, Bangchao, Yang, Dingqi, Qu, Bingqing, Fankhauser, Benjamin, Cudre-Mauroux, Philippe. Robust Location Prediction over Sparse Spatiotemporal Trajectory Data: Flashback to the Right Moment![J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(5), 90.
Authors:  Deng, Bangchao;  Yang, Dingqi;  Qu, Bingqing;  Fankhauser, Benjamin;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.2/8.5 | Submit date：2023/08/12
Location Prediction  Sparse Trajectory  User Mobility  Recurrent Neural Networks  
Nessy: A Neuro-Symbolic System for Label Noise Reduction Journal article
Smirnova, Alisa, Yang, Jie, Yang, Dingqi, Cudre-Mauroux, Philippe. Nessy: A Neuro-Symbolic System for Label Noise Reduction[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(8), 8300 - 8311.
Authors:  Smirnova, Alisa;  Yang, Jie;  Yang, Dingqi;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2022/08/30
Noise Reduction  Neuro-symbolic Systems  Deep Probabilistic Model  Relation Extraction  Distant Supervision  
Streaming Graph Embeddings via Incremental Neighborhood Sketching Journal article
Yang, Dingqi, Qu, Bingqing, Yang, Jie, Wang, Liang, Cudre-Mauroux, Philippe. Streaming Graph Embeddings via Incremental Neighborhood Sketching[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(5), 5296-5310.
Authors:  Yang, Dingqi;  Qu, Bingqing;  Yang, Jie;  Wang, Liang;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.9/8.8 | Submit date：2022/05/17
Dynamic Graph Embedding  Streaming Graph  Concept Drift  Data Sketching  Consistent Weighted Sampling  
Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities Journal article
Yang, Dingqi, Qu, Bingqing, Cudre-Mauroux, Philippe. Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities[J]. IEEE Intelligent Systems, 2021, 36(5).
Authors:  Yang, Dingqi;  Qu, Bingqing;  Cudre-Mauroux, Philippe
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:5.6/5.6 | Submit date：2022/07/18
Location-centric Social Media  Urban Analytics  Smart City  
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