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Temporal Graph Multi-Aspect Embeddings Journal article
Sun, Aimin, Gong, Zhiguo. Temporal Graph Multi-Aspect Embeddings[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 7102-7114.
Authors:  Sun, Aimin;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/06/05
Graph Embedding  Temporal Graph  Multi-aspect  Hierarchical Dirichlet Process  
Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition Journal article
Li, Cunbo, Li, Peiyang, Chen, Zhaojin, Yang, Lei, Li, Fali, Wan, Feng, Cao, Zehong, Yao, Dezhong, Lu, Bao Liang, Xu, Peng. Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024.
Authors:  Li, Cunbo;  Li, Peiyang;  Chen, Zhaojin;  Yang, Lei;  Li, Fali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/10/10
Affective Brain-computer Interface (Abci) System  Cognition-inspired Learning  Electroencephalogram (Eeg) Brain Networks  Emotion Recognition  Geometry Manifold  Graph Embedding  L1-norm Space  
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]:1 TC[Scopus]:1  IF:8.9/8.8 | Submit date：2023/08/12
Knowledge Graph Embedding  Entity Types  Instance Completion  Fast And Slow Thinking  
Discriminative Regression With Adaptive Graph Diffusion Journal article
Wen, Jie, Deng, Shijie, Fei, Lunke, Zhang, Zheng, Zhang, Bob, Zhang, Zhao, Xu, Yong. Discriminative Regression With Adaptive Graph Diffusion[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(2), 1797-1809.
Authors:  Wen, Jie;  Deng, Shijie;  Fei, Lunke;  Zhang, Zheng;  Zhang, Bob; et al.
Favorite | TC[WOS]:31 TC[Scopus]:14  IF:10.2/10.4 | Submit date：2022/08/05
Graph Diffusion  Graph Embedding  Linear Regression (Lr)  Local Structure  
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]:55 TC[Scopus]:57  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  
Multi-graph embedding for partial label learning Journal article
Li,Hongyan, Vong,Chi Man, Wan,Zhonglin. Multi-graph embedding for partial label learning[J]. Neural Computing and Applications, 2023, 35, 20253–20271.
Authors:  Li,Hongyan;  Vong,Chi Man;  Wan,Zhonglin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.7 | Submit date：2023/08/03
Disambiguation  Graph Structure  Multi-graph Embedding  Partial Label Learning  
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]:5 TC[Scopus]:5  IF:8.9/8.8 | Submit date：2022/05/17
Dynamic Graph Embedding  Streaming Graph  Concept Drift  Data Sketching  Consistent Weighted Sampling  
Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Cong Wang, Zhenghua Xu, Jianming Lv, Xueliang Li, Kaishun Wu, Weiwen Liu. Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(12), 7079-7090.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Cong Wang;  Zhenghua Xu; et al.
Favorite | TC[WOS]:21 TC[Scopus]:20  IF:10.2/10.4 | Submit date：2023/01/30
Adversarial Learning  Graph Neural Network  Inductive Learning  Negative Sampling (Ns)  Network Embedding