Suivre
Guo Xuan
Titre
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Temporal network embedding for link prediction via vae joint attention mechanism
P Jiao, X Guo, X Jing, D He, H Wu, S Pan, M Gong, W Wang
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7400-7413, 2021
662021
Role-based network embedding via structural features reconstruction with degree-regularized constraint
W Zhang, X Guo, W Wang, Q Tian, L Pan, P Jiao
Knowledge-Based Systems 218, 106872, 2021
332021
A survey on role-oriented network embedding
P Jiao, X Guo, T Pan, W Zhang, Y Pei, L Pan
IEEE Transactions on Big Data 8 (4), 933-952, 2021
232021
Role-oriented graph auto-encoder guided by structural information
X Guo, W Zhang, W Wang, Y Yu, Y Wang, P Jiao
Database Systems for Advanced Applications: 25th International Conference …, 2020
182020
Role discovery-guided network embedding based on autoencoder and attention mechanism
P Jiao, Q Tian, W Zhang, X Guo, D Jin, H Wu
IEEE Transactions on Cybernetics 53 (1), 365-378, 2021
112021
Network Alignment enhanced via modeling heterogeneity of anchor nodes
Y Wang, Q Peng, W Wang, X Guo, M Shao, H Liu, W Liang, L Pan
Knowledge-Based Systems 250, 109116, 2022
102022
Deep Mutual Encode Model for Network Embedding From Structural Identity
H Ke, Y Wang, X Guo, L Pan, P Jiao, W Wang, X Yang
IEEE Access 7, 177484-177496, 2019
72019
Role-oriented Network Embedding Based on Adversarial Learning between Higher-order and Local Features
W Zhang, X Guo, T Pan, C Liu, P Jiao, L Pan, W Wang
Proceedings of the 30th ACM International Conference on Information …, 2021
32021
Learning Stochastic Equivalence based on Discrete Ricci Curvature.
X Guo, Q Tian, W Zhang, W Wang, P Jiao
IJCAI, 1456-1462, 2021
32021
Graph Contrastive Learning via Interventional View Generation
Z Wo, M Shao, W Wang, X Guo, L Lin
Proceedings of the ACM on Web Conference 2024, 1024-1034, 2024
22024
Local Structure and High-Order Feature Preserved Network Embedding Based on Non-Negative Matrix Factorization
Q Tian, L Pan, X Guo, X Li, W Yu, F Li
IEEE Access 8, 225967-225980, 2020
22020
Learning accurate neighborhood-and self-information for higher-order relation prediction in Heterogeneous Information Networks
J Li, X Guo, P Jiao, W Wang
Neurocomputing 613, 128739, 2025
12025
Representation Learning on Heterostructures via Heterogeneous Anonymous Walks
X Guo, P Jiao, W Zhang, T Pan, M Jia, D Shi, W Wang
IEEE Transactions on Neural Networks and Learning Systems 35 (7), 9538-9552, 2024
12024
Counterfactual learning for higher-order relation prediction in heterogeneous information networks
X Guo, J Li, P Jiao, W Zhang, T Li, W Wang
Neural Networks 183, 107024, 2025
2025
Learning Node Representations via Sketching the Generative Process with Events Benefits Link Prediction on Heterogeneous Networks
X Guo, P Jiao, D Shi, J Li, J Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025
2025
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction
J Fu, X Guo, J Hou, W Yu, H Shi, Y Zhao
Knowledge and Information Systems, 1-28, 2024
2024
Graph Contrastive Learning with Node-Level Accurate Difference
P Jiao, K Yu, Q Bao, Y Jiang, X Guo, Z Zhao
Fundamental Research, 2024
2024
Disentangled Representation Learning for Structural Role Discovery
W Zhang, L Pan, X Guo, P Jiao
IEEE Transactions on Computational Social Systems, 2024
2024
HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs
H Liu, P Jiao, X Guo, H Wu, M Gao, J Zhang
IEEE Transactions on Big Data, 2024
2024
Structure-Enhanced Graph Neural ODE Network for Temporal Link Prediction
J Hou, X Guo, J Liu, J Li, L Pan, W Wang
International Conference on Artificial Neural Networks, 563-575, 2023
2023
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