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Shirui Pan
Shirui Pan
Full Professor, ARC Future Fellow, FQA, Director of TrustAGI Lab, Griffith University
在 griffith.edu.au 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A comprehensive survey on graph neural networks
Z Wu, S Pan, F Chen, G Long, C Zhang, PS Yu
IEEE Transactions on Neural Networks and Learning Systems 32 (1), 4-24, 2020
85242020
A survey on knowledge graphs: Representation, acquisition and applications
S Ji, S Pan, E Cambria, P Marttinen, PS Yu
IEEE Transactions on Neural Networks and Learning Systems, 2021
19172021
Graph WaveNet for Deep Spatial-Temporal Graph Modeling
Z Wu, S Pan, G Long, J Jiang, C Zhang
International Joint Conference on Artificial Intelligence, IJCAI-19, 2019
16862019
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
Z Wu, S Pan, G Long, J Jiang, X Chang, C Zhang
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-20, 2020
10652020
Adversarially Regularized Graph Autoencoder for Graph Embedding
S Pan, R Hu, G Long, J Jiang, L Yao, C Zhang
International Joint Conference on Artificial Intelligence, IJCAI-18, 2609-2615, 2018
9202018
DiSAN: Directional self-attention network for rnn/cnn-free language understanding
T Shen, T Zhou, G Long, J Jiang, S Pan, C Zhang
AAAI Conference on Artificial Intelligence, AAAI-18, 2018
8392018
Tri-Party Deep Network Representation
S Pan, J Wu, X Zhu, C Zhang, Y Wang
International Joint Conference on Artificial Intelligence, IJCAI-16, 1895-1901, 2016
5042016
Attributed Graph Clustering: A Deep Attentional Embedding Approach
C Wang, S Pan, R Hu, G Long, J Jiang, C Zhang
International Joint Conference on Artificial Intelligence, IJCAI-19, 2019
4522019
MGAE: Marginalized graph autoencoder for graph clustering
C Wang, S Pan, G Long, X Zhu, J Jiang
CIKM 2017 - Proceedings of the 2017 ACM on Conference on Information and …, 2017
4292017
Graph self-supervised learning: A survey
Y Liu, M Jin, S Pan, C Zhou, Y Zheng, F Xia, PS Yu
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
4012022
Graph Learning: A Survey
F Xia, K Sun, S Yu, A Aziz, L Wan, S Pan, H Liu
IEEE Transactions on Artificial Intelligence (TAI), 2021
3042021
Learning graph embedding with adversarial training methods
S Pan, R Hu, S Fung, G Long, J Jiang, C Zhang
IEEE Transactions on Cybernetics (TCYB), 2020
2892020
A survey of community detection approaches: From statistical modeling to deep learning
D Jin, Z Yu, P Jiao, S Pan, PS Yu, W Zhang
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
2782021
Iterative views agreement: An iterative low-rank based structured optimization method to multi-view spectral clustering
Y Wang, W Zhang, L Wu, X Lin, M Fang, S Pan
International Joint Conference on Artificial Intelligence, IJCAI-16, 2016
2582016
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
Y Liu, Z Li, S Pan, C Gong, C Zhou, G Karypis
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
2132021
Unifying Large Language Models and Knowledge Graphs: A Roadmap
S Pan, L Luo, Y Wang, C Chen, J Wang, X Wu
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
2052024
Suicidal ideation detection: A review of machine learning methods and applications
S Ji, S Pan, X Li, E Cambria, G Long, Z Huang
IEEE Transactions on Computational Social Systems, 2019
2012019
Supervised learning for suicidal ideation detection in online user content
S Ji, CP Yu, S Fung, S Pan, G Long
Complexity 2018, 2018
1932018
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network
S Wan, C Gong, P Zhong, S Pan, G Li, J Yang
IEEE Transactions on Geoscience and Remote Sensing, TGRS, 2020
1532020
Unsupervised Domain Adaptive Graph Convolutional Networks
M Wu, S Pan, C Zhou, X Chang, X Zhu
The Web Conference, WWW-20, 2020
1512020
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