Guodong Long
Guodong Long
Associate Professor, Australian AI Institute, University of Technology Sydney
Verified email at uts.edu.au - Homepage
Title
Cited by
Cited by
Year
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 (TNNLS) 32 (1), 4-24, 2020
18482020
Disan: Directional self-attention network for rnn/cnn-free language understanding
T Shen, T Zhou, G Long, J Jiang, S Pan, C Zhang
Association for the Advancement of Artificial Intelligence (AAAI) 2018, 5446 …, 2018
4752018
Adversarially Regularized Graph Autoencoder for Graph Embedding
S Pan, R Hu, G Long, J Jiang, L Yao, C Zhang
(IJCAI) International Joint Conference on Artificial Intelligence 2018, 2609 …, 2018
2692018
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) 2019, 1907 …, 2019
1682019
Optimal cloud resource auto-scaling for web applications
J Jiang, J Lu, G Zhang, G Long
IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing …, 2013
1552013
Scaling-up item-based collaborative filtering recommendation algorithm based on hadoop
J Jiang, J Lu, G Zhang, G Long
IEEE World Congress on Services (SERVICES), 490-497, 2011
1252011
Mgae: Marginalized graph autoencoder for graph clustering
C Wang, S Pan, G Long, X Zhu, J Jiang
ACM on Conference on Information and Knowledge Management (CIKM), 889-898, 2017
1142017
Bi-directional block self-attention for fast and memory-efficient sequence modeling
T Shen, T Zhou, G Long, J Jiang, C Zhang
(ICLR) International Conference on Learning Representations 2018, 1-18, 2018
1122018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling
T Shen, T Zhou, G Long, J Jiang, S Wang, C Zhang
International Joint Conference on Artificial Intelligence (IJCAI) 2018, 4345 …, 2018
892018
Learning graph embedding with adversarial training methods
S Pan, R Hu, S Fung, G Long, J Jiang, C Zhang
IEEE transactions on cybernetics (TCYB) 50 (6), 2475-2487, 2020
872020
Diagnosis code assignment using sparsity-based disease correlation embedding
S Wang, X Chang, X Li, G Long, L Yao, Q Sheng
IEEE Transactions on Knowledge & Data Engineering (TKDE) 28 (12), 3191-3202 …, 2016
772016
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) 2019, 3670 …, 2019
622019
NeuRec: On Nonlinear Transformation for Personalized Ranking
S Zhang, L Yao, A Sun, S Wang, G Long, M Dong
International Joint Conference on Artificial Intelligence (IJCAI) 2018, 3669 …, 2018
512018
Task sensitive feature exploration and learning for multitask graph classification
S Pan, J Wu, X Zhu, G Long, C Zhang
IEEE transactions on cybernetics (TCYB) 47 (3), 744-758, 2017
472017
Dynamic Concept Composition for Zero-Example Event Detection.
X Chang, Y Yang, G Long, C Zhang, AG Hauptmann
Association for the Advancement of Artificial Intelligence (AAAI), 3464-3470, 2016
452016
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
Z Wu, S Pan, G Long, J Jiang, X Chang, C Zhang
(SIGKDD) ACM SIG on Knowledge Discovery and Data Mining 2020, 753-763, 2020
442020
Learning to Propagate for Graph Meta-Learning
L Liu, T Zhou, G Long, J Jiang, C Zhang
The 33rd Conference on Neural Information Processing Systems (NeurIPS) 2019 …, 2019
442019
Supervised Learning for Suicidal Ideation Detection in Online User Content
S Ji, CP Yu, S Fung, S Pan, G Long
Complexity 2018, 6157249:1-6157249:10, 2018
442018
Learning multiple diagnosis codes for ICU patients with local disease correlation mining
S Wang, X Li, X Chang*, L Yao, QZ Sheng, G Long
ACM Transactions on Knowledge Discovery from Data (TKDD) 11 (3), 1-21, 2017
442017
Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph
L Liu, T Zhou, G Long, J Jiang, L Yao, C Zhang
International Joint Conference on Artificial Intelligence (IJCAI) 2019, 3015 …, 2019
412019
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