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Daokun Zhang
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Year
Network representation learning: a survey
D Zhang, J Yin, X Zhu, C Zhang
IEEE Transactions on Big Data, 2020
7702020
Metagraph2vec: Complex semantic path augmented heterogeneous network embedding
D Zhang, J Yin, X Zhu, C Zhang
Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018
1472018
Towards unsupervised deep graph structure learning
Y Liu, Y Zheng, D Zhang, H Chen, H Peng, S Pan
Proceedings of the ACM Web Conference 2022, 1392-1403, 2022
1402022
Homophily, structure, and content augmented network representation learning
D Zhang, J Yin, X Zhu, C Zhang
2016 IEEE 16th international conference on data mining (ICDM), 609-618, 2016
1292016
User profile preserving social network embedding
D Zhang, J Yin, X Zhu, C Zhang
IJCAI International Joint Conference on Artificial Intelligence, 2017
1122017
Attributed network embedding via subspace discovery
D Zhang, J Yin, X Zhu, C Zhang
Data Mining and Knowledge Discovery 33, 1953-1980, 2019
612019
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
Y Liu, Y Zheng, D Zhang, V Lee, S Pan
AAAI Conference on Artificial Intelligence (AAAI), 2023
462023
Estimating urban functional distributions with semantics preserved POI embedding
W Huang, L Cui, M Chen, D Zhang, Y Yao
International Journal of Geographical Information Science 36 (10), 1905-1930, 2022
452022
Collective classification via discriminative matrix factorization on sparsely labeled networks
D Zhang, J Yin, X Zhu, C Zhang
Proceedings of the 25th ACM international on conference on information and …, 2016
452016
SINE: Scalable Incomplete Network Embedding
D Zhang, J Yin, X Zhu, C Zhang
2018 IEEE International Conference on Data Mining (ICDM), 737-746, 2018
422018
Learning urban region representations with POIs and hierarchical graph infomax
W Huang, D Zhang, G Mai, X Guo, L Cui
ISPRS Journal of Photogrammetry and Remote Sensing 196, 134-145, 2023
252023
The application of artificial intelligence to accelerate GPCR drug discovery
ATN Nguyen, DTN Nguyen, HY Koh, J Toskov, W MacLean, A Xu, ...
British Journal of Pharmacology, 2023
17*2023
Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images
Z Wang, Q Gao, X Yi, X Zhang, Y Zhang, D Zhang, P Liņ, C Bain, ...
Computer Methods and Programs in Biomedicine 241, 107733, 2023
82023
Tuning the mechanical anisotropy of biphenylene by boron and nitrogen doping
X Ren, K Wang, Y Yu, D Zhang, G Zhang, Y Cheng
Computational Materials Science 222, 112119, 2023
72023
Link Prediction with Contextualized Self-Supervision
D Zhang, J Yin, PS Yu
IEEE Transactions on Knowledge and Data Engineering, 2022
72022
Spectral dual-channel encoding for image dehazing
Z Zhu, D Zhang, Z Wang, S Feng, P Duan
IEEE Transactions on Circuits and Systems for Video Technology 33 (11), 6236 …, 2023
62023
GraphormerDTI: A graph transformer-based approach for drug-target interaction prediction
M Gao, D Zhang, Y Chen, Y Zhang, Z Wang, X Wang, S Li, Y Guo, ...
Computers in Biology and Medicine, 108339, 2024
42024
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment
Q Ding, D Zhang, J Yin
IEEE International Conference on Data Mining (ICDM), 2022
42022
Towards complex dynamic physics system simulation with graph neural ordinary equations
G Shi, D Zhang, M Jin, S Pan, SY Philip
Neural Networks 176, 106341, 2024
3*2024
Search efficient binary network embedding
D Zhang, J Yin, X Zhu, C Zhang
ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (4), 1-27, 2021
32021
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