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Wenchao Yu
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Parameterized explainer for graph neural network
D Luo, W Cheng, D Xu, W Yu, B Zong, H Chen, X Zhang
Advances in neural information processing systems 33, 19620-19631, 2020
4572020
Netwalk: A flexible deep embedding approach for anomaly detection in dynamic networks
W Yu, W Cheng, CC Aggarwal, K Zhang, H Chen, W Wang
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
3492018
Robust graph representation learning via neural sparsification
C Zheng, B Zong, W Cheng, D Song, J Ni, W Yu, H Chen, W Wang
International Conference on Machine Learning, 11458-11468, 2020
2452020
Learning deep network representations with adversarially regularized autoencoders
W Yu, C Zheng, W Cheng, CC Aggarwal, D Song, B Zong, H Chen, ...
Proceedings of the 24th ACM SIGKDD international conference on knowledge …, 2018
2072018
Learning to drop: Robust graph neural network via topological denoising
D Luo, W Cheng, W Yu, B Zong, J Ni, H Chen, X Zhang
Proceedings of the 14th ACM international conference on web search and data …, 2021
1942021
Universal representationlearning of knowledge bases by jointly embedding instances and ontological concepts
J Hao, M Chen, W Yu, Y Sun, W Wang
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
1682019
Learning deep representations via extreme learning machines
W Yu, F Zhuang, Q He, Z Shi
Neurocomputing 149, 308-315, 2015
1182015
Short text feature selection for micro-blog mining
Z Liu, W Yu, W Chen, S Wang, F Wu
2010 International Conference on Computational Intelligence and Software …, 2010
1122010
Link Prediction with Spatial and Temporal Consistency in Dynamic Networks
W Yu, W Cheng, CC Aggarwal, H Chen, W Wang
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
942017
Temporally factorized network modeling for evolutionary network analysis
W Yu, CC Aggarwal, W Wang
Proceedings of the Tenth ACM International conference on web search and data …, 2017
782017
Toward automating HIV identification: machine learning for rapid identification of HIV-related social media data
SD Young, W Yu, W Wang
JAIDS Journal of Acquired Immune Deficiency Syndromes 74, S128-S131, 2017
692017
Embedding with autoencoder regularization
W Yu, G Zeng, P Luo, F Zhuang, Q He, Z Shi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013
572013
Tensorized LSTM with adaptive shared memory for learning trends in multivariate time series
D Xu, W Cheng, B Zong, D Song, J Ni, W Yu, Y Liu, H Chen, X Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1395-1402, 2020
332020
Transfer learning with multiple sources via consensus regularized autoencoders
F Zhuang, X Cheng, SJ Pan, W Yu, Q He, Z Shi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014
322014
Inductive and unsupervised representation learning on graph structured objects
L Wang, B Zong, Q Ma, W Cheng, J Ni, W Yu, Y Liu, D Song, H Chen, ...
International conference on learning representations, 2019
312019
Deep co-clustering
D Xu, W Cheng, B Zong, J Ni, D Song, W Yu, Y Chen, H Chen, X Zhang
Proceedings of the 2019 SIAM International Conference on Data Mining, 414-422, 2019
282019
Learning Robust Representations with Graph Denoising Policy Network
L Wang, W Yu, W Wang, W Cheng, W Zhang, H Zha, X He, H Chen
2019 IEEE International Conference on Data Mining (ICDM), 1378-1383, 2019
252019
Adversarial Cooperative Imitation Learning for Dynamic Treatment Regimes
L Wang, W Yu, X He, W Cheng, MR Ren, W Wang, B Zong, H Chen, ...
Proceedings of The Web Conference 2020, 1785-1795, 2020
212020
You are what and where you are: Graph enhanced attention network for explainable poi recommendation
Z Li, W Cheng, H Xiao, W Yu, H Chen, W Wang
Proceedings of the 30th ACM International conference on information …, 2021
192021
Time series contrastive learning with information-aware augmentations
D Luo, W Cheng, Y Wang, D Xu, J Ni, W Yu, X Zhang, Y Liu, Y Chen, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4534-4542, 2023
172023
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