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Jingchao Ni
Jingchao Ni
Amazon Web Services (Ph.D., Penn State)
Dirección de correo verificada de amazon.com - Página principal
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A deep neural network for unsupervised anomaly detection and diagnosis in multivariate time series data
C Zhang, D Song, Y Chen, X Feng, C Lumezanu, W Cheng, J Ni, B Zong, ...
Proceedings of the AAAI conference on artificial intelligence 33 (01), 1409-1416, 2019
4432019
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
1302020
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
802021
Co-regularized deep multi-network embedding
J Ni, S Chang, X Liu, W Cheng, H Chen, D Xu, X Zhang
Proceedings of the 2018 world wide web conference, 469-478, 2018
602018
Inside the atoms: ranking on a network of networks
J Ni, H Tong, W Fan, X Zhang
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
602014
Flexible and robust multi-network clustering
J Ni, H Tong, W Fan, X Zhang
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
572015
Heterogeneous graph matching networks
S Wang, Z Chen, X Yu, D Li, J Ni, LA Tang, J Gui, Z Li, H Chen, PS Yu
arXiv preprint arXiv:1910.08074, 2019
562019
Structural temporal graph neural networks for anomaly detection in dynamic graphs
L Cai, Z Chen, C Luo, J Gui, J Ni, D Li, H Chen
Proceedings of the 30th ACM international conference on Information …, 2021
342021
Disease gene prioritization by integrating tissue-specific molecular networks using a robust multi-network model
J Ni, M Koyuturk, H Tong, J Haines, R Xu, X Zhang
BMC bioinformatics 17, 1-13, 2016
342016
Many heads are better than one: Local community detection by the multi-walker chain
Y Bian, J Ni, W Cheng, X Zhang
2017 IEEE International Conference on Data Mining (ICDM), 21-30, 2017
312017
Asymmetrical hierarchical networks with attentive interactions for interpretable review-based recommendation
X Dong, J Ni, W Cheng, Z Chen, B Zong, D Song, Y Liu, H Chen, ...
Proceedings of the AAAI conference on artificial intelligence 34 (05), 7667-7674, 2020
282020
Adversarial defense framework for graph neural network
S Wang, Z Chen, J Ni, X Yu, Z Li, H Chen, PS Yu
arXiv preprint arXiv:1905.03679, 2019
222019
Convolutional transformer based dual discriminator generative adversarial networks for video anomaly detection
X Feng, D Song, Y Chen, Z Chen, J Ni, H Chen
Proceedings of the 29th ACM International Conference on Multimedia, 5546-5554, 2021
212021
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
212020
Adaptive neural network for node classification in dynamic networks
D Xu, W Cheng, D Luo, Y Gu, X Liu, J Ni, B Zong, H Chen, X Zhang
2019 IEEE International Conference on Data Mining (ICDM), 1402-1407, 2019
212019
Attentional heterogeneous graph neural network: Application to program reidentification
S Wang, Z Chen, D Li, Z Li, LA Tang, J Ni, J Rhee, H Chen, PS Yu
Proceedings of the 2019 SIAM International Conference on Data Mining, 693-701, 2019
212019
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
212019
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, 2020
202020
Deep multi-graph clustering via attentive cross-graph association
D Luo, J Ni, S Wang, Y Bian, X Yu, X Zhang
Proceedings of the 13th international conference on web search and data …, 2020
192020
Multi-scale one-class recurrent neural networks for discrete event sequence anomaly detection
Z Wang, Z Chen, J Ni, H Liu, H Chen, J Tang
Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021
182021
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