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Wei Cheng
Wei Cheng
Senior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)
Dirección de correo verificada de nec-labs.com - Página principal
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Biological insights from 108 schizophrenia-associated genetic loci
C Pantelis, GN Papadimitriou, S Papiol, E Parkhomenko, MT Pato, ...
Nature 511 (7510), 421-427, 2014
65722014
Analysis of shared heritability in common disorders of the brain
V Anttila, B Bulik-Sullivan, HK Finucane, J Bras, L Duncan, V Escott-Price, ...
Science, 2018
11302018
Modeling linkage disequilibrium increases accuracy of polygenic risk scores
BJ Vilhjálmsson, J Yang, HK Finucane, A Gusev, S Lindström, S Ripke, ...
The american journal of human genetics 97 (4), 576-592, 2015
10652015
Deep autoencoding gaussian mixture model for unsupervised anomaly detection
B Zong, Q Song, MR Min, W Cheng, C Lumezanu, D Cho, H Chen
International conference on learning representations, 2018
10552018
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
Y Qin, D Song, H Cheng, W Cheng, G Jiang, G Cottrell
Proc. 27th Intl. Joint Conf. on Artificial Intelligence (IJCAI'17), 2017
9242017
Contribution of copy number variants to schizophrenia from a genome-wide study of 41,321 subjects
C Marshall, D Howrigan, D Merico, B Thiruvahindrapuram, W Wu, D Greer, ...
Nature Genetics, 2016
7422016
Partitioning heritability of regulatory and cell-type-specific variants across 11 common diseases
A Gusev, SH Lee, G Trynka, H Finucane, BJ Vilhjálmsson, H Xu, C Zang, ...
The American Journal of Human Genetics 95 (5), 535-552, 2014
5872014
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
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
Nature, 2022
2802022
Mapping genomic loci prioritises genes and implicates synaptic biology in schizophrenia
Schizophrenia Working Group of the Psychiatric Genomics Consortium, ...
MedRxiv, 2020.09. 12.20192922, 2020
2592020
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
2232018
Genetic influences on schizophrenia and subcortical brain volumes: large-scale proof of concept
B Franke, JL Stein, S Ripke, V Anttila, DP Hibar, KJE Van Hulzen, ...
Nature neuroscience 19 (3), 420-431, 2016
2152016
Parameterized explainer for graph neural network
D Luo, W Cheng, D Xu, W Yu, B Zong, H Chen, X Zhang
Conference on Neural Information Processing Systems (NeurIPS'20), 2020
1952020
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
1822018
Scaling Up Kernel SVM on Limited Resources: A Low-Rank Linearization Approach
L Lan, Z Wang, S Zhe, W Cheng, J Wang, K Zhang
IEEE Transactions on Neural Networks and Learning Systems 30 (2), 369 - 378, 2018
166*2018
Robust Graph Representation Learning via Neural Sparsification
C Zheng, B Zong, W Cheng, D Song, J Ni, W Yu, H Chen, W Wang
ICML'19, 2019
1292019
Genetic correlation between amyotrophic lateral sclerosis and schizophrenia
RL McLaughlin, D Schijven, W Van Rheenen, KR Van Eijk, M O’Brien, ...
Nature communications 8 (1), 14774, 2017
1122017
Estimation of genetic correlation via linkage disequilibrium score regression and genomic restricted maximum likelihood
G Ni, G Moser, S Ripke, BM Neale, A Corvin, JTR Walters, KH Farh, ...
The American Journal of Human Genetics 102 (6), 1185-1194, 2018
1032018
Flexible and Robust Co-Regularized Multi-Domain Graph Clustering
W Cheng, X Zhang, Z Guo, Y Wu, P Sullivan, W Wang
Poceedings of the ACM SIGKDD International Conference on Knowledge Discovery …, 2013
872013
CNV and Schizophrenia Working Groups of the Psychiatric Genomics Consortium. Contribution of copy number variants to schizophrenia from a genome-wide study of 41,321 subjects
CR Marshall, DP Howrigan, D Merico, B Thiruvahindrapuram, W Wu, ...
Nat Genet 49 (1), 27-35, 2017
852017
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Artículos 1–20