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Wei Cheng
Wei Cheng
Senior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)
Verified email at nec-labs.com - Homepage
Title
Cited by
Cited by
Year
Biological insights from 108 schizophrenia-associated genetic loci
C Pantelis, GN Papadimitriou, S Papiol, E Parkhomenko, MT Pato, ...
Nature 511 (7510), 421-427, 2014
82422014
Deep autoencoding gaussian mixture model for unsupervised anomaly detection
HC Bo Zong, Qi Song, Martin Renqiang Min, Wei Cheng, Cristian Lumezanu ...
ICLR 2018, 2018
2795*2018
Mapping genomic loci implicates genes and synaptic biology in schizophrenia
Nature, 2022
25702022
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
19932017
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
16742018
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
16262015
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
12132016
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
12002019
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 (NeurIPS'20), 2020
10162020
Analysis of shared heritability in common disorders of the brain
Brainstorm Consortium
Science (New York, NY) 360 (6395), eaap8757, 2018
7832018
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
7262014
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
5372018
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
4112019
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
3612021
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
3422020
Beyond one-model-fits-all: A survey of domain specialization for large language models
X ZHAO, J LU, C DENG, C ZHENG, J WANG, T CHOWDHURY, L YUN, ...
arXiv preprint arXiv 2305, 2023
334*2023
You are what you do: Hunting stealthy malware via data provenance analysis.
Q Wang, WU Hassan, D Li, K Jee, X Yu, K Zou, J Rhee, Z Chen, W Cheng, ...
NDSS, 2020
3272020
InfoGCL: Information-Aware Graph Contrastive Learning
D Xu, W Cheng, D Luo, H Chen, X Zhang
Advances in Neural Information Processing Systems (NeurIPS’21), 2021
2982021
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
2602018
Exploring the limits of chatgpt for query or aspect-based text summarization
X Yang, Y Li, X Zhang, H Chen, W Cheng
arXiv preprint arXiv:2302.08081, 2023
2532023
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