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SimpleChrome: Encoding of Combinatorial Effects for Predicting Gene Expression

Dec 17, 2020
Wei Cheng, Ghulam Murtaza, Aaron Wang


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Learning to Drop: Robust Graph Neural Network via Topological Denoising

Nov 13, 2020
Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang

* WSDM 2021 

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Parameterized Explainer for Graph Neural Network

Nov 09, 2020
Dongsheng Luo, Wei Cheng, Dongkuan Xu, Wenchao Yu, Bo Zong, Haifeng Chen, Xiang Zhang

* NeurIPS 2020 

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T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting

Oct 26, 2020
Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong

* Accepted by ICDM 2020 

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Generalizing Variational Autoencoders with Hierarchical Empirical Bayes

Jul 20, 2020
Wei Cheng, Gregory Darnell, Sohini Ramachandran, Lorin Crawford

* 13 pages 

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Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation

Dec 18, 2019
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo

* AAAI 2020 

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Semantic Graph Convolutional Network for Implicit Discourse Relation Classification

Oct 21, 2019
Yingxue Zhang, Ping Jian, Fandong Meng, Ruiying Geng, Wei Cheng, Jie Zhou

* 8 pages, 4 figures 

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Learning Robust Representations with Graph Denoising Policy Network

Oct 04, 2019
Lu Wang, Wenchao Yu, Wei Wang, Wei Cheng, Wei Zhang, Hongyuan Zha, Xiaofeng He, Haifeng Chen

* 10 pages 

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A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Nov 20, 2018
Chuxu Zhang, Dongjin Song, Yuncong Chen, Xinyang Feng, Cristian Lumezanu, Wei Cheng, Jingchao Ni, Bo Zong, Haifeng Chen, Nitesh V. Chawla


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Target Transfer Q-Learning and Its Convergence Analysis

Sep 21, 2018
Yue Wang, Qi Meng, Wei Cheng, Yuting Liug, Zhi-Ming Ma, Tie-Yan Liu


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A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Aug 14, 2017
Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison Cottrell

* International Joint Conference on Artificial Intelligence (IJCAI), 2017 

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FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification

Apr 25, 2017
Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo


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FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras

Nov 29, 2016
Lan Xu, Lu Fang, Wei Cheng, Kaiwen Guo, Guyue Zhou, Qionghai Dai, Yebin Liu

* This paper has been withdrawn by the author due to a crucial sign error 

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Particle Swarm Optimized Power Consumption of Trilateration

Feb 08, 2016
Hussein S. Al-Olimat, Robert C. Green II, Mansoor Alam, Vijay Devabhaktuni, Wei Cheng

* International Journal in Foundations of Computer Science & Technology (IJFCST), Vol.4, No.4, July 2014 
* 19 Pages, 13 Figures, 10 Tables, Journal 

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