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Graph-Driven Generative Models for Heterogeneous Multi-Task Learning

Nov 20, 2019
Wenlin Wang, Hongteng Xu, Zhe Gan, Bai Li, Guoyin Wang, Liqun Chen, Qian Yang, Wenqi Wang, Lawrence Carin

* Accepted by AAAI-2020 

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Collaborative Filtering with A Synthetic Feedback Loop

Oct 21, 2019
Wenlin Wang, Hongteng Xu, Ruiyi Zhang, Wenqi Wang, Lawrence Carin


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An Optimal Transport Framework for Zero-Shot Learning

Oct 20, 2019
Wenlin Wang, Hongteng Xu, Guoyin Wang, Wenqi Wang, Lawrence Carin


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Synthetic Data Generation and Adaption for Object Detection in Smart Vending Machines

Apr 28, 2019
Kai Wang, Fuyuan Shi, Wenqi Wang, Yibing Nan, Shiguo Lian

* 9 pages, 9 figures 

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Towards a Robust Deep Neural Network in Text Domain A Survey

Apr 14, 2019
Wenqi Wang, Lina Wang, Benxiao Tang, Run Wang, Aoshuang Ye


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A survey on Adversarial Attacks and Defenses in Text

Feb 12, 2019
Wenqi Wang, Benxiao Tang, Run Wang, Lina Wang, Aoshuang Ye


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Principal Component Analysis with Tensor Train Subspace

Mar 13, 2018
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron


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Tensor Train Neighborhood Preserving Embedding

Mar 10, 2018
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron

* Accepted to IEEE Transactions on Signal Processing, Mar 2018 

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Topic Compositional Neural Language Model

Feb 26, 2018
Wenlin Wang, Zhe Gan, Wenqi Wang, Dinghan Shen, Jiaji Huang, Wei Ping, Sanjeev Satheesh, Lawrence Carin

* To appear in AISTATS 2018, updated version 

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Wide Compression: Tensor Ring Nets

Feb 25, 2018
Wenqi Wang, Yifan Sun, Brian Eriksson, Wenlin Wang, Vaneet Aggarwal

* Accepted to CVPR 2018 

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Efficient Low Rank Tensor Ring Completion

Jul 23, 2017
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron

* in Proc. ICCV, Oct. 2017. arXiv admin note: text overlap with arXiv:1609.05587 

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Earliness-Aware Deep Convolutional Networks for Early Time Series Classification

Nov 14, 2016
Wenlin Wang, Changyou Chen, Wenqi Wang, Piyush Rai, Lawrence Carin


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Unsupervised clustering under the Union of Polyhedral Cones (UOPC) model

Oct 15, 2016
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron

* Pattern Recognition Letters Volume 100, 1 December 2017, Pages 104-109 

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Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model

Sep 19, 2016
Wenqi Wang, Vaneet Aggarwal, Shuchin Aeron


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On Deterministic Conditions for Subspace Clustering under Missing Data

Jul 11, 2016
Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal


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On deterministic conditions for subspace clustering under missing data

Apr 15, 2016
Wenqi Wang, Shuchin Aeron, Vaneet Aggarwal

* IEEE International Symposium on Information Theory (ISIT), Barcelona, pp. 850-854 (2016) 
* To appear in proceedings of ISIT 2016 

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