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Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure


Apr 20, 2021
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

* This paper is a preprint that was accepted in CVPR'21. arXiv admin note: substantial text overlap with arXiv:2005.04366 

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Convolutional Graph-Tensor Net for Graph Data Completion


Mar 07, 2021
Xiao-Yang Liu, Ming Zhu

* IJCAI 2021 

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Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation


Dec 10, 2020
Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou

* Accepted by AAAI 2021 

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ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering


Nov 20, 2020
Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu


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Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat


Nov 20, 2020
Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu


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FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance


Nov 19, 2020
Xiao-Yang Liu, Hongyang Yang, Qian Chen, Runjia Zhang, Liuqing Yang, Bowen Xiao, Christina Dan Wang


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Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization


Aug 13, 2020
Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu

* Accepted by ACM MM 2020 

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Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition


May 09, 2020
Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan


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DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News


Dec 20, 2019
Xinyi Li, Yinchuan Li, Hongyang Yang, Liuqing Yang, Xiao-Yang Liu

* arXiv admin note: text overlap with arXiv:1908.01112 

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A Causal Perspective to Unbiased Conversion Rate Estimation on Data Missing Not at Random


Oct 16, 2019
Wenhao Zhang, Wentian Bao, Xiao-Yang Liu, Keping Yang, Quan Lin, Hong Wen, Ramin Ramezani

* 16 pages, 6 figures, 4 tables 

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Risk Management via Anomaly Circumvent: Mnemonic Deep Learning for Midterm Stock Prediction


Aug 03, 2019
Xinyi Li, Yinchuan Li, Xiao-Yang Liu, Christina Dan Wang


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Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks


Jul 27, 2019
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 13 pages, 13 figures 

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Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks in Smart Cities


Jul 09, 2019
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 12 pages, 13 figures 

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TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation


Jan 28, 2019
Zihan Ding, Xiao-Yang Liu, Miao Yin, Wei Liu, Linghe Kong


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Deep Reinforcement Learning for Intelligent Transportation Systems


Dec 03, 2018
Xiao-Yang Liu, Zihan Ding, Sem Borst, Anwar Walid


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Practical Deep Reinforcement Learning Approach for Stock Trading


Dec 02, 2018
Zhuoran Xiong, Xiao-Yang Liu, Shan Zhong, Hongyang Yang, Anwar Walid


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Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis


Nov 18, 2018
Weijun Lu, Xiao-Yang Liu, Qingwei Wu, Yue Sun, Anwar Walid


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Information Scaling Law of Deep Neural Networks


Feb 13, 2018
Xiao-Yang Liu

* 7 pages, 5 figures 

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An Online Ride-Sharing Path Planning Strategy for Public Vehicle Systems


Dec 27, 2017
Ming Zhu, Xiao-Yang Liu, Xiaodong Wang

* 12 pages 

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Multidimensional Data Tensor Sensing for RF Tomographic Imaging


Dec 16, 2017
Tao Deng, Xiao-Yang Liu, Feng Qian, Anwar Walid

* 6 pages, 4 figures 

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Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization


Nov 07, 2017
Chenxiao Zhu, Lingqing Xu, Xiao-Yang Liu, Feng Qian

* 6 pages, 9 figures 

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3D seismic data denoising using two-dimensional sparse coding scheme


Apr 08, 2017
Ming-Jun Su, Jingbo Chang, Feng Qian, Guangmin Hu, Xiao-Yang Liu


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Efficient Two-Dimensional Sparse Coding Using Tensor-Linear Combination


Mar 28, 2017
Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen


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Graph Regularized Tensor Sparse Coding for Image Representation


Mar 27, 2017
Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen


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Low-tubal-rank Tensor Completion using Alternating Minimization


Oct 05, 2016
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang


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