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Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition

Oct 26, 2020
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J Caselli, Eric M Reiman, Yalin Wang

* Accepted by Medical Image Analysis 

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A Traffic Light Dynamic Control Algorithm with Deep Reinforcement Learning Based on GNN Prediction

Sep 29, 2020
Xiaorong Hu, Chenguang Zhao, Gang Wang


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PDLight: A Deep Reinforcement Learning Traffic Light Control Algorithm with Pressure and Dynamic Light Duration

Sep 29, 2020
Chenguang Zhao, Xiaorong Hu, Gang Wang


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Urban Sensing based on Mobile Phone Data: Approaches, Applications and Challenges

Aug 29, 2020
Mohammadhossein Ghahramani, MengChu Zhou, Gang Wang

* 11 pages, To appear in IEEE/CAA JAC 

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Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data

Jul 07, 2020
Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis

* 14 pages, 5 figures 

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Reinforcement Learning for Caching with Space-Time Popularity Dynamics

May 19, 2020
Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami

* 30 pages; 12 figs. arXiv admin note: text overlap with arXiv:1708.06698, arXiv:1902.10301 

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DA4AD: End-to-end Deep Attention Aware Features Aided Visual Localization for Autonomous Driving

Mar 06, 2020
Yao Zhou, Guowei Wan, Shenhua Hou, Li Yu, Gang Wang, Xiaofei Rui, Shiyu Song

* 19 pages, 4 figures 

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Scene Text Recognition With Finer Grid Rectification

Jan 26, 2020
Gang Wang

* 6pages,3 figures 

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Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation

Nov 03, 2019
Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang

* 25 pages, 3 figures 

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A Statistical Learning Approach to Reactive Power Control in Distribution Systems

Oct 25, 2019
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun


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A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation

Sep 10, 2019
Gang Wang, Bingcong Li, Georgios B. Giannakis

* 28 Pages 

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Semantic Correlation Promoted Shape-Variant Context for Segmentation

Sep 05, 2019
Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, Gang Wang

* CVPR 2019, Oral 

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Boundary-Aware Feature Propagation for Scene Segmentation

Aug 31, 2019
Henghui Ding, Xudong Jiang, Ai Qun Liu, Nadia Magnenat Thalmann, Gang Wang

* ICCV 2019 

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NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding

May 12, 2019
Jun Liu, Amir Shahroudy, Mauricio Perez, Gang Wang, Ling-Yu Duan, Alex C. Kot

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 

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Unpaired Image Captioning via Scene Graph Alignments

Apr 04, 2019
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang


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Skeleton-Based Online Action Prediction Using Scale Selection Network

Apr 03, 2019
Jun Liu, Amir Shahroudy, Gang Wang, Ling-Yu Duan, Alex C. Kot

* This paper has been accepted by T-PAMI. DOI: 10.1109/TPAMI.2019.2898954 

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Adaptive Caching via Deep Reinforcement Learning

Feb 27, 2019
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis

* 10 pages, 16 figures 

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2D LiDAR Map Prediction via Estimating Motion Flow with GRU

Feb 19, 2019
Yafei Song, Yonghong Tian, Gang Wang, Mingyang Li


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Feature Boosting Network For 3D Pose Estimation

Jan 15, 2019
Jun Liu, Henghui Ding, Amir Shahroudy, Ling-Yu Duan, Xudong Jiang, Gang Wang, Alex C. Kot


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Graph Multiview Canonical Correlation Analysis

Nov 30, 2018
Jia Chen, Gang Wang, Georgios B. Giannakis


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Real-time Power System State Estimation and Forecasting via Deep Neural Networks

Nov 30, 2018
Liang Zhang, Gang Wang, Georgios B. Giannakis


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Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks

Nov 13, 2018
Chang Xu, Weiran Huang, Hongwei Wang, Gang Wang, Tie-Yan Liu


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Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets

Oct 02, 2018
Jia Chen, Gang Wang, Georgios B. Giannakis

* there are some mistakes 

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Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization

Aug 14, 2018
Gang Wang, Georgios B. Giannakis, Jie Chen

* 23 pages, 5 figures, work in progress 

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Unpaired Image Captioning by Language Pivoting

Jul 18, 2018
Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Gang Wang

* 17 pages, 4 figures, Accepted at ECCV 2018 

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Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

Jun 13, 2018
Jiuxiang Gu, Jianfei Cai, Shafiq Joty, Li Niu, Gang Wang

* 10 pages, 6 figures, Accepted as spotlight at CVPR 2018 

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Canonical Correlation Analysis of Datasets with a Common Source Graph

Mar 27, 2018
Jia Chen, Gang Wang, Yanning Shen, Georgios B. Giannakis

* 10 pages, 7 figures 

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Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification

Mar 27, 2018
Jianlou Si, Honggang Zhang, Chun-Guang Li, Jason Kuen, Xiangfei Kong, Alex C. Kot, Gang Wang

* 10 pages, 8 figures, 7 tables, accepted by CVPR 2018 

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Stack-Captioning: Coarse-to-Fine Learning for Image Captioning

Mar 14, 2018
Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen

* AAAI-2018, Oral Presentation 

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