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Event-based Synthetic Aperture Imaging with a Hybrid Network


Mar 04, 2021
Xiang Zhang, Liao Wei, Lei Yu, Wen Yang, Gui-Song Xia

* 12 pages, 10 figures. Supplementary materials have been added 

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Event-based Synthetic Aperture Imaging


Mar 03, 2021
Xiang Zhang, Liao Wei, Lei Yu, Wen Yang, Gui-Song Xia

* 9 pages, 7 figures 

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Learning Variable Impedance Control via Inverse Reinforcement Learning for Force-Related Tasks


Feb 13, 2021
Xiang Zhang, Liting Sun, Zhian Kuang, Masayoshi Tomizuka

* Accepted by IEEE Robotics and Automation Letters. Feb 2020 

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Feedback-based Digital Higher-order Terminal Sliding Mode for 6-DOF Industrial Manipulators


Feb 06, 2021
Zhian Kuang, Xiang Zhang, Liting Sun, Huijun Gao, Masayoshi Tomizuka

* This paper has been accepted by American Control Conference 2021 

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A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching


Feb 03, 2021
Xiang Zhang, Kai Wan, Hua Sun, Mingyue Ji, Giuseppe Caire


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A Two-stream Neural Network for Pose-based Hand Gesture Recognition


Jan 22, 2021
Chuankun Li, Shuai Li, Yanbo Gao, Xiang Zhang, Wanqing Li


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Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy


Dec 28, 2020
Mengzhu Wang, Xiang Zhang, Long Lan, Wei Wang, Huibin Tan, Zhigang Luo

* 12 pages, 5 figures 

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Attentive Social Recommendation: Towards User And Item Diversities


Nov 15, 2020
Dongsheng Luo, Yuchen Bian, Xiang Zhang, Jun Huan

* 8 Pages 

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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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Automatic Image Labelling at Pixel Level


Jul 20, 2020
Xiang Zhang, Wei Zhang, Jinye Peng, Jianping Fan


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GNNGuard: Defending Graph Neural Networks against Adversarial Attacks


Jun 16, 2020
Xiang Zhang, Marinka Zitnik


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ProbaNet: Proposal-balanced Network for Object Detection


May 27, 2020
Jing Wu, Xiang Zhang, Mingyi Zhou, Ce Zhu


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Literature Triage on Genomic Variation Publications by Knowledge-enhanced Multi-channel CNN


May 08, 2020
Chenhui Lv, Qian Lu, Xiang Zhang


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Unlocking the Power of Deep PICO Extraction: Step-wise Medical NER Identification


Apr 30, 2020
Tengteng Zhang, Yiqin Yu, Jing Mei, Zefang Tang, Xiang Zhang, Shaochun Li

* 9 pages, 3 figures 

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Adversarial Imitation Attack


Mar 31, 2020
Mingyi Zhou, Jing Wu, Yipeng Liu, Xiaolin Huang, Shuaicheng Liu, Xiang Zhang, Ce Zhu

* 8 pages 

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Entity Profiling in Knowledge Graphs


Feb 29, 2020
Xiang Zhang, Qingqing Yang, Jinru Ding, Ziyue Wang

* in IEEE Access, vol. 8, pp. 27257-27266, 2020 
* 10 pages, 5 figures 

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A Multi-view CNN-based Acoustic Classification System for Automatic Animal Species Identification


Feb 23, 2020
Weitao Xu, Xiang Zhang, Lina Yao, Wanli Xue, Bo Wei

* Ad Hoc Networks 2020 

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Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection


Sep 18, 2019
Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li


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Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning


Jul 31, 2019
Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong

* 12 pages 

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Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals


Jul 31, 2019
Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao

* 12 pages 

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A Survey on Deep Learning based Brain Computer Interface: Recent Advances and New Frontiers


Jun 04, 2019
Xiang Zhang, Lina Yao, Xianzhi Wang, Jessica Monaghan, David Mcalpine

* 66 pages, summarized more than 230 papers most published in the last five years 

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Adversarial Variational Embedding for Robust Semi-supervised Learning


May 08, 2019
Xiang Zhang, Lina Yao, Feng Yuan

* 9 pages, Accepted by Research Track in KDD 2019 

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