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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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Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification

Nov 16, 2018
Zheng Li, Ying Wei, Yu Zhang, Xiang Zhang, Xin Li, Qiang Yang


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Adversarially-Trained Normalized Noisy-Feature Auto-Encoder for Text Generation

Nov 10, 2018
Xiang Zhang, Yann LeCun


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Action Representations in Robotics: A Taxonomy and Systematic Classification

Sep 12, 2018
Philipp Zech, Erwan Renaudo, Simon Haller, Xiang Zhang, Justus Piater

* 36 pages, 4 figures, 7 tables, submitted to the International Journal of Robotics Research (IJRR) 

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Learning Movement Assessment Primitives for Force Interaction Skills

May 11, 2018
Xiang Zhang, Athanasios S. Polydoros, Justus Piater


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Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding

May 03, 2018
Xiang Zhang, Jiarui Sun, Siwei Ma, Zhouchen Lin, Jian Zhang, Shiqi Wang, Wen Gao

* IEEE Transactions on Image Processing 27 (2018) 3753-3765 

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Multi-modality Sensor Data Classification with Selective Attention

May 01, 2018
Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, Can Wang


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A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification

Apr 02, 2018
Weicheng Cai, Zexin Cai, Xiang Zhang, Xiaoqi Wang, Ming Li

* ICASSP 2018 conference paper 

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Byte-Level Recursive Convolutional Auto-Encoder for Text

Feb 06, 2018
Xiang Zhang, Yann LeCun

* Rejected from ICLR 2018 

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CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior

Jan 04, 2018
Xiang Zhang, Nishant Vishwamitra, Hongxin Hu, Feng Luo


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Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis

Sep 26, 2017
Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, Tao Gu

* 10 pages 

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Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals

Sep 26, 2017
Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, Dalin Zhang

* 10 pages 

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Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?

Aug 17, 2017
Xiang Zhang, Yann LeCun


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