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SO-SLAM: Semantic Object SLAM with Scale Proportional and Symmetrical Texture Constraints


Sep 10, 2021
Ziwei Liao, Yutong Hu, Jiadong Zhang, Xianyu Qi, Xiaoyu Zhang, Wei Wang

* Submitted to RAL&ICRA 2022 

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Method for making multi-attribute decisions in wargames by combining intuitionistic fuzzy numbers with reinforcement learning


Sep 06, 2021
Yuxiang Sun, Bo Yuan, Yufan Xue, Jiawei Zhou, Xiaoyu Zhang, Xianzhong Zhou


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Perception-and-Regulation Network for Salient Object Detection


Jul 27, 2021
Jinchao Zhu, Xiaoyu Zhang, Xian Fang, Junnan Liu


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XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data


May 26, 2021
Eloise Withnell, Xiaoyu Zhang, Kai Sun, Yike Guo

* 11 pages, 7 figures, 8 tables 

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GraphFM: Graph Factorization Machines for Feature Interaction Modeling


May 25, 2021
Zekun Li, Shu Wu, Zeyu Cui, Xiaoyu Zhang

* work in progress 

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Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey


May 13, 2021
Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang


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NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results


May 02, 2021
Ren Yang, Radu Timofte, Jing Liu, Yi Xu, Xinjian Zhang, Minyi Zhao, Shuigeng Zhou, Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy, Xin Li, Fanglong Liu, He Zheng, Lielin Jiang, Qi Zhang, Dongliang He, Fu Li, Qingqing Dang, Yibin Huang, Matteo Maggioni, Zhongqian Fu, Shuai Xiao, Cheng li, Thomas Tanay, Fenglong Song, Wentao Chao, Qiang Guo, Yan Liu, Jiang Li, Xiaochao Qu, Dewang Hou, Jiayu Yang, Lyn Jiang, Di You, Zhenyu Zhang, Chong Mou, Iaroslav Koshelev, Pavel Ostyakov, Andrey Somov, Jia Hao, Xueyi Zou, Shijie Zhao, Xiaopeng Sun, Yiting Liao, Yuanzhi Zhang, Qing Wang, Gen Zhan, Mengxi Guo, Junlin Li, Ming Lu, Zhan Ma, Pablo Navarrete Michelini, Hai Wang, Yiyun Chen, Jingyu Guo, Liliang Zhang, Wenming Yang, Sijung Kim, Syehoon Oh, Yucong Wang, Minjie Cai, Wei Hao, Kangdi Shi, Liangyan Li, Jun Chen, Wei Gao, Wang Liu, Xiaoyu Zhang, Linjie Zhou, Sixin Lin, Ru Wang

* Corrected the MOS values in Table 2 

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DyGCN: Dynamic Graph Embedding with Graph Convolutional Network


Apr 07, 2021
Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Qiang Liu, Liang Wang, Mengmeng Ai

* 21 pages, 5 figures, submitted to TOIS 

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OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning


Feb 03, 2021
Xiaoyu Zhang, Kai Sun, Yike Guo

* 9 pages, 2 figures 

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Heterogeneous Graph Collaborative Filtering


Nov 18, 2020
Zekun Li, Yujia Zheng, Shu Wu, Xiaoyu Zhang, Liang Wang


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Stereo Plane SLAM Based on Intersecting Lines


Aug 19, 2020
Xiaoyu Zhang, Wei Wang, Xianyu Qi, Ziwei Liao


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Cassandra: Detecting Trojaned Networks from Adversarial Perturbations


Jul 28, 2020
Xiaoyu Zhang, Ajmal Mian, Rohit Gupta, Nazanin Rahnavard, Mubarak Shah


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Object-oriented SLAM using Quadrics and Symmetry Properties for Indoor Environments


Apr 11, 2020
Ziwei Liao, Wei Wang, Xianyu Qi, Xiaoyu Zhang, Lin Xue, Jianzhen Jiao, Ran Wei

* Submission to IROS 2020. Video: https://youtu.be/u9zRBp4TPIs 

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Unsupervised Visual Representation Learning with Increasing Object Shape Bias


Nov 24, 2019
Zhibo Wang, Shen Yan, Xiaoyu Zhang, Niels Lobo


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Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records


Nov 10, 2019
Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo

* Accepted by BIBM 2019 (Regular) 

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Coarse-To-Fine Visual Localization Using Semantic Compact Map


Oct 17, 2019
Ziwei Liao, Jieqi Shi, Xianyu Qi, Xiaoyu Zhang, Wei Wang, Yijia He, Ran Wei, Xiao Liu

* Video Demo: https://youtu.be/XbTc1YNPajc 

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Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction


Oct 12, 2019
Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang

* 10 pages, accepted by the 2019 Conference on Information and Knowledge Management (CIKM-2019) 

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Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification


Aug 17, 2019
Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo

* 7 pages, 4 figures 

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Semi-supervised Compatibility Learning Across Categories for Clothing Matching


Jul 31, 2019
Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang

* 6 pages, 4 figures, accepted by ICME2019 

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Multiple Human Association between Top and Horizontal Views by Matching Subjects' Spatial Distributions


Jul 26, 2019
Ruize Han, Yujun Zhang, Wei Feng, Chenxing Gong, Xiaoyu Zhang, Jiewen Zhao, Liang Wan, Song Wang


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Socially Aware Kalman Neural Networks for Trajectory Prediction


Mar 01, 2019
Ce Ju, Zheng Wang, Xiaoyu Zhang

* Superceded by arXiv:1902.10928 

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Interaction-aware Kalman Neural Networks for Trajectory Prediction


Feb 28, 2019
Ce Ju, Zheng Wang, Cheng Long, Xiaoyu Zhang, Gao Cong, Dong Eui Chang


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Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks


Feb 21, 2019
Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Liang Wang

* 11 pages, accepted by the 2019 World Wide Web Conference (WWW-2019) 

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SSGAN: Secure Steganography Based on Generative Adversarial Networks


Jul 29, 2017
Haichao Shi, Jing Dong, Wei Wang, Yinlong Qian, Xiaoyu Zhang


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A Self-Paced Regularization Framework for Multi-Label Learning


Apr 06, 2016
Changsheng Li, Fan Wei, Junchi Yan, Weishan Dong, Qingshan Liu, Xiaoyu Zhang, Hongyuan Zha


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