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Supporting More Active Users for Massive Access via Data-assisted Activity Detection


Feb 17, 2021
Xinyu Bian, Yuyi Mao, Jun Zhang


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Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey


Feb 16, 2021
Yuantian Miao, Chao Chen, Lei Pan, Qing-Long Han, Jun Zhang, Yang Xiang

* Under 3rd round review of ACM Computing Surveys 

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Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach


Feb 08, 2021
Jiawei Shao, Yuyi Mao, Jun Zhang


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Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search


Jan 08, 2021
Chenyang Gao, Guanyu Cai, Xinyang Jiang, Feng Zheng, Jun Zhang, Yifei Gong, Pai Peng, Xiaowei Guo, Xing Sun


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Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales


Dec 24, 2020
Jun Zhang, Yaqiang Zhou, Yao-Kun Lei, Yi Isaac Yang, Yi Qin Gao

* v2 

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Exploiting Behavioral Consistence for Universal User Representation


Dec 11, 2020
Jie Gu, Feng Wang, Qinghui Sun, Zhiquan Ye, Xiaoxiao Xu, Jingmin Chen, Jun Zhang

* Preprint of accepted AAAI2021 paper 

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Deep Reinforcement Learning of Transition States


Nov 13, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Xu Han, Maodong Li, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao

* version 1 

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DeFuzz: Deep Learning Guided Directed Fuzzing


Oct 23, 2020
Xiaogang Zhu, Shigang Liu, Xian Li, Sheng Wen, Jun Zhang, Camtepe Seyit, Yang Xiang


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Microscope Based HER2 Scoring System


Sep 15, 2020
Jun Zhang, Kuan Tian, Pei Dong, Haocheng Shen, Kezhou Yan, Jianhua Yao, Junzhou Huang, Xiao Han

* 11 pages, 5 figures, and 4 tables 

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Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians


Aug 16, 2020
Shizhen Zhao, Changxin Gao, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang, Xiaowei Guo, Wei-Shi Zheng, Nong Sang, Xing Sun

* Accepted by ECCV 2020 

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TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems


Aug 12, 2020
Masaki Ikuta, Jun Zhang

* Submitted to SPIE Medical Imaging Conference 2021 

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Flow Field Reconstructions with GANs based on Radial Basis Functions


Aug 11, 2020
Liwei Hu, Wenyong Wang, Yu Xiang, Jun Zhang


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Robust Ego and Object 6-DoF Motion Estimation and Tracking


Jul 28, 2020
Jun Zhang, Mina Henein, Robert Mahony, Viorela Ila

* 7 pages, 6 figures, 5 tables, accepted in the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 

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Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis


Jul 15, 2020
Yifei Shen, Yuanming Shi, Jun Zhang, Khaled B. Letaief


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EPI-based Oriented Relation Networks for Light Field Depth Estimation


Jul 09, 2020
Kunyuan Li, Jun Zhang, Rui Sun, Xudong Zhang, Jun Gao


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Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces


Jun 03, 2020
Shicong Liu, Zhen Gao, Jun Zhang, Marco Di Renzo, Mohamed-Slim Alouini

* 6 pages; 5 figures; to be published in IEEE Transactions on Vehicular Technology 

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Communication-Computation Trade-Off in Resource-Constrained Edge Inference


Jun 03, 2020
Jiawei Shao, Jun Zhang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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VDO-SLAM: A Visual Dynamic Object-aware SLAM System


May 25, 2020
Jun Zhang, Mina Henein, Robert Mahony, Viorela Ila

* 14 pages, 10 figures, 5 tables, submitted to International Journal of Robotics Research (IJRR) 

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A Perspective on Deep Learning for Molecular Modeling and Simulations


Apr 25, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Junhan Chang, Maodong Li, Xu Han, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao


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Accelerating Physics-Informed Neural Network Training with Prior Dictionaries


Apr 17, 2020
Wei Peng, Weien Zhou, Jun Zhang, Wen Yao


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Scene Text Recognition via Transformer


Apr 10, 2020
Xinjie Feng, Hongxun Yao, Yuankai Qi, Jun Zhang, Shengping Zhang


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Sparse Optimization for Green Edge AI Inference


Mar 13, 2020
Xiangyu Yang, Sheng Hua, Yuanming Shi, Hao Wang, Jun Zhang, Khaled B. Letaief

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering


Feb 27, 2020
Chuang Niu, Jun Zhang, Ge Wang, Jimin Liang


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Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge


Feb 26, 2020
Junjia Liu, Jiaying Shou, Zhuang Fu, Hangfei Zhou, Rongli Xie, Jun Zhang, Jian Fei, Yanna Zhao

* 6 pages, 6 figures 

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Complete Dictionary Learning via $\ell_p$-norm Maximization


Feb 26, 2020
Yifei Shen, Ye Xue, Jun Zhang, Khaled B. Letaief, Vincent Lau


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Dynamic SLAM: The Need For Speed


Feb 24, 2020
Mina Henein, Jun Zhang, Robert Mahony, Viorela Ila

* 7 pages, 7 figures, 2 tables 

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