Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Jun Zhang

Jun Zhang

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


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

Figure 1 for Supporting More Active Users for Massive Access via Data-assisted Activity Detection
Figure 2 for Supporting More Active Users for Massive Access via Data-assisted Activity Detection
Figure 3 for Supporting More Active Users for Massive Access via Data-assisted Activity Detection
Figure 4 for Supporting More Active Users for Massive Access via Data-assisted Activity Detection

  Access Paper or Ask Questions

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

Figure 1 for Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
Figure 2 for Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
Figure 3 for Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
Figure 4 for Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
* Under 3rd round review of ACM Computing Surveys 
  Access Paper or Ask Questions

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


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

Figure 1 for Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Figure 2 for Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Figure 3 for Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach
Figure 4 for Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach

  Access Paper or Ask Questions

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

Figure 1 for Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
Figure 2 for Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
Figure 3 for Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
Figure 4 for Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search

  Access Paper or Ask Questions

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

Figure 1 for Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales
Figure 2 for Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales
Figure 3 for Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales
Figure 4 for Molecular CT: Unifying Geometry and Representation Learning for Molecules at Different Scales
* v2 
  Access Paper or Ask Questions

Exploiting Behavioral Consistence for Universal User Representation


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

Figure 1 for Exploiting Behavioral Consistence for Universal User Representation
Figure 2 for Exploiting Behavioral Consistence for Universal User Representation
Figure 3 for Exploiting Behavioral Consistence for Universal User Representation
Figure 4 for Exploiting Behavioral Consistence for Universal User Representation
* Preprint of accepted AAAI2021 paper 
  Access Paper or Ask Questions

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

Figure 1 for Deep Reinforcement Learning of Transition States
Figure 2 for Deep Reinforcement Learning of Transition States
Figure 3 for Deep Reinforcement Learning of Transition States
Figure 4 for Deep Reinforcement Learning of Transition States
* version 1 
  Access Paper or Ask Questions

DeFuzz: Deep Learning Guided Directed Fuzzing


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

Figure 1 for DeFuzz: Deep Learning Guided Directed Fuzzing
Figure 2 for DeFuzz: Deep Learning Guided Directed Fuzzing
Figure 3 for DeFuzz: Deep Learning Guided Directed Fuzzing
Figure 4 for DeFuzz: Deep Learning Guided Directed Fuzzing

  Access Paper or Ask Questions

Microscope Based HER2 Scoring System


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

Figure 1 for Microscope Based HER2 Scoring System
Figure 2 for Microscope Based HER2 Scoring System
Figure 3 for Microscope Based HER2 Scoring System
Figure 4 for Microscope Based HER2 Scoring System
* 11 pages, 5 figures, and 4 tables 
  Access Paper or Ask Questions

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

Figure 1 for Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians
Figure 2 for Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians
Figure 3 for Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians
Figure 4 for Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians
* Accepted by ECCV 2020 
  Access Paper or Ask Questions

TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems


Aug 12, 2020
Masaki Ikuta, Jun Zhang

Figure 1 for TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems
Figure 2 for TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems
* Submitted to SPIE Medical Imaging Conference 2021 
  Access Paper or Ask Questions

Flow Field Reconstructions with GANs based on Radial Basis Functions


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

Figure 1 for Flow Field Reconstructions with GANs based on Radial Basis Functions
Figure 2 for Flow Field Reconstructions with GANs based on Radial Basis Functions
Figure 3 for Flow Field Reconstructions with GANs based on Radial Basis Functions
Figure 4 for Flow Field Reconstructions with GANs based on Radial Basis Functions

  Access Paper or Ask Questions

Robust Ego and Object 6-DoF Motion Estimation and Tracking


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

Figure 1 for Robust Ego and Object 6-DoF Motion Estimation and Tracking
Figure 2 for Robust Ego and Object 6-DoF Motion Estimation and Tracking
Figure 3 for Robust Ego and Object 6-DoF Motion Estimation and Tracking
Figure 4 for Robust Ego and Object 6-DoF Motion Estimation and Tracking
* 7 pages, 6 figures, 5 tables, accepted in the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020 
  Access Paper or Ask Questions

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

Figure 1 for Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
Figure 2 for Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
Figure 3 for Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis
Figure 4 for Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis

  Access Paper or Ask Questions

EPI-based Oriented Relation Networks for Light Field Depth Estimation


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

Figure 1 for EPI-based Oriented Relation Networks for Light Field Depth Estimation
Figure 2 for EPI-based Oriented Relation Networks for Light Field Depth Estimation
Figure 3 for EPI-based Oriented Relation Networks for Light Field Depth Estimation
Figure 4 for EPI-based Oriented Relation Networks for Light Field Depth Estimation

  Access Paper or Ask Questions

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

Figure 1 for Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
Figure 2 for Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
Figure 3 for Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
Figure 4 for Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces
* 6 pages; 5 figures; to be published in IEEE Transactions on Vehicular Technology 
  Access Paper or Ask Questions

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


Jun 03, 2020
Jiawei Shao, Jun Zhang

Figure 1 for Communication-Computation Trade-Off in Resource-Constrained Edge Inference
Figure 2 for Communication-Computation Trade-Off in Resource-Constrained Edge Inference
Figure 3 for Communication-Computation Trade-Off in Resource-Constrained Edge Inference
Figure 4 for Communication-Computation Trade-Off in Resource-Constrained Edge Inference
* 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 
  Access Paper or Ask Questions

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


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

Figure 1 for VDO-SLAM: A Visual Dynamic Object-aware SLAM System
Figure 2 for VDO-SLAM: A Visual Dynamic Object-aware SLAM System
Figure 3 for VDO-SLAM: A Visual Dynamic Object-aware SLAM System
Figure 4 for VDO-SLAM: A Visual Dynamic Object-aware SLAM System
* 14 pages, 10 figures, 5 tables, submitted to International Journal of Robotics Research (IJRR) 
  Access Paper or Ask Questions

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

Figure 1 for A Perspective on Deep Learning for Molecular Modeling and Simulations
Figure 2 for A Perspective on Deep Learning for Molecular Modeling and Simulations
Figure 3 for A Perspective on Deep Learning for Molecular Modeling and Simulations
Figure 4 for A Perspective on Deep Learning for Molecular Modeling and Simulations

  Access Paper or Ask Questions

Accelerating Physics-Informed Neural Network Training with Prior Dictionaries


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

Figure 1 for Accelerating Physics-Informed Neural Network Training with Prior Dictionaries
Figure 2 for Accelerating Physics-Informed Neural Network Training with Prior Dictionaries
Figure 3 for Accelerating Physics-Informed Neural Network Training with Prior Dictionaries
Figure 4 for Accelerating Physics-Informed Neural Network Training with Prior Dictionaries

  Access Paper or Ask Questions

Scene Text Recognition via Transformer


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

Figure 1 for Scene Text Recognition via Transformer
Figure 2 for Scene Text Recognition via Transformer
Figure 3 for Scene Text Recognition via Transformer
Figure 4 for Scene Text Recognition via Transformer

  Access Paper or Ask Questions

Sparse Optimization for Green Edge AI Inference


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

Figure 1 for Sparse Optimization for Green Edge AI Inference
Figure 2 for Sparse Optimization for Green Edge AI Inference
Figure 3 for Sparse Optimization for Green Edge AI Inference
Figure 4 for Sparse Optimization for Green Edge AI Inference
* 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 
  Access Paper or Ask Questions

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


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

Figure 1 for GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering
Figure 2 for GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering
Figure 3 for GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering
Figure 4 for GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering

  Access Paper or Ask Questions

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

Figure 1 for Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge
Figure 2 for Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge
Figure 3 for Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge
Figure 4 for Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge
* 6 pages, 6 figures 
  Access Paper or Ask Questions

Complete Dictionary Learning via $\ell_p$-norm Maximization


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

Figure 1 for Complete Dictionary Learning via $\ell_p$-norm Maximization
Figure 2 for Complete Dictionary Learning via $\ell_p$-norm Maximization
Figure 3 for Complete Dictionary Learning via $\ell_p$-norm Maximization
Figure 4 for Complete Dictionary Learning via $\ell_p$-norm Maximization

  Access Paper or Ask Questions

Dynamic SLAM: The Need For Speed


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

Figure 1 for Dynamic SLAM: The Need For Speed
Figure 2 for Dynamic SLAM: The Need For Speed
Figure 3 for Dynamic SLAM: The Need For Speed
Figure 4 for Dynamic SLAM: The Need For Speed
* 7 pages, 7 figures, 2 tables 
  Access Paper or Ask Questions