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Leveraging AI and Intelligent Reflecting Surface for Energy-Efficient Communication in 6G IoT

Dec 29, 2020
Qianqian Pan, Jun Wu, Xi Zheng, Jianhua Li, Shenghong Li, Athanasios V. Vasilakos


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Sensing and Reconstruction of 3D Deformation on Pneumatic Soft Robots

Dec 22, 2020
Rob B. N. Scharff, Guoxin Fang, Yingjun Tian, Jun Wu, Jo M. P. Geraedts, Charlie C. L. Wang

* 8 pages, 10 figures 

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GAN-based Recommendation with Positive-Unlabeled Sampling

Dec 12, 2020
Yao Zhou, Jianpeng Xu, Jun Wu, Zeinab Taghavi Nasrabadi, Evren Korpeoglu, Kannan Achan, Jingrui He

* 12 pages 

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Search-based Kinodynamic Motion Planning for Omnidirectional Quadruped Robots

Nov 02, 2020
Pei Wang, Sihan Zhang, Qingteng Zhao, Jun Wu, Qiuguo Zhu

* 7 pages 

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Bound Controller for a Quadruped Robot using Pre-Fitting Deep Reinforcement Learning

Nov 01, 2020
Anqiao Li, Zhicheng Wang, Jun Wu, Qiuguo Zhu

* 7pages 

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REDE: End-to-end Object 6D Pose Robust Estimation Using Differentiable Outliers Elimination

Oct 24, 2020
Weitong Hua, Zhongxiang Zhou, Jun Wu, Yue Wang, Rong Xiong


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Robust Decentralized Learning for Neural Networks

Sep 18, 2020
Yao Zhou, Jun Wu, Jingrui He


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Structure Learning for Cyclic Linear Causal Models

Jun 10, 2020
Carlos Améndola, Philipp Dettling, Mathias Drton, Federica Onori, Jun Wu

* 19 pages, 5 figures, 3 tables, to appear in UAI 2020 

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Continuous Transfer Learning with Label-informed Distribution Alignment

Jun 05, 2020
Jun Wu, Jingrui He


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A framework for adaptive width control of dense contour-parallel toolpaths in fused deposition modeling

Apr 28, 2020
Tim Kuipers, Eugeni L. Doubrovski, Jun Wu, Charlie C. L. Wang

* 16 pages, 20 figures, submitted to Computer-Aided Design journal 

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Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks

Apr 17, 2020
Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian

* 17 pages, 2 figures and 3 tables 

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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild

Jan 06, 2020
Xin Chen, Lingxi Xie, Jun Wu, Qi Tian

* An extension of P-DARTS. Previous version: arXiv:1904.12760 

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Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments

Dec 20, 2019
Shujie Han, Jun Wu, Erci Xu, Cheng He, Patrick P. C. Lee, Yi Qiang, Qixing Zheng, Tao Huang, Zixi Huang, Rui Li

* 12 pages, 9 figures 

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Hierarchical Attention Networks for Medical Image Segmentation

Nov 25, 2019
Fei Ding, Gang Yang, Jinlu Liu, Jun Wu, Dayong Ding, Jie Xv, Gangwei Cheng, Xirong Li


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DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification

Jun 05, 2019
Jun Wu, Jingrui He, Jiejun Xu

* Accepted by KDD2019 Research track 

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Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation

Apr 29, 2019
Xin Chen, Lingxi Xie, Jun Wu, Qi Tian

* 10 pages, 3 figures, 3 tables 

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Autoencoder Based Residual Deep Networks for Robust Regression Prediction and Spatiotemporal Estimation

Dec 29, 2018
Lianfa Li, Ying Fang, Jun Wu, Jinfeng Wang

* including supplementary materials 

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Neural method for Explicit Mapping of Quasi-curvature Locally Linear Embedding in image retrieval

Mar 11, 2017
Shenglan Liu, Jun Wu, Lin Feng, Feilong Wang


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Perceptual uniform descriptor and Ranking on manifold: A bridge between image representation and ranking for image retrieval

Sep 24, 2016
Shenglan Liu, Jun Wu, Lin Feng, Yang Liu, Hong Qiao, Wenbo Luo Muxin Sun, Wei Wang


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Three Tiers Neighborhood Graph and Multi-graph Fusion Ranking for Multi-feature Image Retrieval: A Manifold Aspect

Sep 24, 2016
Shenglan Liu, Muxin Sun, Lin Feng, Yang Liu, Jun Wu


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