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Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation


Aug 17, 2021
Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao Liu, Qiang Xu

* ICCV 2021 

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Information Bottleneck Approach to Spatial Attention Learning


Aug 07, 2021
Qiuxia Lai, Yu Li, Ailing Zeng, Minhao Liu, Hanqiu Sun, Qiang Xu

* To appear in IJCAI 2021; with supplymentary 

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Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction


Jun 17, 2021
Minhao Liu, Ailing Zeng, Qiuxia Lai, Qiang Xu


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Hop-Aware Dimension Optimization for Graph Neural Networks


May 30, 2021
Ailing Zeng, Minhao Liu, Zhiwei Liu, Ruiyuan Gao, Qiang Xu


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TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks


May 21, 2021
Yu Li, Min Li, Qiuxia Lai, Yannan Liu, Qiang Xu


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AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference


May 12, 2021
Min Li, Yu Li, Ye Tian, Li Jiang, Qiang Xu

* Accepted by DAC2021 

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Skimming and Scanning for Untrimmed Video Action Recognition


Apr 21, 2021
Yunyan Hong, Ailing Zeng, Min Li, Cewu Lu, Li Jiang, Qiang Xu


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T-WaveNet: Tree-Structured Wavelet Neural Network for Sensor-Based Time Series Analysis


Dec 10, 2020
Minhao Liu, Ailing Zeng, Qiuxia Lai, Qiang Xu


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DeepDyve: Dynamic Verification for Deep Neural Networks


Oct 16, 2020
Yu Li, Min Li, Bo Luo, Ye Tian, Qiang Xu


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SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach


Jul 18, 2020
Ailing Zeng, Xiao Sun, Fuyang Huang, Minhao Liu, Qiang Xu, Stephen Lin

* European Conference on Computer Vision (ECCV), 2020 

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ICSTrace: A Malicious IP Traceback Model for Attacking Data of Industrial Control System


Dec 30, 2019
Feng Xiao, Qiang Xu

* 14 pages, 19 figures 

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DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image


Dec 09, 2019
Fuyang Huang, Ailing Zeng, Minhao Liu, Qiuxia Lai, Qiang Xu

* WACV 2020 

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Region-Wise Attack: On Efficient Generation of Robust Physical Adversarial Examples


Dec 05, 2019
Bo Luo, Qiang Xu


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On Functional Test Generation for Deep Neural Network IPs


Nov 23, 2019
Bo Luo, Yu Li, Lingxiao Wei, Qiang Xu

* 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) 

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nuScenes: A multimodal dataset for autonomous driving


Mar 26, 2019
Holger Caesar, Varun Bankiti, Alex H. Lang, Sourabh Vora, Venice Erin Liong, Qiang Xu, Anush Krishnan, Yu Pan, Giancarlo Baldan, Oscar Beijbom


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Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image


Dec 26, 2018
Fuyang Huang, Ailing Zeng, Minhao Liu, Jing Qin, Qiang Xu

* BMVC 2018 

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On Configurable Defense against Adversarial Example Attacks


Dec 06, 2018
Bo Luo, Min Li, Yu Li, Qiang Xu


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Invocation-driven Neural Approximate Computing with a Multiclass-Classifier and Multiple Approximators


Oct 19, 2018
Haiyue Song, Chengwen Xu, Qiang Xu, Zhuoran Song, Naifeng Jing, Xiaoyao Liang, Li Jiang

* Accepted by ICCAD 2018 

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I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators


Mar 05, 2018
Lingxiao Wei, Yannan Liu, Bo Luo, Yu Li, Qiang Xu


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Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks


Jan 15, 2018
Bo Luo, Yannan Liu, Lingxiao Wei, Qiang Xu

* Adversarial example attacks, Robust and Imperceptible, Human perceptual system, Neural Networks 

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