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A backdoor attack against 3D point cloud classifiers

Zhen Xiang, David J Miller, Siheng Chen, Xi Li, George Kesidis

Divide and conquer for single-frame temporal action localization

Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian

Application-agnostic spatio-temporal hand graph representations for stable activity understanding

Pratyusha Das, Antonio Ortega, Siheng Chen, Hassan Mansour, Anthony Vetro

Graph signal denoising via unrolling networks

Siheng Chen, Yonina C Eldar

Semi-supervised 3D hand-object pose estimation via pose dictionary learning

Zida Cheng, Siheng Chen, Ya Zhang

Time-varying graph signal inpainting via unrolling networks

Siheng Chen, Yonina C Eldar

Collaborative motion prediction via neural motion message passing

Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu

Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring

Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Berges, Jacobo Bielak, HaeYoung Noh

Dynamic multiscale graph neural networks for 3D skeleton-based human motion prediction

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

MotionNet: Joint perception and motion prediction for autonomous driving based on bird's eye view maps

Pengxiang Wu, Siheng Chen, Dimitris Metaxas