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Siheng Chen
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Actional-structural graph convolutional networks for 3D skeleton-based action recognition
M Li, S Chen, X Chen, Y Zhang, Y Wang, Q Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
10982019
Discrete signal processing on graphs: Sampling theory
S Chen, R Varma, A Sandryhaila, J Kovacevic
IEEE Transactions on Signal Processing 63 (24), 6510-6523, 2015
7032015
Dynamic multiscale graph neural networks for 3D skeleton-based human motion prediction
M Li, S Chen, Y Zhao, Y Zhang, Y Wang, Q Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
3072020
Signal recovery on graphs: Variation minimization
S Chen, A Sandryhaila, JMF Moura, J Kovačević
IEEE Transactions on Signal Processing 63 (17), 4609-4624, 2015
2962015
Fast resampling of 3D point clouds via graphs
S Chen, D Tian, C Feng, A Vetro, J Kovačević
IEEE Transactions on Signal Processing 66 (3), 666-681, 2018
229*2018
Signal denoising on graphs via graph filtering
S Chen, A Sandryhaila, JMF Moura, J Kovacevic
IEEE GlobalSIP, 2014
1872014
Symbiotic graph neural networks for 3D skeleton-based human action recognition and motion prediction
M Li, S Chen, X Chen, Y Zhang, Y Wang, Q Tian
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
1862021
3D point cloud processing and learning for autonomous driving: Impacting map creation, localization, and perception
S Chen, B Liu, C Feng, C Vallespi-Gonzalez, C Wellington
IEEE Signal Processing Magazine 38 (1), 68-86, 2021
1612021
MotionNet: Joint perception and motion prediction for autonomous driving based on bird's eye view maps
P Wu, S Chen, D Metaxas
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
1522020
Semi-supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring
S Chen, F Cerda, P Rizzo, J Bielak, J Garrett, J Kovacevic
IEEE Transactions on Signal Processing 62 (11), 2879 - 2893, 2014
1452014
Signal recovery on graphs: Fundamental limits of sampling strategies
S Chen, R Varma, A Singh, J Kovačević
IEEE Transactions on Signal and Information Processing over Networks, 2015
1402015
Learning distilled collaboration graph for multi-agent perception
Y Li, S Ren, P Wu, S Chen, C Feng, W Zhang
Neural Information Processing Systems (NeurIPS), 2021
1262021
V2X-Sim: Multi-agent collaborative perception dataset and benchmark for autonomous driving
Y Li, D Ma, Z An, Z Wang, Y Zhong, S Chen, C Feng
IEEE Robotics and Automation Letters, 2022
122*2022
Indirect structural health monitoring of a simplified laboratory-scale bridge model
F Cerda, S Chen, J Bielak, JH Garrett, P Rizzo, J Kovacevic
Smart Structures and Systems (Special Issue: Challenge on bridge health …, 2014
992014
Where2comm: Communication-efficient collaborative perception via spatial confidence maps
Y Hu, S Fang, Z Lei, Y Zhong, S Chen
Neural Information Processing Systems (NeurIPS), 2022
982022
Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction
J Liu, S Chen, M Bergés, J Bielak, JH Garrett, J Kovačević, HY Noh
Mechanical Systems and Signal Processing 136, 106454, 2020
982020
Collaborative motion prediction via neural motion message passing
Y Hu, S Chen, Y Zhang, X Gu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
832020
GroupNet: Multiscale hypergraph neural networks for trajectory prediction with relational reasoning
C Xu, M Li, Z Ni, Y Zhang, S Chen
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
792022
Learning on attribute-missing graphs
X Chen, S Chen, J Yao, H Zheng, Y Zhang, IW Tsang
IEEE transactions on pattern analysis and machine intelligence 44 (2), 740-757, 2020
782020
Track-monitoring from the dynamic response of an operational train
G Lederman, S Chen, J Garrett, J Kovačević, HY Noh, J Bielak
Mechanical Systems and Signal Processing 87, 1-16, 2017
762017
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