Siheng Chen

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Co-authors

Jelena KovacevicDean, NYU Tandon School of EngineeringVerified email at nyu.edu
Aliaksei SandryhailaResearch Scientist, Electrical and Computer Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Rohan VarmaGraduate Student, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
George LedermanPhD Candidate, Advanced Infrastructure Systems, Carnegie Mellon UniversityVerified email at cmu.edu
Jose M. F. MouraCarnegie Mellon UniversityVerified email at ece.cmu.edu
Hae Young NohAssociate Professor of Civil and Environmental Engineering, Stanford UniversityVerified email at stanford.edu
Ya Zhang(张娅)Shanghai Jiao Tong University（上海交通大学）Verified email at sjtu.edu.cn
Maosen Li (李茂森)Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Yaoqing YangUC BerkeleyVerified email at berkeley.edu
Qi Tian, IEEE Fellow, Chief Scientist in...Huawei Cloud & AIVerified email at huawei.com
Dong TianResearch Scientist, InterDigitalVerified email at interdigital.com
Wang ZihaoEmory UniversityVerified email at emory.edu
Sufeng NiuVerified email at g.clemson.edu
Anthony VetroVP & Director at Mitsubishi Electric Research LabsVerified email at merl.com
Christos FaloutsosCMUVerified email at cs.cmu.edu
Baoan LiuUber Advanced Technologies Group, Carnegie Mellon UniversityVerified email at alumni.cmu.edu
Jingxiao Liu (刘靖霄)Civil and Environmental Engieneering, Stanford UniversityVerified email at stanford.edu
Mario BergésProfessor, Civil and Environmental Engineering Department, Carnegie Mellon UniversityVerified email at cmu.edu
Michael T. McCannMichigan State UniversityVerified email at msu.edu
Shi ZongOhio State University, Carnegie Mellon UniversityVerified email at osu.edu

Siheng Chen

Shanghai Jiao Tong University

Verified email at andrew.cmu.edu - Homepage

Graph signal processing graph neural networks autonomous driving structural health monitoring


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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	441	2015
Signal recovery on graphs: Variation minimization S Chen, A Sandryhaila, JMF Moura, J Kovačević IEEE Transactions on Signal Processing 63 (17), 4609-4624, 2015	169	2015
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	155	2019
Signal denoising on graphs via graph filtering S Chen, A Sandryhaila, JMF Moura, J Kovacevic IEEE GlobalSIP, 2014	102	2014
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	95	2015
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	91	2014
FoldingNet++: Deep unsupervised learning of 3D point clouds via graph topology inference and filtering S Chen, C Duan, Y Yang, D Li, C Feng, D Tian IEEE Transactions on Image Processing, 2019	83*	2019
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	62*	2018
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	53	2014
Methods and systems for fast resampling method and apparatus for point cloud data D Tian, S Chen, C Feng, A Vetro US Patent App. 15/358,346, 2018	49*	2018
Indirect structural health monitoring in bridges: Scale experiments F Cerda, J Garrett, J Bielak, P Rizzo, J Barrera, Z Zhuang, S Chen, ... Proc. Int. Conf. Bridge Maint., Safety Manag., 2012	40	2012
Sampling theory for graph signals S Chen, A Sandryhaila, J Kovacevic	39	2015
Damage quantification and localization algorithms for indirect SHM of bridges G Lederman, Z Wang, J Bielak, H Noh, JH Garrett, S Chen, J Kovacevic, ... Proc. Int. Conf. Bridge Maint., Safety Manag., Shanghai, China, 2014	39	2014
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	35	2017
Signal recovery on graphs: Random versus experimentally designed sampling S Chen, R Varma, A Singh, J Kovačević Sampling Theory and Applications (SampTA), 2015	34	2015
Adaptive graph filtering: Multiresolution classification on graphs S Chen, A Sandryhaila, JMF Moura, J Kovacevic IEEE GlobalSIP, 427-430, 2013	33	2013
Signal inpainting on graphs via total variation minimization S Chen, A Sandryhaila, G Lederman, Z Wang, JMF Moura, P Rizzo, ... IEEE ICASSP, 8267 - 8271, 2014	31	2014
Signal representations on graphs: Tools and applications S Chen, R Varma, A Singh, J Kovačević arXiv preprint arXiv:1512.05406, 2015	28	2015
Generalized value iteration networks: Life beyond lattices S Niu, S Chen, H Guo, C Targonski, MC Smith, J Kovačević AAAI 2018, 2017	25	2017
Distributed algorithm for graph signal inpainting S Chen, A Sandryhaila, J Kovacevic	25	2015

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