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n knowledge and data engineering cite maosen li siheng chen zijing zhang lingxi xie qi tian ya zhang 2022 skeleton parted graph scattering networks for 3d human motion prediction european conference on computer vision eccv cite qi yang yujie zhang siheng chen yiling xu jun sun zhan ma 2022 mped quantifying point cloud distortion based on multiscale potential energy discrepancy ieee transactions on pattern analysis and machine intelligence cite zixing lei shunli ren yue hu wenjun zhang siheng chen 2022 latency aware collaborative perception european conference on computer vision eccv cite yiqi zhong zhenyang ni siheng chen ulrich neumann 2022 aware of the history trajectory forecasting with the local behavior data european conference on computer vision eccv cite yue hu shaoheng fang zixing lei yiqi zhong siheng chen 2022 where2comm communication efficient collaborative perception via spatial confidence maps neural information processing systems neurips cite jiang zhou peng yi zhe wang siheng chen zhi hua chen wei tao wu nadine aubry 2022 grid adaptive reduced order model of fluid flow based on graph convolutional neural network physics of fluids cite yiming li dekun ma ziyan an zixun wang yiqi zhong siheng chen chen feng 2022 v2x sim multi agent collaborative perception dataset and benchmark for autonomous driving ieee robotics and automation letters cite qi yang yipeng liu siheng chen yiling xu jun sun 2022 no reference point cloud quality assessment via domain adaptation ieee conference on computer vision and pattern recognition cvpr cite chenxin xu maosen li zhenyang ni ya zhang siheng chen 2022 groupnet multiscale hypergraph neural networks for trajectory prediction with relational reasoning ieee conference on computer vision and pattern recognition cvpr cite jiachen li siheng chen xiaoyong pan ye yuan hong bin shen 2022 ccst cell clustering for spatial transcriptomics data with graph neural network nature computational science cite zida cheng siheng chen ya zhang 2022 spatio temporal graph complementary scattering networks ieee international conference on acoustics speech and signal processing icassp cite chenxin xu weibo mao wenjun zhang siheng chen 2022 remember intentions retrospective memory based trajectory prediction ieee conference on computer vision and pattern recognition cvpr cite zhen xiang david j miller siheng chen xi li george kesidis 2022 detecting backdoor attacks against point cloud classifiers ieee international conference on acoustics speech and signal processing icassp cite maosen li siheng chen yanning shen genjia liu ivor w tsang ya zhang 2022 online multi agent forecasting with interpretable collaborative graph neural network ieee transactions on neural networks and learning systems cite tianxi ji changqing luo lixing yu qianlong wang siheng chen arun thapa pan li 2022 energy efficient computation offloading in mobile edge computing systems with uncertainties ieee transactions on wireless communications cite xingyue pu tianyue cao xiaoyun zhang xiaowen dong siheng chen 2021 learning to learn graph topologies neural information processing systems neurips cite yiming li shunli ren pengxiang wu siheng chen chen feng wenjun zhang 2021 learning distilled collaboration graph for multi agent perception neural information processing systems neurips cite bohan tang yiqi zhong ulrich neumann gang wang ya zhang siheng chen 2021 collaborative uncertainty in multi agent trajectory forecasting neural information processing systems neurips cite chen ju peisen zhao siheng chen ya zhang yanfeng wang qi tian 2021 divide and conquer for single frame temporal action localization ieee cvf international conference on computer vision iccv cite tianyue cao lianyu du xiaoyun zhang siheng chen ya zhang yan feng wang 2021 cat weakly supervised object detection with category transfer supplementary material ieee cvf international conference on computer vision iccv cite zhen xiang david j miller siheng chen xi li george kesidis 2021 a backdoor attack against 3d point cloud classifiers ieee cvf international conference on computer vision iccv cite chao pan siheng chen antonio ortega 2021 spatio temporal graph scattering transform iclr 2021 cite siheng chen yonina c eldar 2021 time varying graph signal inpainting via unrolling networks 2021 ieee international conference on acoustics speech and signal processing icassp cite maosen li siheng chen xu chen ya zhang yanfeng wang qi tian 2021 symbiotic graph neural networks for 3d skeleton based human action recognition and motion prediction ieee transactions on pattern analysis and machine intelligence cite zida cheng siheng chen ya zhang 2021 semi supervised 3d hand object pose estimation via pose dictionary learning 2021 ieee international conference on image processing icip cite maosen li siheng chen yangheng zhao ya zhang yanfeng wang qi tian 2021 multiscale spatio temporal graph neural networks for 3d skeleton based motion prediction ieee transactions on image processing cite chenxin xu siheng chen maosen li ya zhang 2021 invariant teacher and equivariant student for unsupervised 3d human pose estimation aaai 2021 cite siheng chen yonina c eldar lingxiao zhao 2021 graph unrolling networks interpretable neural networks for graph signal denoising ieee transactions on signal processing cite siheng chen yonina c eldar 2021 graph signal denoising via unrolling networks 2021 ieee international conference on acoustics speech and signal processing icassp cite pratyusha das antonio ortega siheng chen hassan mansour anthony vetro 2021 application agnostic spatio temporal hand graph representations for stable activity understanding 2021 ieee international conference on image processing icip cite jinxiang liu yangheng zhao siheng chen ya zhang 2021 a 3d mesh based lifting and projection network for human pose transfer ieee transactions on multimedia cite siheng chen baoan liu chen feng carlos vallespi gonzalez carl wellington 2021 3d point cloud processing and learning for autonomous driving impacting map creation localization and perception ieee signal processing magazine cite jiang zhou peng siheng chen nadine aubry zhihua chen wei tao wu 2020 unsteady reduced order model of flow over cylinders based on convolutional and deconvolutional neural network structure physics of fluids cite jiang zhou peng siheng chen nadine aubry zhi hua chen wei tao wu 2020 time variant prediction of flow over an airfoil using deep neural network physics of fluids cite vassilis n ioannidis siheng chen georgios b giannakis 2020 pruned graph scattering transforms international conference on learning representations iclr cite pengxiang wu siheng chen dimitris metaxas 2020 motionnet joint perception and motion prediction for autonomous driving based on bird s eye view maps ieee conference on computer vision and pattern recognition cvpr cite xu chen siheng chen jiangchao yao huangjie zheng ya zhang ivor w tsang 2020 learning on attribute missing graphs ieee transactions on pattern analysis and machine intelligence cite maosen li siheng chen ya zhang ivor w tsang 2020 graph cross networks with vertex infomax pooling neural information processing systems neurips cite vassilis n ioannidis siheng chen georgios b giannakis 2020 efficient and stable graph scattering transforms via pruning ieee transactions on pattern analysis and machine intelligence cite maosen li siheng chen yangheng zhao ya zhang yanfeng wang qi tian 2020 dynamic multiscale graph neural networks for 3d skeleton based human motion prediction ieee conference on computer vision and pattern recognition cvpr cite jingxiao liu siheng chen mario berges jacobo bielak james h garrett jelena kovačević hae young noh 2020 diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction mechanical systems and signal processing cite jingxiao liu bingqing chen siheng chen mario berges jacobo bielak haeyoung noh 2020 damage sensitive and domain invariant feature extraction for vehicle vibration based bridge health monitoring ieee international conference on acoustics speech and signal processing icassp cite yue hu siheng chen ya zhang xiao gu 2020 collaborative motion prediction via neural motion message passing ieee conference on computer vision and pattern recognition cvpr cite s chen s niu t lan b liu 2019 pct large scale 3d point cloud representations via graph inception networks with applications to autonomous driving icip 2019 cite s chen c duan y yang d li c feng d tian 2019 foldingnet deep unsupervised learning of 3d point clouds via graph topology inference and filtering ieee transactions on image processing cite jingxiao liu siheng chen george lederman david b kramer hae young noh jacobo bielak james h garrett jelena kovačević mario berges 2019 dynamic responses gps positions and environmental conditions of two light rail vehicles in pittsburgh nature scientific data cite maosen li siheng chen xu chen ya zhang yanfeng wang qi tian 2019 actional structural graph convolutional networks for 3d skeleton based action recognition ieee conference on computer vision and pattern recognition cvpr cite chaojing duan siheng chen jelena kovačević 2019 3d point cloud denoising via deep neural network based local surface estimation 2019 ieee international conference on acoustics speech and signal processing icassp cite chaojing duan siheng chen jelena kovačević 2018 weighted multiple projection 3d point cloud denoising with tangent planes 2018 ieee global conference on signal and information processing globalsip cite sufeng niu siheng chen hanyu guo colin targonski melissa c smith jelena kovačević 2018 generalized value iteration networks life beyond lattices aaai 2018 cite yaoqing yang siheng chen mohammad ali maddah ali pulkit grover soummya kar jelena kovačević 2018 fast temporal path localization on graphs via multiscale viterbi decoding ieee transactions on signal processing cite siheng chen dong tian chen feng anthony vetro jelena kovačević 2018 fast resampling of 3d point clouds via graphs ieee transactions on signal processing cite george lederman siheng chen james garrett jelena kovačević hae young noh jacobo bielak 2017 track monitoring from the dynamic response of an operational train mechanical systems and signal processing cite george lederman siheng chen james h garrett jelena kovačević hae young noh jacobo bielak 2017 track monitoring from the dynamic response of a passing train a sparse approach mechanical systems and signal processing cite yaoqing yang siheng chen mohammad ali maddah ali pulkit grover soummya kar jelena kovačević 2017 fast path localization on graphs via multiscale viterbi decoding 2017 ieee international conference on acoustics speech and signal processing icassp cite siheng chen yaoqing yang shi zong aarti singh jelena kovačević 2017 detecting localized categorical attributes on graphs ieee transactions on signal processing cite siheng chen dong tian chen feng anthony vetro jelena kovačević 2017 contour enhanced resampling of 3d point clouds via graphs 2017 ieee international conference on acoustics speech and signal processing icassp cite george lederman siheng chen james h garrett jelena kovačević hae young noh jacobo bielak 2017 a data fusion approach for track monitoring from multiple in service trains mechanical systems and signal processing cite siheng chen rohan varma aarti singh jelena kovačević 2016 representations of piecewise smooth signals on graphs 2017 ieee international conference on acoustics speech and signal processing icassp cite siheng chen rohan varma aarti singh jelena kovačcević 2016 a statistical perspective of sampling scores for linear regression 2016 ieee international symposium on information theory isit cite rohan varma siheng chen jelena kovačević 2015 spectrum blind signal recovery on graphs 2015 ieee 6th international workshop on computational advances in multi sensor adaptive processing camsap cite siheng chen aliaksei sandryhaila josé mf moura jelena kovačević 2015 signal recovery on graphs variation minimization ieee transactions on signal processing cite siheng chen rohan varma aarti singh jelena kovačević 2015 signal recovery on graphs random versus experimentally designed sampling sampling theory and applications sampta cite siheng chen rohan varma aarti singh jelena kovačević 2015 signal recovery on graphs fundamental limits of sampling strategies ieee transactions on signal and information processing over networks cite siheng chen aliaksei sandryhaila jelena kovačević 2015 sampling theory for graph signals 2015 ieee international conference on acoustics speech and signal processing icassp cite tianxi ji siheng chen rohan varma jelena kovačević 2015 energy efficient route planning for autonomous aerial vehicles based on graph signal recovery 2015 53rd annual allerton conference on communication control and computing allerton cite siheng chen aliaksei sandryhaila jelena kovačević 2015 distributed algorithm for graph signal inpainting 2015 ieee international conference on acoustics speech and signal processing icassp cite siheng chen rohan varma aliaksei sandryhaila jelena kovačević 2015 discrete signal processing on graphs sampling theory ieee transactions on signal processing cite siheng chen aliaksei sandryhaila george lederman zihao wang josé mf moura piervincenzo rizzo jacobo bielak james h garrett jelena kovačević 2014 signal inpainting on graphs via total variation minimization 2014 ieee international conference on acoustics speech and signal processing icassp cite siheng chen aliaksei sandryhaila josé mf moura jelena kovačević 2014 signal denoising on graphs via graph filtering ieee globalsip cite siheng chen fernando cerda piervincenzo rizzo jacobo bielak j garrett jelena kovačević 2014 semi supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring ieee transactions on signal processing cite fernando cerda siheng chen jacobo bielak james h garrett piervincenzo rizzo jelena kovačević 2014 indirect structural health monitoring of a simplified laboratory scale bridge model smart structures and systems special issue challenge on bridge health monitoring utilizing vehicle induced vibrations in review cite george lederman zihao wang jacobo bielak h noh james h garrett siheng chen jelena kovačević fernando cerda piervincenzo rizzo 2014 damage quantification and localization algorithms for indirect shm of bridges proc int conf bridge maint safety manag shanghai china cite siheng chen fernando cerda jia guo joel b harley qing shi piervincenzo rizzo jacobo bielak james h garrett jelena kovačević 2013 multiresolution classification with semi supervised learning for indirect bridge structural health monitoring 2013 ieee international conference on acoustics speech and signal processing cite zihao wang siheng chen george lederman fernando cerda jacobo bielak james h ga...