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2020 – today
- 2023
[j23]Qi Yang
, Yujie Zhang, Siheng Chen, Yiling Xu, Jun Sun, Zhan Ma:
MPED: Quantifying Point Cloud Distortion Based on Multiscale Potential Energy Discrepancy. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 6037-6054 (2023)- [j22]Yue Hu, Shaoheng Fang, Weidi Xie, Siheng Chen:
Aerial Monocular 3D Object Detection. IEEE Robotics Autom. Lett. 8(4): 1959-1966 (2023) - [j21]Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng:
Discriminative Radial Domain Adaptation. IEEE Trans. Image Process. 32: 1419-1431 (2023) - [j20]Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan:
Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs. IEEE Trans. Knowl. Data Eng. 35(9): 9168-9180 (2023) - [c70]Shaoheng Fang, Zi Wang, Yiqi Zhong, Junhao Ge, Siheng Chen:
TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving. CVPR 2023: 1368-1378 - [c69]Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang:
EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning. CVPR 2023: 1410-1420 - [c68]Weibo Mao, Chenxin Xu, Qi Zhu, Siheng Chen, Yanfeng Wang:
Leapfrog Diffusion Model for Stochastic Trajectory Prediction. CVPR 2023: 5517-5526 - [c67]Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang:
Collaboration Helps Camera Overtake LiDAR in 3D Detection. CVPR 2023: 9243-9252 - [c66]Rui Ye, Zhenyang Ni, Fangzhao Wu, Siheng Chen, Yanfeng Wang:
Personalized Federated Learning with Inferred Collaboration Graphs. ICML 2023: 39801-39817 - [c65]Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang:
FedDisco: Federated Learning with Discrepancy-Aware Collaboration. ICML 2023: 39879-39902 - [c64]Yifan Lu, Quanhao Li, Baoan Liu, Mehrdad Dianati, Chen Feng, Siheng Chen, Yanfeng Wang:
Robust Collaborative 3D Object Detection in Presence of Pose Errors. ICRA 2023: 4812-4818 - [i85]Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng:
Discriminative Radial Domain Adaptation. CoRR abs/2301.00383 (2023) - [i84]Yiming Li, Qi Fang, Jiamu Bai, Siheng Chen, Felix Juefei-Xu, Chen Feng:
Among Us: Adversarially Robust Collaborative Perception by Consensus. CoRR abs/2303.09495 (2023) - [i83]Shaoheng Fang, Zi Wang, Yiqi Zhong, Junhao Ge, Siheng Chen, Yanfeng Wang:
TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving. CoRR abs/2303.09998 (2023) - [i82]Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Yu Guang Wang, Xinchao Wang, Yanfeng Wang:
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning. CoRR abs/2303.10876 (2023) - [i81]Weibo Mao, Chenxin Xu, Qi Zhu, Siheng Chen, Yanfeng Wang:
Leapfrog Diffusion Model for Stochastic Trajectory Prediction. CoRR abs/2303.10895 (2023) - [i80]Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang:
Collaboration Helps Camera Overtake LiDAR in 3D Detection. CoRR abs/2303.13560 (2023) - [i79]Shunli Ren, Zixing Lei, Zi Wang, Mehrdad Dianati, Yafei Wang, Siheng Chen, Wenjun Zhang:
Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving. CoRR abs/2304.11821 (2023) - [i78]Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang:
FedDisco: Federated Learning with Discrepancy-Aware Collaboration. CoRR abs/2305.19229 (2023) - [i77]Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang:
Joint-Relation Transformer for Multi-Person Motion Prediction. CoRR abs/2308.04808 (2023) - [i76]Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang:
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction. CoRR abs/2308.08942 (2023) - [i75]Bohan Tang, Siheng Chen, Xiaowen Dong:
Hypergraph Structure Inference From Data Under Smoothness Prior. CoRR abs/2308.14172 (2023) - 2022
- [j19]Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, Ivor W. Tsang:
Learning on Attribute-Missing Graphs. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 740-757 (2022) - [j18]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1232-1246 (2022) - [j17]Maosen Li, Siheng Chen, Xu Chen, Ya Zhang, Yanfeng Wang, Qi Tian:
Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3316-3333 (2022) - [j16]Yiming Li, Dekun Ma, Ziyan An, Zixun Wang, Yiqi Zhong, Siheng Chen, Chen Feng:
V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving. IEEE Robotics Autom. Lett. 7(4): 10914-10921 (2022) - [j15]Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang:
A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer. IEEE Trans. Multim. 24: 4314-4327 (2022) - [j14]Tianxi Ji, Changqing Luo, Lixing Yu, Qianlong Wang, Siheng Chen, Arun Thapa, Pan Li:
Energy-Efficient Computation Offloading in Mobile Edge Computing Systems With Uncertainties. IEEE Trans. Wirel. Commun. 21(8): 5717-5729 (2022) - [c63]Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang:
Unpaired Face Restoration via Learnable Cross-Quality Shift. CVPR Workshops 2022: 666-674 - [c62]Jun Wang, Xiaolong Li, Alan Sullivan, A. Lynn Abbott, Siheng Chen:
PointMotionNet: Point-Wise Motion Learning for Large-Scale LiDAR Point Clouds Sequences. CVPR Workshops 2022: 4418-4427 - [c61]Yixuan Huang, Xiaoyun Zhang, Yu Fu, Siheng Chen, Ya Zhang, Yanfeng Wang, Dazhi He:
Task Decoupled Framework for Reference-based Super-Resolution. CVPR 2022: 5921-5930 - [c60]Chenxin Xu, Weibo Mao, Wenjun Zhang, Siheng Chen:
Remember Intentions: Retrospective-Memory-based Trajectory Prediction. CVPR 2022: 6478-6487 - [c59]Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen:
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CVPR 2022: 6488-6497 - [c58]Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun:
No-Reference Point Cloud Quality Assessment via Domain Adaptation. CVPR 2022: 21147-21156 - [c57]Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang:
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. ECCV (6) 2022: 18-36 - [c56]Zixing Lei, Shunli Ren, Yue Hu, Wenjun Zhang, Siheng Chen:
Latency-Aware Collaborative Perception. ECCV (32) 2022: 316-332 - [c55]Yiqi Zhong, Zhenyang Ni, Siheng Chen, Ulrich Neumann:
Aware of the History: Trajectory Forecasting with the Local Behavior Data. ECCV (22) 2022: 393-409 - [c54]Yangheng Zhao, Jun Wang, Xiaolong Li, Yue Hu, Ce Zhang, Yanfeng Wang, Siheng Chen:
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation. ECCV Workshops (3) 2022: 695-703 - [c53]Genjia Liu, Maosen Li, Siheng Chen:
Multiscale Graph Scattering Transform. EUSIPCO 2022: 812-816 - [c52]Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis:
Detecting Backdoor Attacks against Point Cloud Classifiers. ICASSP 2022: 3159-3163 - [c51]Zida Cheng, Siheng Chen, Ya Zhang:
Spatio-Temporal Graph Complementary Scattering Networks. ICASSP 2022: 5573-5577 - [c50]Tongyi Luo, Jia Xiao, Chuncao Zhang, Siheng Chen, Yuan Tian, Guangjun Yu, Kang Dang, Xiaowei Ding:
Weakly Supervised Online Action Detection for Infant General Movements. MICCAI (2) 2022: 721-731 - [c49]Yue Hu, Shaoheng Fang, Zixing Lei, Yiqi Zhong, Siheng Chen:
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps. NeurIPS 2022 - [i74]Tianxi Ji, Changqing Luo, Lixing Yu, Qianlong Wang, Siheng Chen, Arun Thapa, Pan Li:
Energy-Efficient Computation Offloading in MobileEdge Computing Systems with Uncertainties. CoRR abs/2201.10398 (2022) - [i73]Siheng Chen, Fabio Giardina, Gary P. T. Choi, L. Mahadevan:
Modular representation and control of floppy networks. CoRR abs/2202.03150 (2022) - [i72]Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan:
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs. CoRR abs/2202.08408 (2022) - [i71]Yiming Li, Ziyan An, Zixun Wang, Yiqi Zhong, Siheng Chen, Chen Feng:
V2X-Sim: A Virtual Collaborative Perception Dataset for Autonomous Driving. CoRR abs/2202.08449 (2022) - [i70]Chenxin Xu, Weibo Mao, Wenjun Zhang, Siheng Chen:
Remember Intentions: Retrospective-Memory-based Trajectory Prediction. CoRR abs/2203.11474 (2022) - [i69]Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen:
GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning. CoRR abs/2204.08770 (2022) - [i68]Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong:
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling. CoRR abs/2205.15571 (2022) - [i67]Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen:
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning. CoRR abs/2206.13114 (2022) - [i66]Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Yanfeng Wang, Ya Zhang, Siheng Chen:
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. CoRR abs/2207.05195 (2022) - [i65]Zixing Lei, Shunli Ren, Yue Hu, Wenjun Zhang, Siheng Chen:
Latency-Aware Collaborative Perception. CoRR abs/2207.08560 (2022) - [i64]Yiqi Zhong, Zhenyang Ni, Siheng Chen, Ulrich Neumann:
Aware of the History: Trajectory Forecasting with the Local Behavior Data. CoRR abs/2207.09646 (2022) - [i63]Maosen Li, Siheng Chen, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang:
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction. CoRR abs/2208.00368 (2022) - [i62]Tongyi Luo, Jia Xiao, Chuncao Zhang, Siheng Chen, Yuan Tian, Guangjun Yu, Kang Dang, Xiaowei Ding:
Weakly Supervised Online Action Detection for Infant General Movements. CoRR abs/2208.03648 (2022) - [i61]Yue Hu, Shaoheng Fang, Weidi Xie, Siheng Chen:
Aerial Monocular 3D Object Detection. CoRR abs/2208.03974 (2022) - [i60]Yue Hu, Siheng Chen, Xu Chen, Ya Zhang, Xiao Gu:
Neural Message Passing for Visual Relationship Detection. CoRR abs/2208.04165 (2022) - [i59]Shunli Ren, Siheng Chen, Wenjun Zhang:
Collaborative Perception for Autonomous Driving: Current Status and Future Trend. CoRR abs/2208.10371 (2022) - [i58]Yue Hu, Shaoheng Fang, Zixing Lei, Yiqi Zhong, Siheng Chen:
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps. CoRR abs/2209.12836 (2022) - [i57]Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar:
FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning. CoRR abs/2210.07615 (2022) - [i56]Yangheng Zhao, Jun Wang, Xiaolong Li, Yue Hu, Ce Zhang, Yanfeng Wang, Siheng Chen:
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation. CoRR abs/2210.09948 (2022) - [i55]Enpei Zhang, Shuo Tang, Xiaowen Dong, Siheng Chen, Yanfeng Wang:
Unrolled Graph Learning for Multi-Agent Collaboration. CoRR abs/2210.17101 (2022) - [i54]Bohan Tang, Siheng Chen, Xiaowen Dong:
Learning Hypergraphs From Signals With Dual Smoothness Prior. CoRR abs/2211.01717 (2022) - [i53]Yifan Lu, Quanhao Li, Baoan Liu, Mehrdad Dianati, Chen Feng, Siheng Chen, Yanfeng Wang:
Robust Collaborative 3D Object Detection in Presence of Pose Errors. CoRR abs/2211.07214 (2022) - 2021
- [j13]Siheng Chen, Baoan Liu, Chen Feng, Carlos Vallespi-Gonzalez, Carl Wellington:
3D Point Cloud Processing and Learning for Autonomous Driving: Impacting Map Creation, Localization, and Perception. IEEE Signal Process. Mag. 38(1): 68-86 (2021) - [j12]Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian:
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. IEEE Trans. Image Process. 30: 7760-7775 (2021) - [j11]Siheng Chen, Yonina C. Eldar, Lingxiao Zhao:
Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising. IEEE Trans. Signal Process. 69: 3699-3713 (2021) - [c48]Xin Yu, Jeroen van Baar, Siheng Chen:
Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph. 3DV 2021: 505-514 - [c47]Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang:
Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation. AAAI 2021: 3013-3021 - [c46]Siheng Chen, Yonina C. Eldar:
Graph Signal Denoising Via Unrolling Networks. ICASSP 2021: 5290-5294 - [c45]Siheng Chen, Yonina C. Eldar:
Time-Varying Graph Signal Inpainting Via Unrolling Networks. ICASSP 2021: 8092-8097 - [c44]Takuya Fujihashi, Toshiaki Koike-Akino, Siheng Chen, Takashi Watanabe:
Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks. ICC 2021: 1-6 - [c43]Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yan-Feng Wang:
CaT: Weakly Supervised Object Detection with Category Transfer. ICCV 2021: 3050-3059 - [c42]Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis:
A Backdoor Attack against 3D Point Cloud Classifiers. ICCV 2021: 7577-7587 - [c41]Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Yanfeng Wang, Qi Tian:
Divide and Conquer for Single-frame Temporal Action Localization. ICCV 2021: 13435-13444 - [c40]Maosen Li, Siheng Chen, Zihui Liu, Zijing Zhang, Lingxi Xie, Qi Tian, Ya Zhang:
Skeleton Graph Scattering Networks for 3D Skeleton-based Human Motion Prediction. ICCVW 2021: 854-864 - [c39]Pratyusha Das, Antonio Ortega, Siheng Chen, Hassan Mansour, Anthony Vetro:
Application-Agnostic Spatio-Temporal Hand Graph Representations For Stable Activity Understanding. ICIP 2021: 1074-1078 - [c38]Zida Cheng, Siheng Chen, Ya Zhang:
Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning. ICIP 2021: 3632-3636 - [c37]Chao Pan, Siheng Chen, Antonio Ortega:
Spatio-Temporal Graph Scattering Transform. ICLR 2021 - [c36]Xingyue Pu, Tianyue Cao, Xiaoyun Zhang, Xiaowen Dong, Siheng Chen:
Learning to Learn Graph Topologies. NeurIPS 2021: 4249-4262 - [c35]Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Siheng Chen, Ya Zhang:
Collaborative Uncertainty in Multi-Agent Trajectory Forecasting. NeurIPS 2021: 6328-6340 - [c34]Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang:
Learning Distilled Collaboration Graph for Multi-Agent Perception. NeurIPS 2021: 29541-29552 - [c33]Chuan Wen, Yujie Pan, Jie Chang, Ya Zhang, Siheng Chen, Yanfeng Wang, Mei Han, Qi Tian:
Handwritten Chinese Font Generation with Collaborative Stroke Refinement. WACV 2021: 3881-3890 - [i52]Qi Yang, Siheng Chen, Yiling Xu, Jun Sun, M. Salman Asif, Zhan Ma:
Point Cloud Distortion Quantification based on Potential Energy for Human and Machine Perception. CoRR abs/2103.02850 (2021) - [i51]Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Qi Tian:
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. CoRR abs/2104.02357 (2021) - [i50]Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis:
A Backdoor Attack against 3D Point Cloud Classifiers. CoRR abs/2104.05808 (2021) - [i49]Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang:
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network. CoRR abs/2107.00894 (2021) - [i48]Zida Cheng, Siheng Chen, Ya Zhang:
Semi-supervised 3D Hand-Object Pose Estimation via Pose Dictionary Learning. CoRR abs/2107.07676 (2021) - [i47]Tianyue Cao, Lianyu Du, Xiaoyun Zhang, Siheng Chen, Ya Zhang, Yan-Feng Wang:
CaT: Weakly Supervised Object Detection with Category Transfer. CoRR abs/2108.07487 (2021) - [i46]Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian:
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction. CoRR abs/2108.11244 (2021) - [i45]Jinxiang Liu, Yangheng Zhao, Siheng Chen, Ya Zhang:
A 3D Mesh-based Lifting-and-Projection Network for Human Pose Transfer. CoRR abs/2109.11719 (2021) - [i44]Xin Yu, Jeroen van Baar, Siheng Chen:
Joint 3D Human Shape Recovery from A Single Imag with Bilayer-Graph. CoRR abs/2110.08472 (2021) - [i43]Xingyue Pu, Tianyue Cao, Xiaoyun Zhang, Xiaowen Dong, Siheng Chen:
Learning to Learn Graph Topologies. CoRR abs/2110.09807 (2021) - [i42]Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis:
Detecting Backdoor Attacks Against Point Cloud Classifiers. CoRR abs/2110.10354 (2021) - [i41]Zida Cheng, Siheng Chen, Ya Zhang:
Spatio-Temporal Graph Complementary Scattering Networks. CoRR abs/2110.12150 (2021) - [i40]Bohan Tang, Yiqi Zhong, Ulrich Neumann, Gang Wang, Ya Zhang, Siheng Chen:
Collaborative Uncertainty in Multi-Agent Trajectory Forecasting. CoRR abs/2110.13947 (2021) - [i39]Jian Du, Song Li, Fengran Mo, Siheng Chen:
Dynamic Differential-Privacy Preserving SGD. CoRR abs/2111.00173 (2021) - [i38]Yiming Li, Shunli Ren, Pengxiang Wu, Siheng Chen, Chen Feng, Wenjun Zhang:
Learning Distilled Collaboration Graph for Multi-Agent Perception. CoRR abs/2111.00643 (2021) - [i37]Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun:
No-Reference Point Cloud Quality Assessment via Domain Adaptation. CoRR abs/2112.02851 (2021) - 2020
- [j10]Huaixin Liang, Xin Yang, Shaoxiong Li, Siheng Chen, Xiaoqing Zhang:
Application research on quantitative prediction of TCM syndrome differentiation based on ensemble learning. Int. J. Comput. Appl. Technol. 64(1): 46-56 (2020) - [j9]Siheng Chen, Chaojing Duan, Yaoqing Yang, Duanshun Li, Chen Feng, Dong Tian:
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering. IEEE Trans. Image Process. 29: 3183-3198 (2020) - [c32]Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian:
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction. CVPR 2020: 211-220 - [c31]Yue Hu, Siheng Chen, Ya Zhang, Xiao Gu:
Collaborative Motion Prediction via Neural Motion Message Passing. CVPR 2020: 6318-6327 - [c30]Pengxiang Wu, Siheng Chen, Dimitris N. Metaxas:
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps. CVPR 2020: 11382-11392 - [c29]Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Bergés, Jacobo Bielak, Hae Young Noh:
Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring. ICASSP 2020: 3007-3011 - [c28]Chenyang Li, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Yanfeng Wang:
Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge Graph. ICKG 2020: 283-290 - [c27]Jingchao Su, Xu Chen, Ya Zhang, Siheng Chen, Dan Lv, Chenyang Li:
Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite Graphs. ICKG 2020: 466-473 - [c26]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Pruned Graph Scattering Transforms. ICLR 2020 - [c25]Dehong Liu, Siheng Chen, Petros T. Boufounos:
Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar. IGARSS 2020: 1881-1884 - [c24]Siheng Chen, Ningxiao Zhang, Huifang Sun:
Collaborative Localization Based on Traffic Landmarks for Autonomous Driving. ISCAS 2020: 1-5 - [c23]Maosen Li, Siheng Chen, Ya Zhang, Ivor W. Tsang:
Graph Cross Networks with Vertex Infomax Pooling. NeurIPS 2020 - [i36]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. CoRR abs/2001.09882 (2020) - [i35]Jingxiao Liu, Bingqing Chen, Siheng Chen, Mario Berges, Jacobo Bielak, Hae Young Noh:
Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring. CoRR abs/2002.02105 (2020) - [i34]Siheng Chen, Baoan Liu, Chen Feng, Carlos Vallespi-Gonzalez, Carl Wellington:
3D Point Cloud Processing and Learning for Autonomous Driving. CoRR abs/2003.00601 (2020) - [i33]