Siheng Chen

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All published works

Action	Title	Year	Authors
+ PDF Chat	SafeAgentBench: A Benchmark for Safe Task Planning of Embodied LLM Agents	2024	Sheng Yin Xianghe Pang Yudan Ding M. C. Chen Y.J. Bi Yujuan Xiong Wenhao Huang Zhen Xiang Jing Shao Siheng Chen
+ PDF Chat	InfiniCube: Unbounded and Controllable Dynamic 3D Driving Scene Generation with World-Guided Video Models	2024	Yifan Lu Xuanchi Ren Jiawei Yang Tianchang Shen Zhangjie Wu Jun Gao Yue Wang Siheng Chen Mike Y. Chen Sanja Fidler
+ PDF Chat	DiffPatch: Generating Customizable Adversarial Patches using Diffusion Model	2024	Zhixiang Wang Guangnan Ye Xiaosen Wang Siheng Chen Zhibo Wang Xingjun Ma Yu‐Gang Jiang
+ PDF Chat	Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review	2024	Rui Ye Xianghe Pang Jingyi Chai Jiaao Chen Zhenfei Yin Zhen Xiang Xiaowen Dong Jing Shao Siheng Chen
+ PDF Chat	One is Plenty: A Polymorphic Feature Interpreter for Immutable Heterogeneous Collaborative Perception	2024	Yuchen Xia Quan Yuan Guiyang Luo Xiaoyuan Fu Li Yang Xuanhan Zhu Tianyou Luo Siheng Chen Jinglin Li
+ PDF Chat	V2X-R: Cooperative LiDAR-4D Radar Fusion for 3D Object Detection with Denoising Diffusion	2024	Xun Huang Jinlong Wang Qiming Xia Siheng Chen Bisheng Yang Cheng Wang Chenglu Wen
+ PDF Chat	Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation	2024	Shuo Tang Xinyue Pang Zihang Liu Bohan Tang Rui Ye Xiaowen Dong Yanfeng Wang Siheng Chen
+ PDF Chat	Data Quality Control in Federated Instruction-tuning of Large Language Models	2024	Yaxin Du Rui Ye Fengting Yuchi Wanru Zhao Jingjing Qu Yanfeng Wang Siheng Chen
+ PDF Chat	KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server	2024	Wenhao Wang Xiaoyu Liang Rui Ye J. W. Chai Siheng Chen Yanfeng Wang
+ PDF Chat	Federated Instruction Tuning of LLMs with Domain Coverage Augmentation	2024	Z. Wang Yi Du Zhuzhong Qian Siheng Chen
+ PDF Chat	Self-Localized Collaborative Perception	2024	Zhenyang Ni Zixing Lei Yifan Lu Dingju Wang Feng Chen Yanfeng Wang Siheng Chen
+ PDF Chat	Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models	2024	Rui Ye Jingyi Chai Xiangrui Liu Yaodong Yang Yanfeng Wang Siheng Chen
+ PDF Chat	Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks	2024	Peizhi Niu Chao Pan Siheng Chen Olgica Milenković
+ PDF Chat	Robust Collaborative Perception without External Localization and Clock Devices	2024	Zixing Lei Zhenyang Ni Ruize Han Shuo Tang Chen Feng Siheng Chen Yanfeng Wang
+ PDF Chat	Communication-Efficient Collaborative Perception via Information Filling with Codebook	2024	Yue Hu Juntong Peng Sifei Liu Junhao Ge Si Liu Siheng Chen
+ PDF Chat	Robust Collaborative Perception without External Localization and Clock Devices	2024	Zixing Lei Zhenyang Ni Ruize Han Shuo Tang Feng Chen Siheng Chen Yanfeng Wang
+ PDF Chat	Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models	2024	Zhenyang Ni Rui Ye Yuxi Wei Zhen Xiang Yanfeng Wang Siheng Chen
+ PDF Chat	Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models	2024	Yuzhu Cai Sheng Yin Yuxi Wei Chenxin Xu Weibo Mao Felix Juefei-Xu Siheng Chen Yanfeng Wang
+ PDF Chat	Towards Collaborative Autonomous Driving: Simulation Platform and End-to-End System	2024	Genjia Liu Yue Hu Chenxin Xu Weibo Mao Junhao Ge Zhengxiang Huang Yifan Lu Yinda Xu Junkai Xia Yafei Wang
+ PDF Chat	V2X-PC: Vehicle-to-everything Collaborative Perception via Point Cluster	2024	Si Liu Zihan Ding Jiahui Fu Hongyu Li Siheng Chen Shifeng Zhang Xu Zhou
+ PDF Chat	Self-Supervised Bird’s Eye View Motion Prediction with Cross-Modality Signals	2024	Shaoheng Fang Zuhong Liu Mingyu Wang Chenxin Xu Yiqi Zhong Siheng Chen
+	Hypergraph Transformer for Semi-Supervised Classification	2024	Zexi Liu Bohan Tang Ziyuan Ye Xiaowen Dong Siheng Chen Yanfeng Wang
+	Hypergraph-Mlp: Learning on Hypergraphs Without Message Passing	2024	Bohan Tang Siheng Chen Xiaowen Dong
+ PDF Chat	FastMAC: Stochastic Spectral Sampling of Correspondence Graph	2024	Yifei Zhang Hao Zhao Hongyang Li Siheng Chen
+ PDF Chat	Enhancing Data Quality in Federated Fine-Tuning of Foundation Models	2024	Wanru Zhao Yaxin Du Nicholas D. Lane Siheng Chen Yanfeng Wang
+ PDF Chat	Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving	2024	Shunli Ren Zixing Lei Zi Wang Mehrdad Dianati Yafei Wang Siheng Chen Wenjun Zhang
+ PDF Chat	OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning	2024	Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen
+ PDF Chat	Hypergraph Node Classification With Graph Neural Networks	2024	Bohan Tang Zexi Liu Keyue Jiang Siheng Chen Xiaowen Dong
+ PDF Chat	Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation	2024	Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen
+ PDF Chat	Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents	2024	Yuxi Wei Zi Wang Yifan Lu Chenxin Xu Changxing Liu Hao Zhao Siheng Chen Yanfeng Wang
+	Learn What You Need in Personalized Federated Learning	2024	Kexin Lv Rui Ye Xiaolin Huang Jie Yang Siheng Chen
+	Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals	2024	Shaoheng Fang Zuhong Liu Mingyu Wang Chenxin Xu Yiqi Zhong Siheng Chen
+	Pragmatic Communication in Multi-Agent Collaborative Perception	2024	Yue Hu Xianghe Pang Xiaoqi Qin Yonina C. Eldar Siheng Chen Ping Zhang Wenjun Zhang
+	FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units	2024	Shaoheng Fang Rui Ye Wenhao Wang Zuhong Liu Yuxiao Wang Yafei Wang Siheng Chen Yanfeng Wang
+	An Extensible Framework for Open Heterogeneous Collaborative Perception	2024	Yifan Lu Yue Hu Yiqi Zhong Dequan Wang Siheng Chen Yanfeng Wang
+ PDF Chat	FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units	2024	Shaoheng Fang Rui Ye Wenhao Wang Zuhong Liu Yuxiao Wang Yafei Wang Siheng Chen Yanfeng Wang
+ PDF Chat	Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models	2024	Yuzhu Cai Sheng Yin Yuxi Wei Chenxin Xu Weibo Mao Felix Juefei Xu Siheng Chen Yanfeng Wang
+ PDF Chat	Compatible Transformer for Irregularly Sampled Multivariate Time Series	2023	Yuxi Wei Juntong Peng Tong He Chenxin Xu Jian Zhang Shirui Pan Siheng Chen
+ PDF Chat	Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	2023	Chenxin Xu Robby T. Tan Yu-Hong Tan Siheng Chen Xinchao Wang Yanfeng Wang
+ PDF Chat	Joint-Relation Transformer for Multi-Person Motion Prediction	2023	Qingyao Xu Weibo Mao Jingze Gong Chenxin Xu Siheng Chen Weidi Xie Ya Zhang Yanfeng Wang
+ PDF Chat	Among Us: Adversarially Robust Collaborative Perception by Consensus	2023	Yiming Li Qi Fang Jiamu Bai Siheng Chen Felix Juefei-Xu Chen Feng
+ PDF Chat	Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting	2023	Bohan Tang Yiqi Zhong Chenxin Xu Wei‐Tao Wu Ulrich Neumann Ya Zhang Siheng Chen Yanfeng Wang
+ PDF Chat	TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving	2023	Shaoheng Fang Zi Wang Yiqi Zhong Junhao Ge Siheng Chen
+ PDF Chat	EqMotion: Equivariant Multi-Agent Motion Prediction with Invariant Interaction Reasoning	2023	Chenxin Xu Robby T. Tan Yu-Hong Tan Siheng Chen Yu Guang Wang Xinchao Wang Yanfeng Wang
+ PDF Chat	Leapfrog Diffusion Model for Stochastic Trajectory Prediction	2023	Weibo Mao Chenxin Xu Qi Zhu Siheng Chen Yanfeng Wang
+ PDF Chat	Collaboration Helps Camera Overtake LiDAR in 3D Detection	2023	Yue Hu Yifan Lu Runsheng Xu Weidi Xie Siheng Chen Yanfeng Wang
+ PDF Chat	Robust Collaborative 3D Object Detection in Presence of Pose Errors	2023	Yifan Lu Quanhao Li Baoan Liu Mehrdad Dianati Chen Feng Siheng Chen Yanfeng Wang
+	Learning Hypergraphs From Signals With Dual Smoothness Prior	2023	Bohan Tang Siheng Chen Xiaowen Dong
+	The Xi-Zhao model of T1-spaces	2023	Siheng Chen Qingguo Li
+ PDF Chat	Aerial Monocular 3D Object Detection	2023	Yue Hu Shaoheng Fang Weidi Xie Siheng Chen
+	Discriminative Radial Domain Adaptation	2023	Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng
+ PDF Chat	Discriminative Radial Domain Adaptation	2023	Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng
+	Among Us: Adversarially Robust Collaborative Perception by Consensus	2023	Yiming Li Qi Fang Jiamu Bai Siheng Chen Felix Juefei-Xu Feng Chen
+	TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving	2023	Shaoheng Fang Zi Wang Yiqi Zhong Junhao Ge Siheng Chen Yanfeng Wang
+	EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning	2023	Chenxin Xu Robby T. Tan Yu-Hong Tan Siheng Chen Yu Guang Wang Xinchao Wang Yanfeng Wang
+	Leapfrog Diffusion Model for Stochastic Trajectory Prediction	2023	Weibo Mao Chenxin Xu Qi Zhu Siheng Chen Yanfeng Wang
+	Collaboration Helps Camera Overtake LiDAR in 3D Detection	2023	Yue Hu Yifan Lu Runsheng Xu Weidi Xie Siheng Chen Yanfeng Wang
+	Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving	2023	Shunli Ren Zixing Lei Zi Wang Mehrdad Dianati Yafei Wang Siheng Chen Wenjun Zhang
+	FedDisco: Federated Learning with Discrepancy-Aware Collaboration	2023	Rui Ye Mingkai Xu Jianyu Wang Chenxin Xu Siheng Chen Yanfeng Wang
+	Joint-Relation Transformer for Multi-Person Motion Prediction	2023	Qingyao Xu Weibo Mao Jingze Gong Chenxin Xu Siheng Chen Weidi Xie Ya Zhang Yanfeng Wang
+	Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction	2023	Chenxin Xu Robby T. Tan Yu-Hong Tan Siheng Chen Xinchao Wang Yanfeng Wang
+	Hypergraph Structure Inference From Data Under Smoothness Prior	2023	Bohan Tang Siheng Chen Xiaowen Dong
+	Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow	2023	Sizhe Wei Yuxi Wei Yue Hu Yifan Lu Yiqi Zhong Siheng Chen Ya Zhang
+ PDF Chat	FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning	2023	Rui Ye Zhenyang Ni Chenxin Xu Jianyu Wang Siheng Chen Yonina C. Eldar
+	Compatible Transformer for Irregularly Sampled Multivariate Time Series	2023	Yuxi Wei Juntong Peng Tong He Chenxin Xu Jian Zhang Shirui Pan Siheng Chen
+	Malicious Agent Detection for Robust Multi-Agent Collaborative Perception	2023	Yangheng Zhao Zhen Xiang Sheng Yin Xianghe Pang Siheng Chen Yanfeng Wang
+	Emergent Communication in Interactive Sketch Question Answering	2023	Zixing Lei Yiming Zhang Yuxin Xiong Siheng Chen
+	Xi-Zhao Model Preserves WD Spaces	2023	Siheng Chen Qingguo Li
+	Federated Learning Empowered by Generative Content	2023	Rui Ye Xinyu Zhu Jingyi Chai Siheng Chen Yanfeng Wang
+	Fake It Till Make It: Federated Learning with Consensus-Oriented Generation	2023	Rui Ye Yaxin Du Zhenyang Ni Siheng Chen Yanfeng Wang
+	Hypergraph-MLP: Learning on Hypergraphs without Message Passing	2023	Bohan Tang Siheng Chen Xiaowen Dong
+	Hypergraph Transformer for Semi-Supervised Classification	2023	Zexi Liu Bohan Tang Ziyuan Ye Xiaowen Dong Siheng Chen Yanfeng Wang
+ PDF Chat	Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs	2022	Ming Jin Yu Zheng Yuan-Fang Li Siheng Chen Bin Yang Shirui Pan
+ PDF Chat	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization	2022	Chen Ju Peisen Zhao Siheng Chen Ya Zhang Xiaoyun Zhang Yanfeng Wang Qi Tian
+ PDF Chat	MPED: Quantifying Point Cloud Distortion Based on Multiscale Potential Energy Discrepancy	2022	Qi Yang Yujie Zhang Siheng Chen Yiling Xu Jun Sun Zhan Ma
+ PDF Chat	Collaborative Perception for Autonomous Driving: Current Status and Future Trend	2022	Shunli Ren Siheng Chen Wenjun Zhang
+	V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving	2022	Yiming Li Dekun Ma Ziyan An Zixun Wang Yiqi Zhong Siheng Chen Chen Feng
+ PDF Chat	No-Reference Point Cloud Quality Assessment via Domain Adaptation	2022	Qi Yang Yipeng Liu Siheng Chen Yiling Xu Jun Sun
+ PDF Chat	Remember Intentions: Retrospective-Memory-based Trajectory Prediction	2022	Chenxin Xu Weibo Mao Wenjun Zhang Siheng Chen
+ PDF Chat	GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning	2022	Chenxin Xu Maosen Li Zhenyang Ni Ya Zhang Siheng Chen
+ PDF Chat	Detecting Backdoor Attacks against Point Cloud Classifiers	2022	Zhen Xiang David J. Miller Siheng Chen Xi Li George Kesidis
+ PDF Chat	Spatio-Temporal Graph Complementary Scattering Networks	2022	Zida Cheng Siheng Chen Ya Zhang
+ PDF Chat	Energy-Efficient Computation Offloading in Mobile Edge Computing Systems With Uncertainties	2022	Tianxi Ji Changqing Luo Lixing Yu Qianlong Wang Siheng Chen Arun Thapa Pan Li
+	Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs	2022	Ming Jin Yu Zheng Yuan-Fang Li Siheng Chen Bin Yang Shirui Pan
+	Remember Intentions: Retrospective-Memory-based Trajectory Prediction	2022	Chenxin Xu Weibo Mao Wenjun Zhang Siheng Chen
+	GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning	2022	Chenxin Xu Maosen Li Zhenyang Ni Ya Zhang Siheng Chen
+	Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling	2022	Mingxing Xu Chenglin Li Wenrui Dai Siheng Chen Junni Zou Pascal Frossard Hongkai Xiong
+	Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning	2022	Chenxin Xu Yuxi Wei Bohan Tang Sheng Yin Ya Zhang Siheng Chen
+	Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting	2022	Bohan Tang Yiqi Zhong Chenxin Xu Wei‐Tao Wu Ulrich Neumann Yanfeng Wang Ya Zhang Siheng Chen
+	Energy-Efficient Computation Offloading in MobileEdge Computing Systems with Uncertainties	2022	Tianxi Ji Changqing Luo Lixing Yu Qianlong Wang Siheng Chen Arun Thapa Pan Li
+	V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving	2022	Yiming Li Dekun Ma Ziyan An Zixun Wang Yiqi Zhong Siheng Chen Feng Chen
+	Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction	2022	Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang
+	Collaborative Perception for Autonomous Driving: Current Status and Future Trend	2022	Shunli Ren Siheng Chen Wenjun Zhang
+ PDF Chat	Weakly Supervised Online Action Detection for Infant General Movements	2022	Tongyi Luo Jia Xiao Chuncao Zhang Siheng Chen Yuan Tian Guangjun Yu Kang Dang Xiaowei Ding
+	Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps	2022	Yue Hu Shaoheng Fang Zixing Lei Yiqi Zhong Siheng Chen
+	Neural Message Passing for Visual Relationship Detection	2022	Yue Hu Siheng Chen Xu Chen Ya Zhang Gu Xiao
+	Aerial Monocular 3D Object Detection	2022	Yue Hu Shaoheng Fang Weidi Xie Siheng Chen
+	Weakly Supervised Online Action Detection for Infant General Movements	2022	Tongyi Luo Jia Xiao Chuncao Zhang Siheng Chen Yuan Tian Guangjun Yu Kang Dang Xiaowei Ding
+	FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning	2022	Rui Ye Zhenyang Ni Chenxin Xu Jianyu Wang Siheng Chen Yonina C. Eldar
+	Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation	2022	Yangheng Zhao Jun Wang Xiaolong Li Yue Hu Ce Zhang Yanfeng Wang Siheng Chen
+	Unrolled Graph Learning for Multi-Agent Collaboration	2022	Enpei Zhang Shuo Tang Xiaowen Dong Siheng Chen Yanfeng Wang
+	Learning Hypergraphs From Signals With Dual Smoothness Prior	2022	Bohan Tang Siheng Chen Xiaowen Dong
+	Robust Collaborative 3D Object Detection in Presence of Pose Errors	2022	Yifan Lu Quanhao Li Baoan Liu Mehrdad Dianati Feng Chen Siheng Chen Yanfeng Wang
+ PDF Chat	Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction	2022	Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang
+ PDF Chat	Latency-Aware Collaborative Perception	2022	Zixing Lei Shunli Ren Yue Hu Wenjun Zhang Siheng Chen
+	Aware of the History: Trajectory Forecasting with the Local Behavior Data	2022	Yiqi Zhong Zhenyang Ni Siheng Chen Ulrich Neumann
+ PDF Chat	Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph	2021	Xin Yu Jeroen van Baar Siheng Chen
+ PDF Chat	Learning Distilled Collaboration Graph for Multi-Agent Perception	2021	Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Feng Chen Wenjun Zhang
+	Collaborative Uncertainty in Multi-Agent Trajectory Forecasting	2021	Bohan Tang Yiqi Zhong Ulrich Neumann Gang Wang Ya Zhang Siheng Chen
+ PDF Chat	Learning to Learn Graph Topologies	2021	Xingyue Pu Tianyue Cao Xiaoyun Zhang Xiaowen Dong Siheng Chen
+	Joint 3D Human Shape Recovery from A Single Imag with Bilayer-Graph.	2021	Xin Yu Jeroen van Baar Siheng Chen
+ PDF Chat	A 3D Mesh-Based Lifting-and-Projection Network for Human Pose Transfer	2021	Jinxiang Liu Yangheng Zhao Siheng Chen Ya Zhang
+ PDF Chat	CaT: Weakly Supervised Object Detection with Category Transfer	2021	Tianyue Cao Lianyu Du Xiaoyun Zhang Siheng Chen Ya Zhang Yanfeng Wang
+ PDF Chat	A Backdoor Attack against 3D Point Cloud Classifiers	2021	Zhen Xiang David J. Miller Siheng Chen Xi Li George Kesidis
+ PDF Chat	Semi-Supervised 3D Hand-Object Pose Estimation Via Pose Dictionary Learning	2021	Zida Cheng Siheng Chen Ya Zhang
+ PDF Chat	Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks	2021	Takuya Fujihashi Toshiaki Koike‐Akino Siheng Chen Takashi Watanabe
+ PDF Chat	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation	2021	Chenxin Xu Siheng Chen Maosen Li Ya Zhang
+ PDF Chat	A Backdoor Attack against 3D Point Cloud Classifiers	2021	Zhen Xiang David J. Miller Siheng Chen Xi Li George Kesidis
+	Point Cloud Distortion Quantification based on Potential Energy for Human and Machine Perception	2021	Qi Yang Siheng Chen Yiling Xu Jun Sun M. Salman Asif Zhan Ma
+ PDF Chat	Symbiotic Graph Neural Networks for 3D Skeleton-Based Human Action Recognition and Motion Prediction	2021	Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian
+ PDF Chat	Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising	2021	Siheng Chen Yonina C. Eldar Lingxiao Zhao
+ PDF Chat	Handwritten Chinese Font Generation with Collaborative Stroke Refinement	2021	Chuan Wen Yujie Pan Jie Chang Ya Zhang Siheng Chen Yanfeng Wang Mei Han Qi Tian
+	A Backdoor Attack against 3D Point Cloud Classifiers	2021	Zhen Xiang David J. Miller Siheng Chen Xi Li George Kesidis
+	Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network	2021	Maosen Li Siheng Chen Yanning Shen Genjia Liu Ivor W. Tsang Ya Zhang
+	Semi-supervised 3D Hand-Object Pose Estimation via Pose Dictionary Learning	2021	Zida Cheng Siheng Chen Ya Zhang
+ PDF Chat	Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction	2021	Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian
+	A 3D Mesh-based Lifting-and-Projection Network for Human Pose Transfer	2021	Jinxiang Liu Yangheng Zhao Siheng Chen Ya Zhang
+	CaT: Weakly Supervised Object Detection with Category Transfer	2021	Tianyue Cao Lianyu Du Xiaoyun Zhang Siheng Chen Ya Zhang Yanfeng Wang
+	Dynamic Differential-Privacy Preserving SGD	2021	Jian Du Song Li Fengran Mo Siheng Chen
+	Learning Distilled Collaboration Graph for Multi-Agent Perception	2021	Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Feng Chen Wenjun Zhang
+	Collaborative Uncertainty in Multi-Agent Trajectory Forecasting	2021	Bohan Tang Yiqi Zhong Ulrich Neumann Gang Wang Siheng Chen Ya Zhang
+	Learning to Learn Graph Topologies	2021	Xingyue Pu Tianyue Cao Xiaoyun Zhang Xiaowen Dong Siheng Chen
+	Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph	2021	Xin Yu Jeroen van Baar Siheng Chen
+	No-Reference Point Cloud Quality Assessment via Domain Adaptation	2021	Qi Yang Yipeng Liu Siheng Chen Joanna Yi Jun Sun
+	MPED: Quantifying Point Cloud Distortion based on Multiscale Potential Energy Discrepancy	2021	Qi Yang Yujie Zhang Siheng Chen Joanna Yi Jun Sun Zhan Ma
+	Detecting Backdoor Attacks Against Point Cloud Classifiers	2021	Zhen Xiang David J. Miller Siheng Chen Xi Li George Kesidis
+	Spatio-Temporal Graph Complementary Scattering Networks	2021	Zida Cheng Siheng Chen Ya Zhang
+	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization	2021	Chen Ju Peisen Zhao Siheng Chen Ya Zhang Xiaoyun Zhang Qi Tian
+ PDF Chat	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation	2020	Chenxin Xu Siheng Chen Maosen Li Ya Zhang
+ PDF Chat	Learning on Attribute-Missing Graphs	2020	Xu Chen Siheng Chen Jiangchao Yao Huangjie Zheng Ya Zhang Ivor W. Tsang
+	Graph Cross Networks with Vertex Infomax Pooling	2020	Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang
+ PDF Chat	Graph Cross Networks with Vertex Infomax Pooling	2020	Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang
+	Efficient and Stable Graph Scattering Transforms via Pruning	2020	Vassilis N. Ioannidis Siheng Chen Georgios B. Giannakis
+ PDF Chat	Dual Graph Embedding for Object-Tag Link Prediction on the Knowledge Graph	2020	Chenyang Li Xu Chen Ya Zhang Siheng Chen Dan Lv Yanfeng Wang
+ PDF Chat	Collaborative Adversarial Learning for Relational Learning on Multiple Bipartite Graphs	2020	Jingchao Su Xu Chen Ya Zhang Siheng Chen Dan Lv Chenyang Li
+ PDF Chat	Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks	2020	Takuya Fujihashi Toshiaki Koike‐Akino Siheng Chen Takashi Watanabe
+ PDF Chat	MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird’s Eye View Maps	2020	Pengxiang Wu Siheng Chen Dimitris Metaxas
+ PDF Chat	Collaborative Motion Prediction via Neural Motion Message Passing	2020	Yue Hu Siheng Chen Ya Zhang Xiao Gu
+ PDF Chat	Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction	2020	Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian
+ PDF Chat	Damage-Sensitive and Domain-Invariant Feature Extraction for Vehicle-Vibration-Based Bridge Health Monitoring	2020	Jingxiao Liu Bingqing Chen Siheng Chen Mario Bergés Jacobo Bielak Haeyoung Noh
+ PDF Chat	3D Point Cloud Processing and Learning for Autonomous Driving	2020	Siheng Chen Baoan Liu Feng Chen Carlos Vallespi-Gonzalez Carl Wellington
+	Damage-sensitive and domain-invariant feature extraction for vehicle-vibration-based bridge health monitoring	2020	Jingxiao Liu Bingqing Chen Siheng Chen Mario Bergés Jacobo Bielak Haeyoung Noh
+	3D Point Cloud Processing and Learning for Autonomous Driving	2020	Siheng Chen Baoan Liu Chen Feng Carlos Vallespi-Gonzalez Carl Wellington
+	Collaborative Motion Prediction via Neural Motion Message Passing	2020	Yue Hu Siheng Chen Ya Zhang Xiao Gu
+	Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction	2020	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	2020	Pengxiang Wu Siheng Chen Dimitris Metaxas
+	Wireless 3D Point Cloud Delivery Using Deep Graph Neural Networks	2020	Takuya Fujihashi Toshiaki Koike‐Akino Siheng Chen Takashi Watanabe
+	Collaborative Adversarial Learning for RelationalLearning on Multiple Bipartite Graphs	2020	Jingchao Su Xu Chen Ya Zhang Siheng Chen Dan Lv Chenyang Li
+	Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph	2020	Chenyang Li Xu Chen Ya Zhang Siheng Chen Dan Lv Yanfeng Wang
+	Sampling and Recovery of Graph Signals based on Graph Neural Networks	2020	Siheng Chen Maosen Li Ya Zhang
+	Graph Cross Networks with Vertex Infomax Pooling	2020	Maosen Li Siheng Chen Ya Zhang Ivor W. Tsang
+	Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation	2020	Chenxin Xu Siheng Chen Maosen Li Ya Zhang
+	Spatio-Temporal Graph Scattering Transform	2020	Chao Pan Siheng Chen Antonio Ortega
+	Efficient and Stable Graph Scattering Transforms via Pruning	2020	Vassilis N. Ioannidis Siheng Chen Georgios B. Giannakis
+ PDF Chat	Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering	2019	Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian
+ PDF Chat	The eigen-structures of real (skew) circulant matrices with some applications	2019	Zhongyun Liu Siheng Chen Weijin Xu Yulin Zhang
+ PDF Chat	Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition	2019	Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian
+ PDF Chat	3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation	2019	Chaojing Duan Siheng Chen Jelena Kovačević
+	3D Point Cloud Denoising via Deep Neural Network based Local Surface Estimation	2019	Chaojing Duan Siheng Chen Jelena Kovačević
+	Handwritten Chinese Font Generation with Collaborative Stroke Refinement	2019	Chuan Wen Jie Chang Ya Zhang Siheng Chen Yanfeng Wang Mei Han Qi Tian
+	Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition	2019	Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian
+	Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving	2019	Siheng Chen Sufeng Niu Tian Lan Baoan Liu
+	Node Attribute Generation on Graphs	2019	Xu Chen Siheng Chen Huangjie Zheng Jiangchao Yao Kenan Cui Ya Zhang Ivor W. Tsang
+	Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction	2019	Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian
+	Fast Temporal Path Localization on Graphs via Multiscale Viterbi Decoding	2018	Yaoqing Yang Siheng Chen Mohammad Ali Maddah-Ali Pulkit Grover Soummya Kar Jelena Kovačević
+ PDF Chat	Generalized Value Iteration Networks:Life Beyond Lattices	2018	Sufeng Niu Siheng Chen Hanyu Guo Colin Targonski Melissa C. Smith Jelena Kovačević
+	Multiresolution Representations for Piecewise-Smooth Signals on Graphs	2018	Siheng Chen Aarti Singh Jelena Kovačević
+	The eigenstructures of real (skew) circulant matrices with some applications	2018	Zhongyun Liu Siheng Chen Weijin Xu Yulin Zhang
+	Weighted Multi-projection: 3D Point Cloud Denoising with Estimated Tangent Planes	2018	Chaojing Duan Siheng Chen Jelena Kovačević
+ PDF Chat	Fast Resampling of Three-Dimensional Point Clouds via Graphs	2017	Siheng Chen Dong Tian Chen Feng Anthony Vetro Jelena Kovačević
+ PDF Chat	Fast path localization on graphs via multiscale Viterbi decoding	2017	Yaoqing Yang Siheng Chen Mohammad Ali Maddah-Ali Pulkit Grover Soummya Kar Jelena Kovačević
+ PDF Chat	Detecting Localized Categorical Attributes on Graphs	2017	Siheng Chen Yaoqing Yang Shi Zong Aarti Singh Jelena Kovačević
+	Fast, Warped Graph Embedding: Unifying Framework and One-Click Algorithm	2017	Siheng Chen Sufeng Niu Leman Akoglu Jelena Kovačević Christos Faloutsos
+	Generalized Value Iteration Networks: Life Beyond Lattices	2017	Sufeng Niu Siheng Chen Hanyu Guo Colin Targonski Melissa C. Smith Jelena Kovačević
+	Signal Localization, Decomposition and Dictionary Learning on Graphs.	2016	Siheng Chen Yaoqing Yang José M. F. Moura Jelena Kovačević
+ PDF Chat	A statistical perspective of sampling scores for linear regression	2016	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	Localization, Decomposition, and Dictionary Learning of Piecewise-Constant Signals on Graphs	2016	Siheng Chen Yaoqing Yang José M. F. Moura Jelena Kovačević
+	Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies	2016	Siheng Chen Rohan Verma Aarti Singh Jelena Kovačević
+	Discrete Signal Processing on Graphs: Sampling Theory	2015	Siheng Chen Rohan Varma Aliaksei Sandryhaila Jelena Kovačević
+	Signal Recovery on Graphs: Variation Minimization	2015	Siheng Chen Aliaksei Sandryhaila José M. F. Moura Jelena Kovačević
+ PDF Chat	Signal recovery on graphs: Random versus experimentally designed sampling	2015	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	Signal Recovery on Graphs: Random versus Experimentally Designed Sampling	2015	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	Signal Representations on Graphs: Tools and Applications	2015	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies	2015	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	A statistical perspective of sampling scores for linear regression	2015	Siheng Chen Rohan Varma Aarti Singh Jelena Kovačević
+	Signal Recovery on Graphs	2014	Siheng Chen Aliaksei Sandryhaila José M. F. Moura Jelena Kovačević

Common Coauthors

Coauthor	Papers Together
Ya Zhang	48
Yanfeng Wang	37
Chenxin Xu	27
Maosen Li	18
Jelena Kovačević	17
Yiqi Zhong	14
Bohan Tang	11
Rui Ye	11
Yanfeng Wang	10
Xiaowen Dong	9
Aarti Singh	8
Qi Tian	8
Zixing Lei	8
Chen Feng	7
Yangheng Zhao	7
Shunli Ren	7
Wenjun Zhang	7
Zhenyang Ni	7
Shaoheng Fang	7
Rohan Varma	7
Xiaoyun Zhang	6
Xu Chen	6
Ivor W. Tsang	6
Yaoqing Yang	6
Weibo Mao	6
Jelena Kovačević	6
Weidi Xie	6
Xi Li	5
Qi Tian	5
Yifan Lu	5
Yanfeng Wang	5
Yiming Li	5
Xianghe Pang	5
Zhen Xiang	5
Ulrich Neumann	5
George Kesidis	5
Yue Hu	5
Yonina C. Eldar	4
Xinchao Wang	4
Zida Cheng	4
Zhen Xiang	4
Dan Lv	4
Yu-Hong Tan	4
José M. F. Moura	4
Chenyang Li	4
Zuhong Liu	4
Yifan Lu	4
Sufeng Niu	4
Tianyue Cao	4
Yafei Wang	4

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Semi-Supervised Classification with Graph Convolutional Networks	2016	Thomas Kipf Max Welling	26
+ PDF Chat	The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains	2013	David I Shuman Sunil K. Narang Pascal Frossard Antonio Ortega Pierre Vandergheynst	19
+	Wavelets on graphs via spectral graph theory	2010	David K. Hammond Pierre Vandergheynst Rémi Gribonval	17
+	Discrete Signal Processing on Graphs: Sampling Theory	2015	Siheng Chen Rohan Varma Aliaksei Sandryhaila Jelena Kovačević	16
+ PDF Chat	Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition	2019	Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian	16
+	Signal Recovery on Graphs: Variation Minimization	2015	Siheng Chen Aliaksei Sandryhaila José M. F. Moura Jelena Kovačević	15
+ PDF Chat	Discrete Signal Processing on Graphs	2013	Aliaksei Sandryhaila José M. F. Moura	14
+ PDF Chat	Perfect Reconstruction Two-Channel Wavelet Filter Banks for Graph Structured Data	2012	Sunil K. Narang Antonio Ortega	13
+	Efficient Sampling Set Selection for Bandlimited Graph Signals Using Graph Spectral Proxies	2016	Aamir Anis Akshay Gadde Antonio Ortega	12
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	12
+ PDF Chat	Fast Resampling of Three-Dimensional Point Clouds via Graphs	2017	Siheng Chen Dong Tian Chen Feng Anthony Vetro Jelena Kovačević	12
+ PDF Chat	Collaborative Motion Prediction via Neural Motion Message Passing	2020	Yue Hu Siheng Chen Ya Zhang Xiao Gu	12
+	Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering	2016	Michaël Defferrard Xavier Bresson Pierre Vandergheynst	11
+ PDF Chat	GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning	2022	Chenxin Xu Maosen Li Zhenyang Ni Ya Zhang Siheng Chen	11
+ PDF Chat	A Spectral Graph Uncertainty Principle	2013	Ameya Agaskar Yue M. Lu	11
+ PDF Chat	Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction	2020	Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian	11
+ PDF Chat	Clustering on Multi-Layer Graphs via Subspace Analysis on Grassmann Manifolds	2014	Xiaowen Dong Pascal Frossard Pierre Vandergheynst N. Nefedov	10
+ PDF Chat	Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition	2018	Sijie Yan Yuanjun Xiong Dahua Lin	10
+ PDF Chat	Learning Parametric Dictionaries for Signals on Graphs	2014	Dorina Thanou David I Shuman Pascal Frossard	10
+ PDF Chat	3D ShapeNets: A deep representation for volumetric shapes	2015	Zhirong Wu Shuran Song Aditya Khosla Fisher Yu Linguang Zhang Xiaoou Tang Jianxiong Xiao	10
+ PDF Chat	A Multiscale Pyramid Transform for Graph Signals	2015	David I Shuman Mohammad Javad Faraji Pierre Vandergheynst	10
+ PDF Chat	Structural-RNN: Deep Learning on Spatio-Temporal Graphs	2016	Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena	9
+ PDF Chat	PointPillars: Fast Encoders for Object Detection From Point Clouds	2019	Alex Lang Sourabh Vora Holger Caesar Lubing Zhou Jiong Yang Oscar Beijbom	9
+ PDF Chat	Dynamic Graph CNN for Learning on Point Clouds	2019	Yue Wang Yongbin Sun Ziwei Liu Sanjay E. Sarma Michael M. Bronstein Justin Solomon	9
+ PDF Chat	PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation	2017	Raffaelli Charles Hao Su Kaichun Mo Leonidas Guibas	9
+ PDF Chat	Convolutional Sequence to Sequence Model for Human Dynamics	2018	Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee	9
+ PDF Chat	Learning Trajectory Dependencies for Human Motion Prediction	2019	Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li	9
+ PDF Chat	DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents	2017	Namhoon Lee Wongun Choi Paul Vernaza Christopher Choy Philip H. S. Torr Manmohan Chandraker	9
+ PDF Chat	Local Fiedler vector centrality for detection of deep and overlapping communities in networks	2014	Pin‐Yu Chen Alfred O. Hero	9
+ PDF Chat	Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks	2018	Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi	8
+ PDF Chat	Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs	2013	Sunil K. Narang Antonio Ortega	8
+ PDF Chat	Sampling in Paley-Wiener spaces on combinatorial graphs	2008	Isaac Z. Pesenson	8
+ PDF Chat	Local-Set-Based Graph Signal Reconstruction	2015	Xiaohan Wang Pengfei Liu Yuantao Gu	8
+	Gated Graph Sequence Neural Networks	2015	Yujia Li Daniel Tarlow Marc Brockschmidt Richard S. Zemel	8
+	Approximating signals supported on graphs	2012	Xiaofan Zhu Michael Rabbat	8
+	Inductive Representation Learning on Large Graphs	2017	William L. Hamilton Rex Ying Jure Leskovec	8
+ PDF Chat	Who2com: Collaborative Perception via Learnable Handshake Communication	2020	Yen‐Cheng Liu Junjiao Tian Chih‐Yao Ma Nathan Glaser Chia-Wen Kuo Zsolt Kira	8
+	Signal Recovery on Graphs: Fundamental Limits of Sampling Strategies	2016	Siheng Chen Rohan Verma Aarti Singh Jelena Kovačević	8
+ PDF Chat	nuScenes: A Multimodal Dataset for Autonomous Driving	2020	Holger Caesar Varun Bankiti Alex Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yu Pan Giancarlo Baldan Oscar Beijbom	8
+ PDF Chat	DeepWalk	2014	Bryan Perozzi Rami Al‐Rfou Steven Skiena	8
+ PDF Chat	Recurrent Network Models for Human Dynamics	2015	Katerina Fragkiadaki Sergey Levine Panna Felsen Jitendra Malik	8
+ PDF Chat	Signals on Graphs: Uncertainty Principle and Sampling	2016	Mikhail Tsitsvero Sergio Barbarossa Paolo Di Lorenzo	8
+ PDF Chat	On Human Motion Prediction Using Recurrent Neural Networks	2017	Julieta Martínez Michael J. Black Javier Romero	8
+ PDF Chat	V2VNet: Vehicle-to-Vehicle Communication for Joint Perception and Prediction	2020	Tsun-Hsuan Wang Sivabalan Manivasagam Ming Liang Bin Yang Wenyuan Zeng Raquel Urtasun	8
+ PDF Chat	Discrete Signal Processing on Graphs: Frequency Analysis	2014	Aliaksei Sandryhaila José M. F. Moura	7
+ PDF Chat	Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies	2019	Xiao Guo Jongmoo Choi	7
+	Sampling of Graph Signals With Successive Local Aggregations	2015	Antonio G. Marqués Santiago Segarra Geert Leus Alejandro Ribeiro	7
+	3D Point Cloud Processing and Learning for Autonomous Driving	2020	Siheng Chen Baoan Liu Chen Feng Carlos Vallespi-Gonzalez Carl Wellington	7
+ PDF Chat	SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints	2019	Amir Sadeghian Vineet Kosaraju Ali Sadeghian Noriaki Hirose Hamid Rezatofighi Silvio Savarese	7
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	7