Siheng Chen

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 216

Top Venues

CoRR

ICASSP

CVPR

IEEE Trans. Signal Process.

Publications

Shuo Tang, Rui Ye, Chenxin Xu, Xiaowen Dong, Siheng Chen, Yanfeng Wang
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning. CoRR (2024)
Zexi Liu, Bohan Tang, Ziyuan Ye, Xiaowen Dong, Siheng Chen, Yanfeng Wang
Hypergraph Transformer for Semi-Supervised Classification. ICASSP (2024)
Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Siheng Chen, Yanfeng Wang
An Extensible Framework for Open Heterogeneous Collaborative Perception. CoRR (2024)
Zixing Lei, Zhenyang Ni, Ruize Han, Shuo Tang, Dingju Wang, Chen Feng, Siheng Chen, Yanfeng Wang
Robust Collaborative Perception without External Localization and Clock Devices. CoRR (2024)
Rui Ye, Yaxin Du, Zhenyang Ni, Yanfeng Wang, Siheng Chen
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. ICLR (2024)
Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. CoRR (2024)
Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. KDD (2024)
Shaoheng Fang, Zuhong Liu, Mingyu Wang, Chenxin Xu, Yiqi Zhong, Siheng Chen
Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals. CoRR (2024)
Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang
Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Bohan Tang, Zexi Liu, Keyue Jiang, Siheng Chen, Xiaowen Dong
Hypergraph Node Classification With Graph Neural Networks. CoRR (2024)
Zhenyang Ni, Zixing Lei, Yifan Lu, Dingju Wang, Chen Feng, Yanfeng Wang, Siheng Chen
Self-Localized Collaborative Perception. CoRR (2024)
Peizhi Niu, Chao Pan, Siheng Chen, Olgica Milenkovic
Graph Transductive Defense: a Two-Stage Defense for Graph Membership Inference Attacks. CoRR (2024)
Shaoheng Fang, Rui Ye, Wenhao Wang, Zuhong Liu, Yuxiao Wang, Yafei Wang, Siheng Chen, Yanfeng Wang
FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units. CoRR (2024)
Yifan Lu, Yue Hu, Yiqi Zhong, Dequan Wang, Yanfeng Wang, Siheng Chen
An Extensible Framework for Open Heterogeneous Collaborative Perception. ICLR (2024)
Zhenyang Ni, Rui Ye, Yuxi Wei, Zhen Xiang, Yanfeng Wang, Siheng Chen
Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models. CoRR (2024)
Shunli Ren, Zixing Lei, Zi Wang, Mehrdad Dianati, Yafei Wang, Siheng Chen, Wenjun Zhang
Interruption-Aware Cooperative Perception for V2X Communication-Aided Autonomous Driving. IEEE Trans. Intell. Veh. 9 (4) (2024)
Si Liu, Zihan Ding, Jiahui Fu, Hongyu Li, Siheng Chen, Shifeng Zhang, Xu Zhou
V2X-PC: Vehicle-to-everything Collaborative Perception via Point Cluster. CoRR (2024)
Yuzhu Cai, Sheng Yin, Yuxi Wei, Chenxin Xu, Weibo Mao, Felix Juefei-Xu, Siheng Chen, Yanfeng Wang
Ethical-Lens: Curbing Malicious Usages of Open-Source Text-to-Image Models. CoRR (2024)
Yueyang Li, Siheng Chen, Guangming Lang
Fuzzy Granular-Balls Based Spectral Clustering. IJCRS (1) (2024)
Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen
FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models. CoRR (2024)
Yue Hu, Xianghe Pang, Xiaoqi Qin, Yonina C. Eldar, Siheng Chen, Ping Zhang, Wenjun Zhang
Pragmatic Communication in Multi-Agent Collaborative Perception. CoRR (2024)
Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. CoRR (2024)
Junkai Xia, Chenxin Xu, Qingyao Xu, Chen Xie, Yanfeng Wang, Siheng Chen
Language-Driven Interactive Traffic Trajectory Generation. CoRR (2024)
Shaoheng Fang, Zuhong Liu, Mingyu Wang, Chenxin Xu, Yiqi Zhong, Siheng Chen
Self-Supervised Bird's Eye View Motion Prediction with Cross-Modality Signals. AAAI (2024)
Kexin Lv, Rui Ye, Xiaolin Huang, Jie Yang, Siheng Chen
Learn What You Need in Personalized Federated Learning. CoRR (2024)
Rui Ye, Jingyi Chai, Xiangrui Liu, Yaodong Yang, Yanfeng Wang, Siheng Chen
Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models. CoRR (2024)
Chenxin Xu, Yuxi Wei, Bohan Tang, Sheng Yin, Ya Zhang, Siheng Chen, Yanfeng Wang
Dynamic-group-aware networks for multi-agent trajectory prediction with relational reasoning. Neural Networks 170 (2024)
Huan Lin, Lianghui Ding, Siheng Chen, Feng Yang, Liang Qian
Multi-hop Diffused Graph Convolution for Resilient UAV Swarm Networks. BMSB (2024)
Rui Ye, Wenhao Wang, Jingyi Chai, Dihan Li, Zexi Li, Yinda Xu, Yaxin Du, Yanfeng Wang, Siheng Chen
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning. CoRR (2024)
Zixing Lei, Zhenyang Ni, Ruize Han, Shuo Tang, Chen Feng, Siheng Chen, Yanfeng Wang
Robust Collaborative Perception without External Localization and Clock Devices. ICRA (2024)
Bohan Tang, Siheng Chen, Xiaowen Dong
Hypergraph-Mlp: Learning on Hypergraphs Without Message Passing. ICASSP (2024)
Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang
Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents. CoRR (2024)
Yifei Zhang, Hao Zhao, Hongyang Li, Siheng Chen
FastMAC: Stochastic Spectral Sampling of Correspondence Graph. CoRR (2024)
Jingwei Yi, Rui Ye, Qisi Chen, Bin Zhu, Siheng Chen, Defu Lian, Guangzhong Sun, Xing Xie, Fangzhao Wu
On the Vulnerability of Safety Alignment in Open-Access LLMs. ACL (Findings) (2024)
Genjia Liu, Yue Hu, Chenxin Xu, Weibo Mao, Junhao Ge, Zhengxiang Huang, Yifan Lu, Yinda Xu, Junkai Xia, Yafei Wang, Siheng Chen
Towards Collaborative Autonomous Driving: Simulation Platform and End-to-End System. CoRR (2024)
Yue Hu, Juntong Peng, Sifei Liu, Junhao Ge, Si Liu, Siheng Chen
Communication-Efficient Collaborative Perception via Information Filling with Codebook. CoRR (2024)
Zexi Liu, Bohan Tang, Ziyuan Ye, Xiaowen Dong, Siheng Chen, Yanfeng Wang
Hypergraph Transformer for Semi-Supervised Classification. CoRR (2023)
Qingyao Xu, Weibo Mao, Jingze Gong, Chenxin Xu, Siheng Chen, Weidi Xie, Ya Zhang, Yanfeng Wang
Joint-Relation Transformer for Multi-Person Motion Prediction. ICCV (2023)
Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang
FedDisco: Federated Learning with Discrepancy-Aware Collaboration. CoRR (2023)
Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar
FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning. IEEE Trans. Signal Process. 71 (2023)
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
Compatible Transformer for Irregularly Sampled Multivariate Time Series. CoRR (2023)
Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction. CoRR (2023)
Bohan Tang, Siheng Chen, Xiaowen Dong
Hypergraph Structure Inference From Data Under Smoothness Prior. CoRR (2023)
Weibo Mao, Chenxin Xu, Qi Zhu, Siheng Chen, Yanfeng Wang
Leapfrog Diffusion Model for Stochastic Trajectory Prediction. CVPR (2023)
Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang
Collaboration Helps Camera Overtake LiDAR in 3D Detection. CoRR (2023)
Rui Ye, Yaxin Du, Zhenyang Ni, Siheng Chen, Yanfeng Wang
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation. CoRR (2023)
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)
Rui Ye, Xinyu Zhu, Jingyi Chai, Siheng Chen, Yanfeng Wang
Federated Learning Empowered by Generative Content. CoRR (2023)
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 (2023)
Bohan Tang, Yiqi Zhong, Chenxin Xu, Wei-Tao Wu, Ulrich Neumann, Ya Zhang, Siheng Chen, Yanfeng Wang
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Yiming Li, Qi Fang, Jiamu Bai, Siheng Chen, Felix Juefei-Xu, Chen Feng
Among Us: Adversarially Robust Collaborative Perception by Consensus. ICCV (2023)
Yiming Li, Qi Fang, Jiamu Bai, Siheng Chen, Felix Juefei-Xu, Chen Feng
Among Us: Adversarially Robust Collaborative Perception by Consensus. CoRR (2023)
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 (2023)
Yue Hu, Shaoheng Fang, Weidi Xie, Siheng Chen
Aerial Monocular 3D Object Detection. IEEE Robotics Autom. Lett. 8 (4) (2023)
Yue Hu, Yifan Lu, Runsheng Xu, Weidi Xie, Siheng Chen, Yanfeng Wang
Collaboration Helps Camera Overtake LiDAR in 3D Detection. CVPR (2023)
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)
Yangheng Zhao, Zhen Xiang, Sheng Yin, Xianghe Pang, Siheng Chen, Yanfeng Wang
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. CoRR (2023)
Zixing Lei, Yiming Zhang, Yuxin Xiong, Siheng Chen
Emergent Communication in Interactive Sketch Question Answering. CoRR (2023)
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)
Bohan Tang, Siheng Chen, Xiaowen Dong
Learning Hypergraphs From Signals With Dual Smoothness Prior. ICASSP (2023)
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) (2023)
Rui Ye, Zhenyang Ni, Fangzhao Wu, Siheng Chen, Yanfeng Wang
Personalized Federated Learning with Inferred Collaboration Graphs. ICML (2023)
Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Qi Tian
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. IEEE Trans. Multim. 25 (2023)
Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng
Discriminative Radial Domain Adaptation. CoRR (2023)
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
Compatible Transformer for Irregularly Sampled Multivariate Time Series. ICDM (2023)
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 (2023)
Bohan Tang, Siheng Chen, Xiaowen Dong
Hypergraph-MLP: Learning on Hypergraphs without Message Passing. CoRR (2023)
Zixing Lei, Yiming Zhang, Yuxin Xiong, Siheng Chen
Emergent Communication in Interactive Sketch Question Answering. NeurIPS (2023)
Chenxin Xu, Robby T. Tan, Yuhong Tan, Siheng Chen, Xinchao Wang, Yanfeng Wang
Auxiliary Tasks Benefit 3D Skeleton-based Human Motion Prediction. ICCV (2023)
Zenan Huang, Jun Wen, Siheng Chen, Linchao Zhu, Nenggan Zheng
Discriminative Radial Domain Adaptation. IEEE Trans. Image Process. 32 (2023)
Sizhe Wei, Yuxi Wei, Yue Hu, Yifan Lu, Yiqi Zhong, Siheng Chen, Ya Zhang
Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow. CoRR (2023)
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 (2023)
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) (2023)
Rui Ye, Mingkai Xu, Jianyu Wang, Chenxin Xu, Siheng Chen, Yanfeng Wang
FedDisco: Federated Learning with Discrepancy-Aware Collaboration. ICML (2023)
Weibo Mao, Chenxin Xu, Qi Zhu, Siheng Chen, Yanfeng Wang
Leapfrog Diffusion Model for Stochastic Trajectory Prediction. CoRR (2023)
Sizhe Wei, Yuxi Wei, Yue Hu, Yifan Lu, Yiqi Zhong, Siheng Chen, Ya Zhang
Asynchrony-Robust Collaborative Perception via Bird's Eye View Flow. NeurIPS (2023)
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)
Zhen Xiang, David J. Miller, Siheng Chen, Xi Li, George Kesidis
Detecting Backdoor Attacks against Point Cloud Classifiers. ICASSP (2022)
Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis
Efficient and Stable Graph Scattering Transforms via Pruning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
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 (2022)
Yue Hu, Shaoheng Fang, Weidi Xie, Siheng Chen
Aerial Monocular 3D Object Detection. CoRR (2022)
Zixing Lei, Shunli Ren, Yue Hu, Wenjun Zhang, Siheng Chen
Latency-Aware Collaborative Perception. CoRR (2022)
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 (2022)
Chenxin Xu, Weibo Mao, Wenjun Zhang, Siheng Chen
Remember Intentions: Retrospective-Memory-based Trajectory Prediction. CoRR (2022)
Yue Hu, Shaoheng Fang, Zixing Lei, Yiqi Zhong, Siheng Chen
Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps. CoRR (2022)
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) (2022)
Yiqi Zhong, Zhenyang Ni, Siheng Chen, Ulrich Neumann
Aware of the History: Trajectory Forecasting with the Local Behavior Data. CoRR (2022)
Zida Cheng, Siheng Chen, Ya Zhang
Spatio-Temporal Graph Complementary Scattering Networks. ICASSP (2022)
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 (2022)
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 (2022)
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) (2022)
Yue Hu, Siheng Chen, Xu Chen, Ya Zhang, Xiao Gu
Neural Message Passing for Visual Relationship Detection. CoRR (2022)
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 (2022)
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 (2022)
Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun
No-Reference Point Cloud Quality Assessment via Domain Adaptation. CVPR (2022)
Shunli Ren, Siheng Chen, Wenjun Zhang
Collaborative Perception for Autonomous Driving: Current Status and Future Trend. CoRR (2022)
Yangyi Dong, Xiaoyun Zhang, Zhixin Wang, Ya Zhang, Siheng Chen, Yanfeng Wang
Unpaired Face Restoration via Learnable Cross-Quality Shift. CVPR Workshops (2022)
Bohan Tang, Siheng Chen, Xiaowen Dong
Learning Hypergraphs From Signals With Dual Smoothness Prior. CoRR (2022)
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 (2022)
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) (2022)

Siheng Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Siheng Chen