Siheng Chen

8.9k citations

138 papers · 4.5k indexed · 2 hit papers · h-index 35

Impact in

Computer Vision and Pattern Recognition top 0.5%
- Human Pose and Action Recognition
- Video Surveillance and Tracking Methods
Statistical and Nonlinear Physics top 1%
- Complex Network Analysis Techniques

Papers in

Computer Vision and Pattern Recognition 50
- Human Pose and Action Recognition 17
- Video Surveillance and Tracking Methods 9
- Advanced Vision and Imaging 9
Artificial Intelligence 55
- Advanced Graph Neural Networks 32
- Anomaly Detection Techniques and Applications 15

Co-authors: Jelena Kovačević Aliaksei Sandryhaila Ya Zhang Yanfeng Wang Rohan Varma Maosen Li Chen Feng José M. F. Moura
Journals: IEEE Transactions on Signal Processing (8 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (5 papers)Mechanical Systems and Signal Processing (4 papers)Physics of Fluids (3 papers)IEEE Transactions on Intelligent Transportation Systems (2 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Siheng Chen

131 papers receiving 4.4k citations

Hit Papers

align trajectories log scale

V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving 2022 · 170 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2022 IEEE Robotics and Automation Letters
2015 IEEE Transactions on Signal Processing

Peers

Countries citing papers authored by Siheng Chen

Since Specialization

Citations

This map shows the geographic impact of Siheng Chen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siheng Chen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siheng Chen more than expected).

Fields of papers citing papers by Siheng Chen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siheng Chen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siheng Chen. The network helps show where Siheng Chen may publish in the future.

Co-authors

The 25 scholars most cited alongside Siheng Chen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Siheng Chen Line = papers co-authored together Siheng Chen links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Does wetland degradation impact bird diversity differently across seasons? A case study of Zoige Alpine Wetland ecosystem Avian Research ·Chen Yang, Siheng Chen, Tianpei Guan	2025	4
2	FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du, Rui Ye, Fengting Yuchi, Wanru Zhao, Jingjing Qu, Yanfeng Wang, Siheng Chen	2025	1
3	Self-Supervised Bird’s Eye View Motion Prediction with Cross-Modality Signals Proceedings of the AAAI Conference on Artificial Intelligence ·Shaoheng Fang, Zuhong Liu, Mingyu Wang, Chenxin Xu, Yiqi Zhong, Siheng Chen	2024	2
4	High performance of AlGaN/GaN HEMT with AlN cap layer Micro and Nanostructures ·Xin Luo, Peng Cui, T. Y. Zhang, Xinkun Yan, Siheng Chen, Liu Wang, Jiacheng Dai, Handoko Linewih, Zhaojun Lin, Xiangang Xu, Jisheng Han	2024	3
5	Robust Collaborative Perception without External Localization and Clock Devices Zixing Lei, Zhenyang Ni, Ruize Han, Shuo Tang, Chen Feng, Siheng Chen, Yanfeng Wang	2024	2
6	KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server Wenhao Wang, Xiaoyu Liang, Rui Ye, J. W. Chai, Siheng Chen, Yanfeng Wang	2024	0
7	Research progress on quality evaluation of strong-flavor baijiu pit mud Journal of Food Composition and Analysis ·Xinqiang Ning, Luling Lan, Huazhi Li, Siheng Chen, Tang Tang, Huibo Luo, Jia Zheng, Ye-Hua Gan	2024	4
8	FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units IEEE Transactions on Intelligent Transportation Systems ·Shaoheng Fang, Rui Ye, Wenhao Wang, Zuhong Liu, Yuxiao Wang, Yafei Wang, Siheng Chen, Yanfeng Wang	2024	1
9	Enhanced device performance of GaN high electron mobility transistors with in situ crystalline SiN cap layer Applied Physics Letters ·Xin Luo, Peng Cui, Handoko Linewih, T. Y. Zhang, Xinkun Yan, Siheng Chen, Liu Wang, Jiacheng Dai, Zhaojun Lin, Xiangang Xu, Jisheng Han	2024	1
10	Influence of post fabrication annealing on device performance of InAlN/GaN high electron mobility transistors Journal of Physics and Chemistry of Solids ·Xin Luo, Peng Cui, Handoko Linewih, Kuan Yew Cheong, Mingsheng Xu, Siheng Chen, Liu Wang, Jiuji Sun, Jiacheng Dai, Xiangang Xu, Jisheng Han	2024	1
11	Improved electrical performance of InAlN/GaN high electron mobility transistors with forming gas annealing Solid-State Electronics ·Siheng Chen, Peng Cui, Handoko Linewih, Kuan Yew Cheong, Mingsheng Xu, Xin Luo, Liu Wang, Jiuji Sun, Jiacheng Dai, Jisheng Han, Xiangang Xu	2024	4
12	FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning IEEE Transactions on Signal Processing ·Rui Ye, Zhenyang Ni, Chenxin Xu, Jianyu Wang, Siheng Chen, Yonina C. Eldar	2023	18
13	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization IEEE Transactions on Multimedia ·Chen Ju, Peisen Zhao, Siheng Chen, Ya Zhang, Xiaoyun Zhang, Yanfeng Wang, Qi Tian	2022	9
14	Cell clustering for spatial transcriptomics data with graph neural networks Nature Computational Science ·Jiachen Li, Siheng Chen, Xiaoyong Pan, Ye Yuan, Hong‐Bin Shen	2022	114
15	Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks IEEE Transactions on Neural Networks and Learning Systems ·Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang	2022	45
16	Spatio-Temporal Graph Scattering Transform International Conference on Learning Representations ·Chao Pan, Siheng Chen, Antonio Ortega	2021	6
17	Task-Level Aware Scheduling of Energy-Constrained Applications on Heterogeneous Multi-Core System Electronics ·Kai Huang, Ming Jing, Xiaowen Jiang, Siheng Chen, Xiaobo Li, Tao Wei, Dongliang Xiong, Zhili Liu	2020	1
18	Pruned Graph Scattering Transforms International Conference on Learning Representations ·Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis	2020	7
19	Signal Localization, Decomposition and Dictionary Learning on Graphs. arXiv (Cornell University) ·Siheng Chen, Yaoqing Yang, José M. F. Moura, Jelena Kovačević	2016	1
20	Signal Recovery on Graphs arXiv (Cornell University) ·Siheng Chen, Aliaksei Sandryhaila, José M. F. Moura, Jelena Kovačević	2014	12

About Siheng Chen

Siheng Chen is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Statistical and Nonlinear Physics, Computational Mathematics and Automotive Engineering, having authored 138 papers that have together received 4.5k indexed citations. Recurring topics across this work include Advanced Graph Neural Networks (32 papers), Complex Network Analysis Techniques (18 papers), Human Pose and Action Recognition (17 papers), Anomaly Detection Techniques and Applications (15 papers), Autonomous Vehicle Technology and Safety (12 papers), Robotics and Sensor-Based Localization (10 papers), Video Surveillance and Tracking Methods (9 papers) and Advanced Vision and Imaging (9 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.6k citations), Statistical and Nonlinear Physics (655 citations), Artificial Intelligence (1.5k citations), Automotive Engineering (542 citations) and Geology (196 citations). Siheng Chen has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Jelena Kovačević, Aliaksei Sandryhaila, Ya Zhang, Yanfeng Wang, Rohan Varma, Maosen Li, Chen Feng, José M. F. Moura, Chenxin Xu and Jacobo Bielak. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Transactions on Pattern Analysis and Machine Intelligence, Mechanical Systems and Signal Processing, Physics of Fluids and IEEE Transactions on Intelligent Transportation Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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