Siheng Chen

8.9k total citations · 2 hit papers
138 papers, 4.5k citations indexed

About

Siheng Chen is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics. According to data from OpenAlex, Siheng Chen has authored 138 papers receiving a total of 4.5k indexed citations (citations by other indexed papers that have themselves been cited), including 55 papers in Artificial Intelligence, 50 papers in Computer Vision and Pattern Recognition and 21 papers in Statistical and Nonlinear Physics. Recurrent topics in Siheng Chen's work include Advanced Graph Neural Networks (32 papers), Complex Network Analysis Techniques (18 papers) and Human Pose and Action Recognition (17 papers). Siheng Chen is often cited by papers focused on Advanced Graph Neural Networks (32 papers), Complex Network Analysis Techniques (18 papers) and Human Pose and Action Recognition (17 papers). Siheng Chen collaborates with scholars based in China, United States and United Kingdom. Siheng Chen's co-authors include Jelena Kovačević, Aliaksei Sandryhaila, Ya Zhang, Yanfeng Wang, Rohan Varma, Maosen Li, Chen Feng, Chenxin Xu, José M. F. Moura and Jacobo Bielak and has published in prestigious journals such as Applied Physics Letters, IEEE Transactions on Pattern Analysis and Machine Intelligence and Chemical Communications.

In The Last Decade

Siheng Chen

131 papers receiving 4.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Discrete Signal Processing on Graphs: Sampling Theory

2015 419 citations Siheng Chen, Aliaksei Sandryhaila et al. IEEE Transactions on Signal Processing profile →
V2X-Sim: Multi-Agent Collaborative Perception Dataset and Benchmark for Autonomous Driving

2022 170 citations Yiqi Zhong, Siheng Chen et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Siheng Chen China	35	1.6k	1.5k	655	559	542	138	4.5k
Zhixin Li China	29	1.3k 0.8×	927 0.6×	236 0.4×	373 0.7×	296 0.5×	367	4.4k
S. Lecœuche France	20	855 0.5×	1.5k 1.0×	156 0.2×	136 0.2×	195 0.4×	73	4.1k
Zheng Zhao United States	30	1.6k 1.0×	2.3k 1.5×	89 0.1×	176 0.3×	146 0.3×	109	5.3k
P. Saratchandran Singapore	30	933 0.6×	4.4k 2.9×	126 0.2×	188 0.3×	240 0.4×	89	6.1k
Xiaoming Hu Sweden	38	1.1k 0.7×	539 0.4×	215 0.3×	92 0.2×	152 0.3×	337	5.9k
Hongming Zhou China	10	1.1k 0.7×	4.0k 2.6×	73 0.1×	131 0.2×	284 0.5×	19	5.4k
Wei Wang China	47	942 0.6×	845 0.6×	255 0.4×	97 0.2×	320 0.6×	488	10.0k
Cesare Alippi Italy	43	673 0.4×	2.9k 1.9×	181 0.3×	123 0.2×	133 0.2×	231	6.5k
N. Sundararajan Singapore	36	793 0.5×	3.5k 2.3×	124 0.2×	164 0.3×	134 0.2×	181	5.5k
Aurelio Uncini Italy	35	1.0k 0.7×	1.7k 1.1×	142 0.2×	1.2k 2.2×	40 0.1×	213	4.0k

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-authorship network of co-authors of Siheng Chen

This figure shows the co-authorship network connecting the top 25 collaborators of Siheng Chen. A scholar is included among the top collaborators of Siheng Chen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Siheng Chen. Siheng Chen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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

20 of 20 papers shown

Yang, Chen, et al.. (2025). Does wetland degradation impact bird diversity differently across seasons? A case study of Zoige Alpine Wetland ecosystem. Avian Research. 16(1). 100227–100227. 4 indexed citations

Wang, Yanfeng, et al.. (2025). FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models. 15267–15291. 1 indexed citations

Wang, Wenhao, et al.. (2024). KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server. 7677–7695.

Chen, Siheng, et al.. (2024). Research progress on quality evaluation of strong-flavor baijiu pit mud. Journal of Food Composition and Analysis. 137. 106889–106889. 4 indexed citations

Wang, Mingyu, et al.. (2024). Self-Supervised Bird’s Eye View Motion Prediction with Cross-Modality Signals. Proceedings of the AAAI Conference on Artificial Intelligence. 38(2). 1726–1734. 2 indexed citations

Chen, Siheng, et al.. (2024). High performance of AlGaN/GaN HEMT with AlN cap layer. Micro and Nanostructures. 198. 208054–208054. 3 indexed citations

Feng, Chen, et al.. (2024). Robust Collaborative Perception without External Localization and Clock Devices. 7280–7286. 2 indexed citations

Cheong, Kuan Yew, et al.. (2024). Influence of post fabrication annealing on device performance of InAlN/GaN high electron mobility transistors. Journal of Physics and Chemistry of Solids. 187. 111870–111870. 1 indexed citations

Chen, Siheng, Peng Cui, Kuan Yew Cheong, et al.. (2024). Improved electrical performance of InAlN/GaN high electron mobility transistors with forming gas annealing. Solid-State Electronics. 213. 108861–108861. 4 indexed citations

10.

Ye, Rui, Wenhao Wang, Yuxiao Wang, et al.. (2024). FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units. IEEE Transactions on Intelligent Transportation Systems. 25(11). 18321–18337. 1 indexed citations

11.

Chen, Siheng, et al.. (2024). Enhanced device performance of GaN high electron mobility transistors with in situ crystalline SiN cap layer. Applied Physics Letters. 125(12). 1 indexed citations

12.

Ye, Rui, et al.. (2023). FedFM: Anchor-Based Feature Matching for Data Heterogeneity in Federated Learning. IEEE Transactions on Signal Processing. 71. 4224–4239. 18 indexed citations

13.

Yang, Chen, Siheng Chen, & Jie Wang. (2023). Ontogenetic color change in the tail of blue‐tailed skinks (Plestodion elegans). Ecology and Evolution. 13(6). e10152–e10152. 2 indexed citations

14.

Ju, Chen, Peisen Zhao, Siheng Chen, et al.. (2022). Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization. IEEE Transactions on Multimedia. 25. 6688–6701. 9 indexed citations

15.

Chen, Siheng, et al.. (2022). Cell clustering for spatial transcriptomics data with graph neural networks. Nature Computational Science. 2(6). 399–408. 114 indexed citations

16.

Li, Maosen, et al.. (2022). Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks. IEEE Transactions on Neural Networks and Learning Systems. 35(4). 4768–4782. 45 indexed citations

17.

Huang, Kai, et al.. (2020). Task-Level Aware Scheduling of Energy-Constrained Applications on Heterogeneous Multi-Core System. Electronics. 9(12). 2077–2077. 1 indexed citations

18.

Ioannidis, Vassilis N., Siheng Chen, & Georgios B. Giannakis. (2020). Pruned Graph Scattering Transforms. International Conference on Learning Representations. 7 indexed citations

19.

Chen, Siheng, Yaoqing Yang, José M. F. Moura, & Jelena Kovačević. (2016). Signal Localization, Decomposition and Dictionary Learning on Graphs.. arXiv (Cornell University). 1 indexed citations

20.

Chen, Siheng, Aliaksei Sandryhaila, José M. F. Moura, & Jelena Kovačević. (2014). Signal Recovery on Graphs. arXiv (Cornell University). 12 indexed citations

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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