Siwei Liu

523 total citations
20 papers, 323 citations indexed

About

Siwei Liu is a scholar working on Cognitive Neuroscience, Psychiatry and Mental health and Molecular Biology. According to data from OpenAlex, Siwei Liu has authored 20 papers receiving a total of 323 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Cognitive Neuroscience, 4 papers in Psychiatry and Mental health and 2 papers in Molecular Biology. Recurrent topics in Siwei Liu's work include EEG and Brain-Computer Interfaces (7 papers), Functional Brain Connectivity Studies (4 papers) and Neonatal and fetal brain pathology (2 papers). Siwei Liu is often cited by papers focused on EEG and Brain-Computer Interfaces (7 papers), Functional Brain Connectivity Studies (4 papers) and Neonatal and fetal brain pathology (2 papers). Siwei Liu collaborates with scholars based in China, Singapore and United States. Siwei Liu's co-authors include Juan Zhou, Jinyi Long, Hui Li Koh, Cuntai Guan, F. Xavier Castellanos, Choon Guan Lim, Hanrui Wu, Xing Qian, Daniel Fung and Jia Zhang and has published in prestigious journals such as Scientific Reports, Neuropsychologia and Gene.

In The Last Decade

Siwei Liu

17 papers receiving 315 citations

Peers

Siwei Liu

PMH

RNMI

NEURO

CMN

Alicia Peltsch Canada

Pieter Poolman United States

Cecelia Manzanares United States

The Alzheimer’s Disease Neuroimaging Initiative United States

Petra Redel Germany

Michael Y. Bai United States

Lucas R. Trambaiolli Brazil

Katherine K. Mott United States

Hanni Kiiski Ireland

Nick Corriveau‐Lecavalier United States

Alicia Peltsch Canada

Siwei Liu

171 ×0.9

81 ×0.8

PMH

33 ×0.7

RNMI

72 ×2.1

NEURO

54 ×1.6

CMN

Citations per year, relative to Siwei Liu Siwei Liu (= 1×) peers Alicia Peltsch

Countries citing papers authored by Siwei Liu

Since Specialization

Citations

This map shows the geographic impact of Siwei Liu'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 Siwei Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siwei Liu more than expected).

Fields of papers citing papers by Siwei Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siwei Liu. 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 Siwei Liu. The network helps show where Siwei Liu may publish in the future.

Co-authorship network of co-authors of Siwei Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Siwei Liu. A scholar is included among the top collaborators of Siwei Liu 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 Siwei Liu. Siwei Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Zhang, Jia, Siwei Liu, Hanrui Wu, Zhe Zhang, & Jinyi Long. (2025). EEG Feature Selection in Emotion Recognition Using a Fuzzy Information-Theoretic Based Optimization Approach. IEEE Transactions on Fuzzy Systems. 33(8). 2675–2688.

Liu, Siwei, Jia Zhang, Hanrui Wu, et al.. (2025). Towards spatio-temporal representation learning for EEG classification in motor imagery-based BCI system. Knowledge-Based Systems. 324. 113801–113801.

Feng, Ran, Yang Yu, Hieng Ho Lau, et al.. (2025). Fatigue life prediction for corroded butt welds made of 1.4301 stainless steel and Q460 high-strength steel: Numerical analysis and new design rules. Structures. 80. 109825–109825. 1 indexed citations

Liu, Siwei, et al.. (2025). Perception Method of Voltage Spatial-Temporal Distribution for EV Enriched Distribution Network: A Priority Adaptive DNN Enhancement Approach. IEEE Transactions on Industry Applications. 61(2). 2386–2396.

Zhang, Jia, et al.. (2024). Toward Cross-Brain-Computer Interface: A Prototype-Supervised Adversarial Transfer Learning Approach With Multiple Sources. IEEE Transactions on Instrumentation and Measurement. 73. 1–13. 3 indexed citations

Wu, Hanrui, et al.. (2024). Unsupervised heterogeneous domain adaptation for EEG classification. Journal of Neural Engineering. 21(4). 46018–46018. 5 indexed citations

Liu, Siwei, et al.. (2024). Multi‐energy complementary optimal scheduling based on hydrogen gas turbine considering the flexibility of electrolyser. IET Renewable Power Generation. 18(12). 1972–1985. 1 indexed citations

Liu, Siwei, Jingjing Wang, Yanmei Cui, et al.. (2023). A selective up-sampling method applied upon unbalanced data for flare prediction: potential to improve model performance. Frontiers in Astronomy and Space Sciences. 10. 7 indexed citations

Liu, Dezheng, Jia Zhang, Hanrui Wu, Siwei Liu, & Jinyi Long. (2022). Multi-Source Transfer Learning for EEG Classification Based on Domain Adversarial Neural Network. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31. 218–228. 27 indexed citations

10.

Liu, Siwei, et al.. (2022). COVID-19 pandemic impacts on the elderly: the relationship between PPPD and prefrontal alpha rhythm. International Journal of Neuroscience. 134(4). 341–346. 2 indexed citations

11.

Liu, Siwei, Jia Zhang, Andong Wang, et al.. (2022). Subject adaptation convolutional neural network for EEG-based motor imagery classification. Journal of Neural Engineering. 19(6). 66003–66003. 19 indexed citations

12.

Liu, Siwei, Qiang Gao, Min Guan, et al.. (2022). Effectiveness of transcranial direct current stimulation over dorsolateral prefrontal cortex in patients with prolonged disorders of consciousness: A systematic review and meta-analysis. Frontiers in Neurology. 13. 998953–998953. 11 indexed citations

13.

Liu, Siwei, et al.. (2021). The Impact of Coronavirus Disease 2019 Epidemic on Dizziness/Vertigo Outpatients in a Neurological Clinic in China. Frontiers in Neurology. 12. 663173–663173. 5 indexed citations

14.

Jiang, Yanan, et al.. (2021). The Expression and Function of Circadian Rhythm Genes in Hepatocellular Carcinoma. Oxidative Medicine and Cellular Longevity. 2021(1). 4044606–4044606. 15 indexed citations

15.

Ji, Fang, Ofer Pasternak, Kwun Kei Ng, et al.. (2019). White matter microstructural abnormalities and default network degeneration are associated with early memory deficit in Alzheimer’s disease continuum. Scientific Reports. 9(1). 4749–4749. 29 indexed citations

16.

Qian, Xing, F. Xavier Castellanos, Siwei Liu, et al.. (2018). Brain-computer-interface-based intervention re-normalizes brain functional network topology in children with attention deficit/hyperactivity disorder. Translational Psychiatry. 8(1). 149–149. 64 indexed citations

17.

Qian, Xing, F. Xavier Castellanos, Lucina Q. Uddin, et al.. (2018). Large-scale brain functional network topology disruptions underlie symptom heterogeneity in children with attention-deficit/hyperactivity disorder. NeuroImage Clinical. 21. 101600–101600. 65 indexed citations

18.

Vipin, Ashwati, Yng Miin Loke, Siwei Liu, et al.. (2018). Cerebrovascular disease influences functional and structural network connectivity in patients with amnestic mild cognitive impairment and Alzheimer’s disease. Alzheimer s Research & Therapy. 10(1). 82–82. 37 indexed citations

19.

Liu, Siwei, Shengli Li, Hongliang Zhu, Shaoli Cheng, & Qing Yin Zheng. (2012). A mutation in the cdh23 gene causes age-related hearing loss in Cdh23nmf308/nmf308 mice. Gene. 499(2). 309–317. 20 indexed citations

20.

Asghar, Aziz U. R., et al.. (2008). An amygdala response to fearful faces with covered eyes. Neuropsychologia. 46(9). 2364–2370. 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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