Jiayu Ye

1.8k total citations · 1 hit paper
27 papers, 576 citations indexed

About

Jiayu Ye is a scholar working on Experimental and Cognitive Psychology, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Jiayu Ye has authored 27 papers receiving a total of 576 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Experimental and Cognitive Psychology, 9 papers in Cognitive Neuroscience and 8 papers in Artificial Intelligence. Recurrent topics in Jiayu Ye's work include Emotion and Mood Recognition (10 papers), Face Recognition and Perception (4 papers) and Functional Brain Connectivity Studies (3 papers). Jiayu Ye is often cited by papers focused on Emotion and Mood Recognition (10 papers), Face Recognition and Perception (4 papers) and Functional Brain Connectivity Studies (3 papers). Jiayu Ye collaborates with scholars based in China, United States and Macao. Jiayu Ye's co-authors include Amir Gholami, Linjian Ma, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer, Zhen Dong, Sheng Shen, Hangxin Cheng, Min Li and Xiaohuan Xi and has published in prestigious journals such as Nature Communications, IEEE Transactions on Image Processing and Cerebral Cortex.

In The Last Decade

Jiayu Ye

21 papers receiving 554 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.

Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

2020 223 citations Sheng Shen, Zhen Dong et al. Proceedings of the AAAI Conference on Artificial Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jiayu Ye China	9	295	131	95	69	52	27	576
Frank Krüger Germany	16	150 0.5×	159 1.2×	163 1.7×	40 0.6×	67 1.3×	65	785
Ko Woon Kim South Korea	18	134 0.5×	54 0.4×	60 0.6×	34 0.5×	160 3.1×	57	1.0k
Martin Russell United Kingdom	22	1.3k 4.4×	187 1.4×	31 0.3×	349 5.1×	45 0.9×	129	1.8k
Ying Jiang China	12	55 0.2×	23 0.2×	55 0.6×	90 1.3×	178 3.4×	62	769
Yamin Wang China	17	49 0.2×	48 0.4×	26 0.3×	28 0.4×	38 0.7×	76	1.1k
Ming‐Shi Wang China	15	103 0.3×	255 1.9×	191 2.0×	20 0.3×	81 1.6×	70	848
Xue Sun China	19	70 0.2×	22 0.2×	42 0.4×	79 1.1×	342 6.6×	57	1.0k
Yujun Wang China	13	167 0.6×	60 0.5×	23 0.2×	6 0.1×	15 0.3×	37	480
Kenji Ozawa Japan	10	584 2.0×	111 0.8×	4 0.0×	89 1.3×	147 2.8×	80	1.2k
Siyuan Cao China	11	39 0.1×	89 0.7×	32 0.3×	20 0.3×	18 0.3×	37	381

Countries citing papers authored by Jiayu Ye

Since Specialization

Citations

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

Fields of papers citing papers by Jiayu Ye

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jiayu Ye

This figure shows the co-authorship network connecting the top 25 collaborators of Jiayu Ye. A scholar is included among the top collaborators of Jiayu Ye 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 Jiayu Ye. Jiayu Ye 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

Ye, Jiayu, Yanting Li, An Zeng, & Dan Pan. (2025). Fuse-Former: An interpretability analysis model for rs-fMRI based on multi-scale information fusion interaction. Biomedical Signal Processing and Control. 105. 107471–107471. 4 indexed citations

Ye, Jiayu, et al.. (2025). MssNet: An Efficient Spatial Attention Model for Early Recognition of Alzheimer's Disease. IEEE Transactions on Emerging Topics in Computational Intelligence. 9(2). 1454–1468. 2 indexed citations

Jiang, Lin, Sarah Genon, Jiayu Ye, et al.. (2025). Gene transcription, neurotransmitter, and neurocognition signatures of brain structural-functional coupling variability. Nature Communications. 16(1). 7623–7623.

Ye, Jiayu, Qingxiang Wang, Guolong Liu, et al.. (2025). CmdVIT: A Voluntary Facial Expression Recognition Model for Complex Mental Disorders. IEEE Transactions on Image Processing. 34. 3013–3024.

Wang, Mengqi, et al.. (2025). Multimodal depression recognition and analysis: Facial expression and body posture changes via emotional stimuli. Journal of Affective Disorders. 381. 44–54. 2 indexed citations

Ye, Jiayu, et al.. (2025). MFE-Former: Disentangling Emotion-Identity Dynamics via Self-Supervised Learning for Enhancing Speech-Driven Depression Detection. IEEE Journal of Biomedical and Health Informatics. 30(3). 2049–2060.

Ye, Jiayu, et al.. (2024). MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention. IEEE Journal of Biomedical and Health Informatics. 28(6). 3637–3648. 4 indexed citations

Xu, Chi, et al.. (2024). The Antidepressant Effect of Magnolol on Depression-Like Behavior of CORT-Treated Mice. Journal of Molecular Neuroscience. 74(1). 3–3. 3 indexed citations

Ye, Jiayu, et al.. (2024). DEP-Former: Multimodal Depression Recognition Based on Facial Expressions and Audio Features via Emotional Changes. IEEE Transactions on Circuits and Systems for Video Technology. 35(3). 2087–2100. 5 indexed citations

10.

Ye, Jiayu, et al.. (2023). SFTNet: A microexpression-based method for depression detection. Computer Methods and Programs in Biomedicine. 243. 107923–107923. 8 indexed citations

11.

Li, Yuanyuan, Jiao Chen, Hui Yu, et al.. (2023). Serum brain-derived neurotrophic factor as diagnosis clue for Alzheimer's disease: A cross-sectional observational study in the elderly. Frontiers in Psychiatry. 14. 1127658–1127658. 12 indexed citations

12.

Zan, Gui‐Ying, Cenglin Xu, Xueping Li, et al.. (2023). The claustrum-prelimbic cortex circuit through dynorphin/κ-opioid receptor signaling underlies depression-like behaviors associated with social stress etiology. Nature Communications. 14(1). 7903–7903. 20 indexed citations

13.

Zhang, Shengzhe, Jiayu Ye, & Qingxiang Wang. (2023). Spa-L Transformer: Sparse-self attention model of Long short-term memory positional encoding based on long text classification. 618–623. 3 indexed citations

14.

Fu, Gang, et al.. (2022). A method for diagnosing depression: Facial expression mimicry is evaluated by facial expression recognition. Journal of Affective Disorders. 323. 809–818. 22 indexed citations

15.

Li, Wentao, et al.. (2022). Depression and Severity Detection Based on Body Kinematic Features: Using Kinect Recorded Skeleton Data of Simple Action. Frontiers in Neurology. 13. 905917–905917. 7 indexed citations

16.

Ye, Jiayu, et al.. (2021). Multi-modal depression detection based on emotional audio and evaluation text. Journal of Affective Disorders. 295. 904–913. 53 indexed citations

17.

Ma, Linjian, Jiayu Ye, Zhewei Yao, et al.. (2020). Inefficiency of K-FAC for Large Batch Size Training. Proceedings of the AAAI Conference on Artificial Intelligence. 34(4). 5053–5060. 8 indexed citations

18.

Shen, Sheng, Zhen Dong, Jiayu Ye, et al.. (2020). Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. Proceedings of the AAAI Conference on Artificial Intelligence. 34(5). 8815–8821. 223 indexed citations breakdown →

19.

Wu, Yuanyuan, Yongliang Jiang, Xiaofen He, et al.. (2017). 5-HT in the dorsal raphe nucleus is involved in the effects of 100-Hz electro-acupuncture on the pain-depression dyad in rats. Experimental and Therapeutic Medicine. 14(1). 107–114. 31 indexed citations

20.

Li, Min, Xiaohuan Xi, Hangxin Cheng, et al.. (2013). National multi-purpose regional geochemical survey in China. Journal of Geochemical Exploration. 139. 21–30. 150 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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