Changde Du

1.6k total citations · 1 hit paper
47 papers, 884 citations indexed

About

Changde Du is a scholar working on Cognitive Neuroscience, Computer Vision and Pattern Recognition and Artificial Intelligence. According to data from OpenAlex, Changde Du has authored 47 papers receiving a total of 884 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Cognitive Neuroscience, 21 papers in Computer Vision and Pattern Recognition and 18 papers in Artificial Intelligence. Recurrent topics in Changde Du's work include EEG and Brain-Computer Interfaces (12 papers), Neural dynamics and brain function (11 papers) and Domain Adaptation and Few-Shot Learning (8 papers). Changde Du is often cited by papers focused on EEG and Brain-Computer Interfaces (12 papers), Neural dynamics and brain function (11 papers) and Domain Adaptation and Few-Shot Learning (8 papers). Changde Du collaborates with scholars based in China, United Kingdom and United States. Changde Du's co-authors include Huiguang He, Shuang Qiu, Jinpeng Li, Changying Du, Yixin Wang, Lijie Huang, Dan Li, Xuelin Ma, Zhiqiang Chen and Zhaoran Wang and has published in prestigious journals such as Angewandte Chemie International Edition, IEEE Transactions on Pattern Analysis and Machine Intelligence and IEEE Transactions on Medical Imaging.

In The Last Decade

Changde Du

43 papers receiving 868 citations

Hit Papers

PGCN: Pyramidal Graph Convolutional Network for EEG Emoti... 2024 2026 2025 2024 10 20 30 40
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.

  1. PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
    2024 42 citations Ming Jin, Changde Du et al. IEEE Transactions on Multimedia profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Changde Du China 15 526 259 257 234 93 47 884
Mahboobeh Jafari Australia 16 625 1.2× 213 0.8× 116 0.5× 249 1.1× 29 0.3× 23 1.2k
Yuliang Ma China 18 527 1.0× 112 0.4× 282 1.1× 150 0.6× 85 0.9× 51 840
Tohid Yousefi Rezaii Iran 16 405 0.8× 96 0.4× 179 0.7× 117 0.5× 65 0.7× 57 762
Jinpeng Li China 16 972 1.8× 197 0.8× 785 3.1× 362 1.5× 205 2.2× 45 1.5k
Chongxun Zheng China 14 386 0.7× 95 0.4× 181 0.7× 105 0.4× 51 0.5× 46 715
Mahmoud Shoman Egypt 7 232 0.4× 112 0.4× 204 0.8× 142 0.6× 58 0.6× 14 519
Rami Alazrai Jordan 18 305 0.6× 260 1.0× 104 0.4× 205 0.9× 75 0.8× 59 853
Reda A. El-Khoribi Egypt 10 238 0.5× 61 0.2× 211 0.8× 82 0.4× 61 0.7× 26 520
Jingcong Li China 14 310 0.6× 127 0.5× 187 0.7× 109 0.5× 59 0.6× 30 612
Mounir Samet Tunisia 14 346 0.7× 193 0.7× 80 0.3× 164 0.7× 24 0.3× 82 896

Countries citing papers authored by Changde Du

Since Specialization
Citations

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

Fields of papers citing papers by Changde Du

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Changde Du

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

All Works

20 of 20 papers shown
1.
Zhou, Qiongyi, Changde Du, Dan Li, et al.. (2025). Interpretable Visual Neural Decoding with Unsupervised Semantic Disentanglement. 22(3). 553–570. 1 indexed citations
2.
Du, Changde, et al.. (2025). BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM. 1–5.
3.
4.
Sun, Shixin, Nanshan Zheng, Jing Zhao, et al.. (2025). Development of PDAC diagnosis and prognosis evaluation models based on machine learning. BMC Cancer. 25(1). 512–512. 2 indexed citations
5.
6.
Du, Changde, et al.. (2024). Identifying the hierarchical emotional areas in the human brain through information fusion. Information Fusion. 113. 102613–102613. 3 indexed citations
7.
Jin, Ming, Changde Du, Huiguang He, Ting Cai, & Jinpeng Li. (2024). PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition. IEEE Transactions on Multimedia. 26. 9070–9082. 42 indexed citations breakdown →
8.
Du, Changde, et al.. (2024). Adaptive Domain Alignment Neural Networks for Cross-Domain EEG Emotion Recognition. IEEE Transactions on Affective Computing. 16(2). 903–914. 4 indexed citations
9.
10.
Du, Changde, et al.. (2023). Auditory Attention Decoding with Task-Related Multi-View Contrastive Learning. 6025–6033. 2 indexed citations
11.
Du, Changde, et al.. (2023). Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(9). 10760–10777. 52 indexed citations
12.
Du, Changde, et al.. (2023). Improved Video Emotion Recognition With Alignment of CNN and Human Brain Representations. IEEE Transactions on Affective Computing. 15(3). 1026–1040. 5 indexed citations
13.
14.
Du, Changde, et al.. (2023). Review of visual neural encoding and decoding methods in fMRI. Journal of Image and Graphics. 28(2). 372–384. 1 indexed citations
15.
Du, Changde, et al.. (2023). Topographic representation of visually evoked emotional experiences in the human cerebral cortex. iScience. 26(9). 107571–107571. 1 indexed citations
16.
Du, Changde, et al.. (2022). Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity. IEEE Transactions on Neural Networks and Learning Systems. 35(7). 9026–9040. 8 indexed citations
17.
18.
Li, Jinpeng, Shuang Qiu, Changde Du, Yixin Wang, & Huiguang He. (2019). Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity. IEEE Transactions on Cognitive and Developmental Systems. 12(2). 344–353. 222 indexed citations
19.
Du, Changde, Changying Du, & Huiguang He. (2019). Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval. 13–18. 4 indexed citations
20.
Du, Changde, A-Li Luo, & Haifeng Yang. (2016). Adaptive stellar spectral subclass classification based on Bayesian SVMs. New Astronomy. 51. 51–58. 3 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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