Sirui Ding

1.5k total citations · 2 hit papers
11 papers, 820 citations indexed

About

Sirui Ding is a scholar working on Artificial Intelligence, Health Information Management and Computer Vision and Pattern Recognition. According to data from OpenAlex, Sirui Ding has authored 11 papers receiving a total of 820 indexed citations (citations by other indexed papers that have themselves been cited), including 8 papers in Artificial Intelligence, 2 papers in Health Information Management and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Sirui Ding's work include Topic Modeling (6 papers), Machine Learning in Healthcare (3 papers) and Artificial Intelligence in Healthcare (2 papers). Sirui Ding is often cited by papers focused on Topic Modeling (6 papers), Machine Learning in Healthcare (3 papers) and Artificial Intelligence in Healthcare (2 papers). Sirui Ding collaborates with scholars based in China, United States and Hong Kong. Sirui Ding's co-authors include Xia Hu, Fan Yang, Zijian Zhang, Zifan Wang, Mengnan Du, Haofan Wang, Piotr Mardziel, Jianhui Zhao, Zhiyong Yuan and Genevieve B. Melton and has published in prestigious journals such as Scientific Reports, IEEE Access and arXiv (Cornell University).

In The Last Decade

Sirui Ding

10 papers receiving 813 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.

Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

2020 759 citations Haofan Wang, Zifan Wang et al. profile →
Large language models for disease diagnosis: a scoping review

2025 19 citations Mian Zhang, Yi Fang et al. PubMed profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Sirui Ding China	5	422	320	138	45	43	11	820
Zifan Wang United States	9	449 1.1×	331 1.0×	145 1.1×	46 1.0×	44 1.0×	18	912
Zijian Zhang China	6	442 1.0×	338 1.1×	138 1.0×	46 1.0×	27 0.6×	18	834
Piotr Mardziel United States	8	520 1.2×	322 1.0×	135 1.0×	44 1.0×	27 0.6×	12	906
Dhanesh Ramachandram Malaysia	13	397 0.9×	345 1.1×	145 1.1×	73 1.6×	48 1.1×	39	992
Claudio Michaelis Germany	4	605 1.4×	387 1.2×	122 0.9×	38 0.8×	122 2.8×	4	1.1k
Pablo Mesejo Spain	16	289 0.7×	274 0.9×	168 1.2×	85 1.9×	59 1.4×	39	943
Robert Geirhos Germany	5	623 1.5×	410 1.3×	125 0.9×	32 0.7×	151 3.5×	12	1.2k
Nidhal Bouaynaya United States	16	235 0.6×	282 0.9×	59 0.4×	108 2.4×	58 1.3×	102	839
Samir S. Yadav India	7	330 0.8×	212 0.7×	345 2.5×	101 2.2×	36 0.8×	11	822
Walid Barhoumi Tunisia	18	414 1.0×	460 1.4×	210 1.5×	75 1.7×	34 0.8×	99	965

Countries citing papers authored by Sirui Ding

Since Specialization

Citations

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

Fields of papers citing papers by Sirui Ding

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sirui Ding

This figure shows the co-authorship network connecting the top 25 collaborators of Sirui Ding. A scholar is included among the top collaborators of Sirui Ding 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 Sirui Ding. Sirui Ding 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:

11 of 11 papers shown

1.

Ding, Sirui, et al.. (2025). UniGLM: Training One Unified Language Model for Text-Attributed Graphs Embedding. 973–981. 3 indexed citations

2.

Fang, Yi, et al.. (2025). GraphGPT-o: Synergistic Multimodal Comprehension and Generation on Graphs. 19467–19476.

3.

Zhang, Mian, Yi Fang, Sirui Ding, et al.. (2025). Large language models for disease diagnosis: a scoping review. PubMed. 1(1). 9–9. 19 indexed citations breakdown →

4.

Zhou, Shuang, Mingquan Lin, Sirui Ding, et al.. (2025). Explainable differential diagnosis with dual-inference large language models. PubMed. 2(1). 12–12. 6 indexed citations

5.

Ding, Sirui, et al.. (2024). Distilling the knowledge from large-language model for health event prediction. Scientific Reports. 14(1). 30675–30675. 6 indexed citations

6.

Zhou, Shuang, Mian Zhang, Yi Fang, et al.. (2024). Large Language Models for Disease Diagnosis: A Scoping Review. arXiv (Cornell University). 3 indexed citations

7.

Zhang, Shenghan, Ruixiang Tang, Sirui Ding, et al.. (2023). PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. 268–275. 2 indexed citations

8.

Chen, Yong, et al.. (2021). An Improved Agent-Based Model Using Discrete Event Simulation for Nonpharmaceutical Interventions. IEEE Access. 9. 143721–143733. 2 indexed citations

9.

Wang, Haofan, Zifan Wang, Mengnan Du, et al.. (2020). Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks. 111–119. 759 indexed citations breakdown →

10.

Ding, Sirui, et al.. (2019). Cascaded Convolutional Neural Network with Attention Mechanism for Mobile EEG-based Driver Drowsiness Detection System. 1457–1464. 17 indexed citations

11.

Si, Weixin, et al.. (2019). A Novel EEG Sleep Staging Method for Wearable Devices Based on Amplitude-time Mapping. 124–129. 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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