Xinyu Song

647 total citations · 1 hit paper
12 papers, 452 citations indexed

About

Xinyu Song is a scholar working on Artificial Intelligence, Pulmonary and Respiratory Medicine and Radiation. According to data from OpenAlex, Xinyu Song has authored 12 papers receiving a total of 452 indexed citations (citations by other indexed papers that have themselves been cited), including 7 papers in Artificial Intelligence, 2 papers in Pulmonary and Respiratory Medicine and 2 papers in Radiation. Recurrent topics in Xinyu Song's work include Topic Modeling (6 papers), Advanced Text Analysis Techniques (5 papers) and Sentiment Analysis and Opinion Mining (4 papers). Xinyu Song is often cited by papers focused on Topic Modeling (6 papers), Advanced Text Analysis Techniques (5 papers) and Sentiment Analysis and Opinion Mining (4 papers). Xinyu Song collaborates with scholars based in China and United States. Xinyu Song's co-authors include Ao Feng, Zhengjie Gao, Xi Wu, Yan Li, Ming K. Lim, Yazhen Wang, Xiaohua Fu, Zhiming Liu, Junbo Yang and Jie Jiang and has published in prestigious journals such as IEEE Access, Sustainability and Industrial Management & Data Systems.

In The Last Decade

Xinyu Song

12 papers receiving 426 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.

Target-Dependent Sentiment Classification With BERT

2019 295 citations Zhengjie Gao, Ao Feng et al. IEEE Access profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xinyu Song China	7	316	67	36	34	33	12	452
Nisheeth Joshi India	12	321 1.0×	118 1.8×	25 0.7×	4 0.1×	25 0.8×	81	451
Muhammad Zulqarnain Pakistan	9	188 0.6×	55 0.8×	37 1.0×	5 0.1×	14 0.4×	40	350
Bhavya Alankar India	9	113 0.4×	66 1.0×	55 1.5×	7 0.2×	54 1.6×	28	298
Monalisa Jena India	5	180 0.6×	38 0.6×	25 0.7×	4 0.1×	10 0.3×	8	268
Abu Sayed Md. Latiful Hoque Bangladesh	10	163 0.5×	62 0.9×	15 0.4×	7 0.2×	15 0.5×	33	361
Dongbo Wang China	11	85 0.3×	62 0.9×	32 0.9×	7 0.2×	3 0.1×	50	336
Enayat Rajabi Canada	10	151 0.5×	53 0.8×	35 1.0×	3 0.1×	7 0.2×	35	284
Luc Lamontagne Canada	8	78 0.2×	63 0.9×	11 0.3×	4 0.1×	10 0.3×	41	215
Siham Yousfi Morocco	5	200 0.6×	56 0.8×	26 0.7×	3 0.1×	7 0.2×	15	327
Mohamad Syahrul Mubarok Indonesia	10	241 0.8×	150 2.2×	25 0.7×	3 0.1×	4 0.1×	32	334

Countries citing papers authored by Xinyu Song

Since Specialization

Citations

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

Fields of papers citing papers by Xinyu Song

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xinyu Song

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

12 of 12 papers shown

1.

Li, Guangjun, Xiangyu Zhang, Xinyu Song, et al.. (2023). Machine learning for predicting accuracy of lung and liver tumor motion tracking using radiomic features. Quantitative Imaging in Medicine and Surgery. 13(3). 1605–1618. 3 indexed citations

2.

Zhang, Xiangyu, Xinyu Song, Guangjun Li, et al.. (2022). Machine Learning Radiomics Model for External and Internal Respiratory Motion Correlation Prediction in Lung Tumor. Technology in Cancer Research & Treatment. 21. 2213885112–2213885112. 4 indexed citations

3.

Feng, Ao, et al.. (2022). Unrestricted Attention May Not Be All You Need–Masked Attention Mechanism Focuses Better on Relevant Parts in Aspect-Based Sentiment Analysis. IEEE Access. 10. 8518–8528. 23 indexed citations

4.

Wang, Guangyu, Xinyu Song, Guangjun Li, et al.. (2022). Correlation of Optical Surface Respiratory Motion Signal and Internal Lung and Liver Tumor Motion: A Retrospective Single-Center Observational Study. Technology in Cancer Research & Treatment. 21. 2213854168–2213854168. 6 indexed citations

5.

Yang, Junbo, Xiaohua Fu, Xinyu Song, et al.. (2022). Water Quality Prediction Based on LSTM and Attention Mechanism: A Case Study of the Burnett River, Australia. Sustainability. 14(20). 13231–13231. 41 indexed citations

6.

Song, Xinyu, et al.. (2021). Multi-Self-Attention for Aspect Category Detection and Biomedical Multilabel Text Classification with BERT. Mathematical Problems in Engineering. 2021. 1–6. 12 indexed citations

7.

Song, Xinyu, et al.. (2021). Multitask Learning for Aspect-Based Sentiment Classification. Scientific Programming. 2021. 1–9. 5 indexed citations

8.

Lim, Ming K., Yan Li, & Xinyu Song. (2021). Exploring customer satisfaction in cold chain logistics using a text mining approach. Industrial Management & Data Systems. 121(12). 2426–2449. 31 indexed citations

9.

Song, Xinyu, et al.. (2020). Multidimensional Self-Attention for Aspect Term Extraction and Biomedical Named Entity Recognition. Mathematical Problems in Engineering. 2020. 1–6. 5 indexed citations

10.

Wang, Yazhen & Xinyu Song. (2020). Quantum Science and Quantum Technology. Statistical Science. 35(1). 14 indexed citations

11.

Feng, Ao, et al.. (2020). Modeling Multi-Targets Sentiment Classification Via Graph Convolutional Networks and Auxiliary Relation. Computers, materials & continua/Computers, materials & continua (Print). 64(2). 909–923. 13 indexed citations

12.

Gao, Zhengjie, Ao Feng, Xinyu Song, & Xi Wu. (2019). Target-Dependent Sentiment Classification With BERT. IEEE Access. 7. 154290–154299. 295 indexed citations breakdown →

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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