Publications

Please cite the related papers if you use the codes and datasets. 

For research purposes only!  

• Ongoing Papers

1. A Large Language Model-Enhanced Computational Survey of Technology-Assisted Review for Medical Evidence Synthesis. 2025. Yiping Ding, Xiaorui Jiang*, Opeoluwa Akinseloyin. Book Chapter Accepted. summary.

2. A Multi-LLM Collaborative Approach for Automating Title and Abstract Screening in Systematic Reviews. 2025. Opeoluwa Akinseloyin, Xiaorui Jiang*,  Vasile Palade. Preprint Under Review (Journal of the American Medical Informatics Association, JAMIA). article, appendix. 

3. Weakly Supervised Active Learning for Building Systematic Reviews Leveraging LLM-Based Pseudo-Labelling. 2025. Opeoluwa Akiseloyin, Xiaorui Jiang*,  Vasile Palade. pdf (under review)

4. Data Quality in Clinical Coding: A Critical Analysis and Preliminary Study. 2025. Supriya Khadka, Xiaorui Jiang*, Vasile Palade. pdf (under review)

5. Mike Thelwall, Xiaorui Jiang. 2025. Is OpenAlex Suitable for Research Quality Evaluation and Which Citation Indicator is Best? Under Review (Journal of the Association for Information Science and Technology). arXiv link. ResearchGate link.

6. Can News and Social Media Attention Reduce the Influence of Problematic Research. 2025. Er-Te Zheng, Hui-Zhen Fu, Xiaorui Jiang, Zhichao Fang, Mike Thelwall. Under Review (Journal of Information Science). arXiv link.

7. How is science discussed on Bluesky? 2025. Er-Te Zheng, Xiaorui Jiang, Zhichao Fang, Mike Thelwall. Under Review (Online Information Review). arXiv link.

8. Trustworthiness of Systematic Review Automation: An interview at Coventry University. 2023. Xiaorui Jiang. Technical Report. pdf (preprint).

• NLP/ML or Healthcare and Biomedical Informatics

1. Towards the generation of hierarchical attack models from cybersecurity vulnerabilities using language models. 2025. Kacper Sowka, Vasile Palade, Xiaorui Jiang, Hesam Jadidbonab. Applied Soft Computing, 171, 112745. pdf (OA).

2. A Question-Answering Framework for Automated Citation Screening Using Large Language Models. 2024. Opeoluwa Akiseloyin, Xiaorui Jiang*, Vasile Palade. Journal of the American Medical Informatics Association, 31(9), 1939-1952. pdf (OA), medrXiv link. 

3. Evidence Extraction for Automated Medical Coding: Preliminary Evaluation. 2024. Xiaorui Jiang, Kulsoom Khan, Sumithra Thinakaran Vasantha, Sajjad Haider. Proc. of the 2014 International Conference on Natural Language Processing and Information Retrieval (NLPIR'24). (Best Presentation Award). pdf (OA). 

4. Effective Natural Language Processing Algorithms for Gout Flare Early Alert from Chief Complaints. 2024. Lucas Lopes Oliveira, Xiaorui Jiang*, Aryalakshmi Nellippillipathil Babu,  Poonam Karajagi, Alireza Daneshkhah*. Forecasting, 6(1), 224-238. pdf (OA).

• Scientometrics, Metascience and AI

1. Ensembling Approaches to Citation Function Classification and Important Citation Screening. 2025. Xiaorui Jiang. Scientometrics. pdf (OA).

2. Evaluating the Quality of Published Medical Research with ChatGPT. 2025. Mike Thelwall, Xiaorui Jiang, Peter A. Bath. Information Processing & Management. arXiv link. 

3. Extracting the Evolutionary Backbone of a Scientific Domain: The Semantic Main Path Network Analysis Approach. 2023. Xiaorui Jiang, Junjun Liu. Journal of the Association for Information Science and Technology. pdf (OA). supplementary files.

4. Contextualised segment-wise citation function classification. 2023. Xiaorui Jiang, Jingqiang Chen. Scientometrics. pdf (OA). dataset.

5. Comparative Graph-based Summarization of Scientific Papers Guided by Comparative Citations. 2022. Jingqiang Chen, Chaoxiang Cai, Xiaorui Jiang, Kejia Chen. Proc. 29th International Conference on Computational Linguistics (COLING'22). pdf (OA).

9. Contextualised Modelling for Effective Citation Function Classification. 2022. Proc. 6th International Conference on Natural Language Processing and Information Retrieval (NLPIR'22). Xiaorui Jiang*, Chaoxiang Cai, Wenwen Fan, Tong Liu (equal contributions by CC, WF, and TL). pdf (preprint). link.

10. An Empirical Study of Span Modeling in Science NER. 2021. Xiaorui Jiang. Proc. 2021 International Conference on Theory and Practice of Digital Libraries (TPDL'2021). pdf. poster. code. 

11. Main Path Analysis over Cyclic Citation Networks. 2020. Xiaorui Jiang, Xinghao Zhu, Jingqiang Chen. Journal of the Association for Information Science and Technology (2020). pdf. link. JMPA code. Curated-AAN (2016 version). AAN-Par Network.

12. Forward Search Path Count as an Alternative Indirect Impact Measure. 2019. Xiaorui Jiang, Hai Zhuge. Journal of Informetrics (2019). pdf. link. FSPC code. Curated-AAN (2016 version), Gold-standard (AAN 2018 version).

13. Scientific Ranking over Heterogeneous Academic Hypernetworks. 2016. Ronghua Liang, Xiaorui Jiang*. Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI‘2016). pdf (OA).  dataset.

14. Exploiting heterogeneous scientific literature networks to combat ranking bias: Evidence from the computational linguistics area. 2016. Xiaorui Jiang, Xiaoping Sun, Zhe Yang, Hai Zhuge, Jianmin Yao. Journal of the Association for Information Science and Technology: 2016, 67(7), 1679-1702. pdf. dataset.

15. Ranking Scientific Articles in a Dynamically Evolving Citation Network. 2016. Xiaorui Jiang, Chenhui Gao, Ronghua Liang. Proceedings of the 12th International Conference on Semantics, Knowledge and Grids (SKG‘2016). pdf.  

16. 基于异质学术超网的文献评价. 2016. 高晨晖, 姜晓睿*, 叶政君, 梁荣华. 情报学报, 2016, 35(8): 826-837. pdf. 

17. Ranking Scientific Articles over Heterogeneous Academic Network. 2015. Zhengjun Ye, Chenhui Gao, Xiaorui Jiang*, Ronghua Liang. Proceedings of 11th Intl. Conference on Semantics, Knowledge and Grids (SKG‘2015). pdf.

18. Graph-Based Algorithms for Ranking Researchers: Not All Swans Are White! 2013.  Xiaorui Jiang, Xiaoping Sun, Hai Zhuge. Scientometrics: 2013, 96(3), 743-759. pdf. 

19. Are School-of-Thought Words Characterizable? 2013.  Xiaorui Jiang, Xiaoping Sun, Hai Zhuge. 51st Annual Meeting of the Association of Computational Linguistics (ACL’2013): 2013, 822-828. pdf. 

20. Towards an Effective and Unbiased Ranking of Scientific Literature through Mutual Reinforcements. 2013.  Xiaorui Jiang, Xiaoping Sun, Hai Zhuge. 21st ACM Intl. Conf. on Information and Knowledge Management (CIKM‘2012): 2012, 714-723. pdf. 

• Visual Data Analytics (Old Papers)

1. DiffusionInsighter: visual analysis of traffic diffusion flow patterns. 2018. Chunhui Liu, Guodao Sun, Si Li, Dizhou Cao, Xiaorui Jiang, Ronghua Liang. Chinese Journal of Electronics: 2018, 27(5), 942-950. 

2. Urban agglomerations-based visual analysis of air quality data. 2017. Guodao Sun, Yajuan Hu, Li Jiang, XiaoruiJiang, Ronghua Liang. Journal of Computer-Aided Design & Computer Graphics: 2017, 29(1), 17-26.

3. Large-scale taxi O/D visual analytics for understanding metropolitan human movement patterns. 2015. Xiaorui Jiang, Chunyi Zheng, Ya Tian, Ronghua Liang. Journal of Visualization: 2015, 18(2) ,185-200. pdf. 

4. 城市道路交通数据可视分析综述. 姜晓睿, 田亚, 蒋莉, 梁荣华. 《中国图象图形学报》: 2015, 20(4), 454-467. pdf. 

• Miscellaneous Old Papers 

1. Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing. 2014. Ronghua Liang, Hai Zhuge, Xiaorui Jiang, Qiang Zeng, Xiaofei He. IEEE Transactions on Knowledge and Data Engineering: 2014, 26(11), 2803-2817.

2. Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data. 2012.  Qiang Zeng, Xiaorui Jiang, Hai Zhuge. Proc. VLDB Endow.: 2012, 5(8), 728-739. pdf. 

3. Data Stream Management System in Ubiquitous Healthcare: A Borealis-Based Heart Rate Variability Monitor. 2011. Xiaorui Jiang, Sooyoung Yoo, Jinwook Choi. 4th Intl. Conf. on BioMedical Engineering and Informatics (BMEI'2011): 2011, 2144-2147.

4. Doppler Blood Flow Signal Analysis Meets Traditional Chinese Pulse Diagnosis. Xiaorui Jiang. 3rd Intl. Conf. on BioMedical Engineering and Informatics (BMEI'2010): 2010, 864-868. pdf. 

5. Distinguishing Patients with Gastritis and Cholecystitis from the Healthy by Analyzing Wrist Radial Arterial Doppler Blood Flow Signals. 2010. Xiaorui Jiang, Dongyu Zhang, Kuanquan Wang, Wangmeng Zuo. 20th Intl. Conf. on Pattern Recognition (ICPR'2010): 2010, 2492-2495. pdf.

Unpublished Papers

1. h*pt: 一种鼓励质量平衡产量的h型指数. 2017. 姜晓睿. 本人最终选择不发表. pdf.