Alex Jie Yang (杨杰) — Publications
https://alexjieyang.github.io/publications/

Guo, J., Yang, A. J., Zhao, Y., Wang, H., & Deng, S. (2027). Historical higher-order collaboration topology and inventor-level patent outcomes. EPJ Data Science, accepted.

Hu, L., Yang, A. J., & Deng, S. (2027). Gender differences in early semantic trajectories and academic career persistence. Information Processing & Management, 64(2), 105142. https://doi.org/10.1016/j.ipm.2026.105142

赵志洋, 杨杰, 吴娜, 王昊, 邓三鸿. 专利颠覆性潜力识别的双维融合框架：以新型储能技术为例[J/OL]. 情报理论与实践, 2026: 1-13.

郭剑明, 杨杰, 方静, 邓三鸿. 基于高阶网络结构的核心专利识别方法研究[J]. 情报理论与实践, 2026, 49(1):106-114+149.

张琪, 马瑞敏, 杨杰, 王左戎, 邓三鸿. 融合颠覆性与巩固性引文特征识别领域突破性论文——基于可解释性机器学习方法[J]. 情报理论与实践, 2026, 49(2):126-133+81.

张逸勤, 邓三鸿, 巩洪村, 杨杰, 刘浏. 面向AI4Science的科学论文图像语义描述框架体系构建研究[J]. 图书馆杂志, 2026, 45(5): 15-26. https://www.libraryjournal.com.cn/CN/abstract/abstract3130.shtml

宋欣雨, 杨杰, 彭兆祺, 王左戎, 邓三鸿. 卓越引证指数：基于高被引论文引证效力的影响力评估方法[J/OL]. 图书馆论坛, 2026: 1-11. https://link.cnki.net/urlid/44.1306.G2.20260727.1508.004

宋欣雨, 杨杰, 郭剑明, 张逸勤, 邓三鸿. 团队规模、知识基础与学术影响力的协同演化及其学科差异[J/OL]. 图书馆论坛, 2026: 1-13. https://link.cnki.net/urlid/44.1306.G2.20260727.1832.006

胡乐天, 杨杰, 王凡铭, 邓三鸿. 大语言模型在学术写作中的渗透程度及其结构特征——基于群体文本词汇分布的测度框架[J]. 图书情报知识, 2026, 43(4): 28-42.

王浩, 陈鑫, 彭兆祺, 杨杰, 邓三鸿. 融合引文多元关系与双维模型的学科关键知识路径分析——以信息资源管理学科为例[J/OL]. 图书情报工作, 2026: 1-10 (advance online publication). https://link.cnki.net/urlid/11.1541.G2.20260915.1009.010

郭剑明, 杨杰, 宋欣雨, 刘倩, 邓三鸿. 基于单纯形的专利合作高阶拓扑结构测度及创新产出关系研究[J]. 情报学报, 2026, 45(8): 1092-1105. https://qbxb.istic.ac.cn/CN/Y2026/V45/I8/1092

彭兆祺, 石斌, 杨杰, 邓三鸿. 基于XGBoost-SHAP框架的科研合作频次归因分析[J]. 情报学报, 2026, 45(3): 332-349. https://qbxb.istic.ac.cn/CN/abstract/abstract995.shtml

Wang, Z., Zhao, Z., Yao, Y., Yang, A. J., & Deng, S. (2026). Organizational characteristics and the social impact of UK research: disciplinary patterns from REF 2021. Research Evaluation, 35, rvag033. https://doi.org/10.1093/reseval/rvag033

Yang, A. J., Wang, F., Peng, Z., Wang, Z., & Deng, S. (2026). The paradox of innovation: New concepts and disruptiveness in science. Journal of Information Science. Advance online publication. https://doi.org/10.1177/01655515261478897

Yang, A. J., Peng, Z., Hu, H., & Deng, S. (2026). Cognitive distance in scientific teams and innovative research outcomes. Journal of Information Science. Advance online publication. https://doi.org/10.1177/01655515261498142

Peng, Z., Zhao, M., Wang, H., Yang, A. J., & Deng, S. (2026). Understanding prolonged retraction lag among retracted biomedical papers: an explainable machine-learning analysis. Scientometrics, 131(10), 7661–7693. https://doi.org/10.1007/s11192-026-05808-6

Yang, A. J., Shi, Y., Wang, F., Song, X., & Deng, S. (2026). Distant but bridgeable: how geographic and cognitive distance jointly shape interdisciplinary knowledge production. Journal of Informetrics, 20(3), 101840. https://doi.org/10.1016/j.joi.2026.101840

Yang, A. J., Freeman, R. B., & Deng, S. (2026). A semantic atlas of journals: Structure, position, and dispersion. Journal of the Association for Information Science and Technology, 77(6), 831–847. https://doi.org/10.1002/asi.70067

Guo, J., Gao, M., Yang, Y., Hu, H., Kong, J., Yang, A. J., & Deng, S. (2026). A U.S. inventor–patent linkage dataset for National Inventors Hall of Fame inductees. Scientific Data. Advance online publication. https://doi.org/10.1038/s41597-026-08324-7

Yang, A. J., Freeman, R. B., & Deng, S. (2026). Scientific team structures behind FDA-approved drugs. Nature Biotechnology, 44, 1786–1793. https://doi.org/10.1038/s41587-026-03366-z

Yang, A. J., Shi, Y., Ma, Y., & Deng, S. (2025). Quantifying talent space of nations based on global patterns of mobility. Proceedings of The Fifth France’s International Conference on Complex Systems (FRCCS 2025), Studies in Systems, Decision and Control, 615, 3–11. https://doi.org/10.1007/978-3-032-00206-8_1

Yang, Y., Yang, A. J., & Yin, Y. (2025). Quantifying Ageing Effect in Scientific and Innovative Careers. The 4th International Conference on the Science of Science and Innovation (ICSSI).

Yang, A. J., Zhao, S. X., Bu, Y., & Deng, S. (2025). Measuring Technology Diffusion Dynamics Using Patent Full-Text Data and Machine Learning. Proceedings of Joint Workshop of the 6th Extraction and Evaluation of Knowledge Entities from Scientific Document and the 4th AI + Informetrics, ISSI.

Yang, A. J., Shi, Y., Zhao, S. X., Zhang, Y., & Deng, S. (2025). Mining Collective Intelligence and Predicting Disruptive Paradigm Shifts via Human-Aware AI. Proceedings of the Association for Information Science and Technology, 62(1), 799–808. https://doi.org/10.1002/pra2.1298

张逸勤, 杨杰, 宋欣雨, 邓三鸿, 赵星. 基于代表作的科学家学术影响力评价模式研究——以诺贝尔奖得主为例[J]. 情报理论与实践, 2025.

闫晓慧, 杨杰, 杨文霞, 王昊, 邓三鸿. 学者合作网络外部影响力与学术成就的关系研究[J]. 图书情报工作, 2025, 69(2): 96-107.

柳美君, 杨杰, 石静, 步一. 中国内地科技人才跨境流动网络多样性与互惠性[J]. 科学学研究, 2025, 43(9): 1924-1937.

柳美君, 杨杰, 杨斯杰, 闵超. 中国与“一带一路”沿线国家的科技人才流动研究[J]. 科学学研究, 2025, 43(3): 488-506.

杨杰, 柳美君, 步一, 赵星, 邓三鸿. 组合新颖性和学科新颖性能否提升论文的技术影响？基于直接和间接技术影响力的双重视角[J]. 情报学报, 2025, 44(3): 325-338.

Hu, H., Yang, A. J., Deng, S., Wang, D., & Song, M. (2025). CoTEL-D3X: A chain-of-thought enhanced large language model for drug–drug interaction triplet extraction. Expert Systems with Applications, 273, 126953. https://doi.org/10.1016/j.eswa.2025.126953

Yang, A. J., Wang, F., Shi, Y., Zhang, Y., Wang, H., & Deng, S. (2025). Beyond surface correlations: Reference behavior mediates the disruptiveness-citation relationship. Journal of Data and Information Science, 10(3), 7–31. https://doi.org/10.2478/jdis-2025-0029

Yang, A. J., Guo, J., Shi, Y., Deng, S., & Zhao, S. X. (2025). Repeat collaboration and scientific innovation: evidence from dynamic ego networks of Nobel laureates. Humanities and Social Sciences Communications, 12(1), 1620. https://doi.org/10.1057/s41599-025-05887-5

Yang, A. J. (2025). Understanding the relationship between interdisciplinary knowledge and disruption in science. Journal of Information Science. Advance online publication. https://doi.org/10.1177/01655515251330614

Yang, A. J., Zhao, S. X., & Deng, S. (2025). Standing on the shoulder of data: data-driven research boosts scientific innovation. Scientometrics, 130(10), 5613–5640. https://doi.org/10.1007/s11192-025-05424-w

Yang, A. J., Zhang, Y., Wang, Z., Wang, H., & Deng, S. (2025). Quantifying delayed recognition of scientists. Journal of Informetrics, 19(3), 101688. https://doi.org/10.1016/j.joi.2025.101688

Yang, A. J. (2025). Unraveling topic switching and innovation in science. Information Processing & Management, 62(4), 104171. https://doi.org/10.1016/j.ipm.2025.104171

Yang, A. J., Yan, X., Hu, H., Hu, H., Kong, J., & Deng, S. (2025). Are disruptive papers more likely to impact technology and society? Journal of the Association for Information Science and Technology, 76(3), 563–579. https://doi.org/10.1002/asi.24947

Yang, A. J., Zhao, S. X., Deng, S., Liu, M., Bu, Y., & Ding, Y. (2025). Quantifying the dynamics of research teams' academic diversity. Journal of the Association for Information Science and Technology, 76(12), 1719–1735. https://doi.org/10.1002/asi.70023

Yang, A. J., Deng, S., & Freeman, R. B. (2025). China should undertake more risky research to close the Nobel gap. Nature, 647(8088), 40. https://doi.org/10.1038/d41586-025-03615-2

Yang, A. J., Freeman, R. B., & Deng, S. (2025). SAFE Act hinders US-China collaboration. Science, 390(6777), 991. https://doi.org/10.1126/science.aed7998

Yang, A. J. (2025). Text vs. citations: A comparative analysis of breakthrough and disruption metrics in patent innovation. Research Policy, 54(8), 105295. https://doi.org/10.1016/j.respol.2025.105295

Liu, M., Yang, A. J., Bu, Y., & Ding, Y. (2024). Untangling the complex pattern of international talent mobility in science. The 28th International Conference on Science, Technology and Innovation Indicators (STI).

Yang, A. J., Bu, Y., Ding, Y., & Liu, M. (2024). Quantifying scientific novelty of doctoral theses with Bio-BERT model. Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Documents and the 4th AI + Informetrics (EEKE-AII 2024), CEUR Workshop Proceedings, 3745, 145–149. https://ceur-ws.org/Vol-3745/paper23.pdf

杨文霞, 邓三鸿, 杨杰, 张琪, 王昊. 基于非参数检验的文献漏引行为表现特征分析[J]. 情报科学,2024,42(07):76-83.

巩洪村, 邓三鸿, 杨杰, 孔嘉, 曹高辉. 组态视角下Y世代移动数字过度使用的影响因素研究[J]. 图书情报知识, 2024, 41(5): 128-137,149.

杨杰, 王左戎, 邓三鸿, 王昊, 章学周. 基于参考文献的论文跨学科性、跨时域性及其影响力研究[J]. 情报学报, 2024, 43(9): 1003-1014.

Yang, A. J., Ding, Y., & Liu, M. (2024). Female-led teams produce more innovative ideas yet receive less scientific impact. Quantitative Science Studies, 5(4), 861–881. https://doi.org/10.1162/qss_a_00335

Yang, A. J., & Deng, S. (2024). Dynamic patterns of the disruptive and consolidating knowledge flows in Nobel-winning scientific breakthroughs. Quantitative Science Studies, 5(4), 1070–1086. https://doi.org/10.1162/qss_a_00323

Yang, A. J., Zhao, S. X., & Deng, S. (2024). Revisiting delayed recognition in science: A large-scale and comprehensive study. Journal of Information Science. Advance online publication. https://doi.org/10.1177/01655515241244462

Yang, A. J., Gong, H., Wang, Y., Zhang, C., & Deng, S. (2024). Rescaling the disruption index reveals the universality of disruption distributions in science. Scientometrics, 129(1), 561–580. https://doi.org/10.1007/s11192-023-04889-x

Yang, A. J., Xu, H., Ding, Y., & Liu, M. (2024). Unveiling the dynamics of team age structure and its impact on scientific innovation. Scientometrics, 129(10), 6127–6148. https://doi.org/10.1007/s11192-024-04987-4

Yang, A. J. (2024). Unveiling the impact and dual innovation of funded research. Journal of Informetrics, 18(1), 101480. https://doi.org/10.1016/j.joi.2023.101480

Yang, A. J. (2024). On the temporal diversity of knowledge in science. Journal of Informetrics, 18(4), 101594. https://doi.org/10.1016/j.joi.2024.101594

Liu, M., Xie, Z., Yang, A. J., Yu, C., Xu, J., Ding, Y., & Bu, Y. (2024). The prominent and heterogeneous gender disparities in scientific novelty: Evidence from biomedical doctoral theses. Information Processing & Management, 61(4), 103743. https://doi.org/10.1016/j.ipm.2024.103743

Hu, H., Yang, A. J., Deng, S., Wang, D., Song, M., & Shen, S. (2023). A Generative Drug–Drug Interaction Triplets Extraction Framework Based on Large Language Models. Proceedings of the Association for Information Science and Technology, 60(1), 980–982. https://doi.org/10.1002/pra2.918

Yang, A. J., Zhao, Y., Wang, H., & Deng, S. (2023). Untangle the characteristics of disruptive and consolidating citations of Nobel-winning papers. Proceedings of the Association for Information Science and Technology, 60(1), 1194–1196. https://doi.org/10.1002/pra2.989

Yang, A. J., Wang, Y., Kong, J., Zhang, Q., Hu, H., Wang, H., & Deng, S. (2023). The global disruption index (GDI): an incorporation of citation cascades in the disruptive index. Proceedings of ISSI 2023 — the 19th International Conference of the International Society for Scientometrics and Informetrics, 1, 685–700. https://doi.org/10.5281/zenodo.8253488

邓三鸿, 杨杰, 王昊, 沈健威. 多源异构数据视角下的学术评价:内涵、进展与展望[J]. 科技情报研究, 2023, 5(04): 42-56.

杨杰, 吴琳伟, 邓三鸿. 颠覆性技术视角下科技伦理的敏捷治理框架探讨[J]. 中国科学基金, 2023, 37(3): 378-386.

杨杰, 孔嘉, 张艺炜, 王昊, 邓三鸿. 融合论文颠覆性与巩固性的学者二元影响力测度[J]. 情报学报, 2023, 42(12): 1412-1423.

杨杰, 邓三鸿, 王昊. 科学研究的颠覆性创新测度——相对颠覆性指数[J]. 情报学报, 2023, 42(9): 1052-1064.

Yang, A. J., Deng, S., Wang, H., Zhang, Y., & Yang, W. (2023). Disruptive coefficient and 2-step disruptive coefficient: Novel measures for identifying vital nodes in complex networks. Journal of Informetrics, 17(3), 101411. https://doi.org/10.1016/j.joi.2023.101411

Yang, A. J., Wu, L., Zhang, Q., Wang, H., & Deng, S. (2023). The k-step h-index in citation networks at the paper, author, and institution levels. Journal of Informetrics, 17(4), 101456. https://doi.org/10.1016/j.joi.2023.101456

Yang, A. J., Hu, H., Zhao, Y., Wang, H., & Deng, S. (2023). From consolidation to disruption: A novel way to measure the impact of scientists and identify laureates. Information Processing & Management, 60(5), 103420. https://doi.org/10.1016/j.ipm.2023.103420

杨杰, 赵星. 大数据专业培养内容的主题分析及对图情档学科的启示[J]. 图书情报工作, 2022, 66(2): 109-116.