2026至今 南京大学, 博士后 (毓秀青年学者)

2022-2026 南京大学, 信息资源管理 (信息资源管理博士学位)

2025-2026 哈佛大学, Research fellow

2025-2026 哈佛大学, 联合培养博士生

2024 康奈尔大学, 访问学者

2018-2022 华东师范大学, 信息管理与信息系统 (管理学学士学位)

期刊论文

• Yang, A. J.*, Freeman, R. B., & Deng, S.* (2026). Scientific team structures behind FDA-approved drugs. Nature Biotechnology. (Feature/Patent article)

• Yang, A. J.* (2025). Text vs. citations: a comparative analysis of breakthrough and disruption metrics in patent innovation. Research Policy.

• 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.

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

• Yang, A. J., Freeman, R. B., & Deng, S. (2025). SAFE Act hinders US-China collaboration. Science. (Letter article)

• Yang, A. J.*, Deng, S., & Freeman, R. B. (2025). China should undertake more risky research to close the Nobel gap. Nature. (Correspondence article)

• 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.

• 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.

• 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.

• Hu, L., Yang, A. J.*, & Deng, S.* (2027). Gender differences in early semantic trajectories and academic career persistence. Information Processing & Management.

• Yang, A. J.* (2025). Unraveling topic switching and innovation in science. Information Processing & Management.

• 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. (Best paper award in 2023)

• 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.

• 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.

• Yang, A. J.*, Zhang, Y., Wang, Z., Wang, H., & Deng, S. (2025). Quantifying delayed recognition of scientists. Journal of Informetrics.

• Yang, A. J.* (2024). On the temporal diversity of knowledge in science. Journal of Informetrics.

• Yang, A. J.* (2024). Unveiling the impact and dual innovation of funded research. Journal of Informetrics.

• 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.

• 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.

• 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.

• Yang, A. J., Zhao S. X., & Deng S.* (2025). Standing on the shoulder of data: data-driven research boosts scientific innovation. Scientometrics.

• Yang, A. J., Xu, H., Ding, Y., & Liu, M.* (2024). Unveiling the dynamics of team age structure and its impact on scientific innovation. Scientometrics.

• 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.

• Yang, A. J., Peng, Z., Hu, H., & Deng, S. (2026). Cognitive distance in scientific teams and innovative research outcomes. Journal of Information Science.

• 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.

• Yang, A. J.* (2025). Understanding the relationship between interdisciplinary knowledge and disruption in science. Journal of Information Science.

• Yang, A. J.*, Zhao, S. X., & Deng, S. (2024). Revisiting delayed recognition in science: a large-scale & comprehensive study. Journal of Information Science.

• 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.

• 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.

• Yang, A. J.*, Deng, S. (2024). Dynamic patterns of the disruptive and consolidating knowledge flows in Nobel-winning scientific breakthroughs. Quantitative Science Studies.

• Yang, A. J., Ding, Y., & Liu, M.* (2024). Female-led teams produce more innovative ideas yet receive less scientific impact. Quantitative Science Studies.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

• 柳美君, 杨杰, 杨斯杰, 闵超*. 中国与“一带一路”XX国家的科技人才流动研究[J]. 科学学研究, 2025.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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. 图书情报知识, 2026.

• 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.

• 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.

• 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.

• 张逸勤, 邓三鸿*, 巩洪村, 杨杰, 刘潮. 面向 AI4Science 的科学论文图像语义描述框架体系构建研究[J]. 图书馆论坛, 2026.

• 代云松, 杨杰, 刘倩, 方静, 邓三鸿*. 人工智能专利中新颖技术表达的后续复用与技术影响[J]. 情报理论与实践, 录用.

• 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.

• 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.

• 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.

• 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.

• 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.

• 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.

会议论文

• Yang, A. J.*, Shi Y., Zhao S. X., Zhang Y., and Deng S. (2025) Mining Collective Intelligence and Predicting Disruptive Paradigm Shifts via Human-Aware AI. Proceedings of the Association for Information Science and Technology (ASIST).

• Yang, A. J.*, Zhao S. X., Bu Y., and 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 Y., Yang, A. J., and 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.*, Shi Y., Ma Y., and Deng S. (2025) Quantifying talent space of nations based on global patterns of mobility. The 4th France's International Conference on Complex Systems (FRCCS).

• Yang, A. J., Bu Y., Ding Y., & Liu, M.* (2024) Quantifying scientific novelty of doctoral theses with Bio-BERT model. Proceedings of Joint Workshop of the 5th Extraction and Evaluation of Knowledge Entities from Scientific Document and the 4th AI + Informetrics, iConference.

• 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.*, Wang, Y., Kong, J., Zhang, Q., Hu, H., Wang, H., & Sanhong, D. (2023). The global disruption index (GDI): an incorporation of citation cascades in the disruptive index. Proceedings of 19th International Society of Scientometrics and Informetrics Conference (ISSI).

• 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 (ASIST).

• 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 (ASIST).

注：*代表论文通讯作者。

• 国自科青年学生基础研究项目博士研究生“融合创新测度和生成模型的科学技术知识空间预测研究”，主持

• 江苏省研究生科研与实践创新计划项目“科研合作高阶网络的贝叶斯重构与网络效应识别研究”，主持

• 复旦大学与科睿唯安-创新评价开放基金“基于颠覆性创新的多层次学术评价研究”，主持

• 国社科重点项目“基于领域集体智慧挖掘的颠覆性范式变革预测研究”，参与

• 国社科一般项目“大数据环境下学术成果真实价值与影响的实时预测及长期评价研究”，参与

• 国自科面上项目“虚实交互元宇宙场景的信息交互模式研究”，参与

• 国社科重大项目“人工智能颠覆性应用的社会影响与信息治理研究”，参与

• 国社科重大项目“人工智能驱动的知识组织与图书馆服务研究”，参与

• 国社科重大项目“情报学学科建设与情报工作未来发展路径研究”，参与

• 国自科面上项目“跨维度引文分析方法研究”，参与

• 上海市软科学研究计划，参与

• 2026 博士毕业论文入选“中国社会科学博士论文文库”

• 2026 入选全球前2%顶尖科学家年度榜单 (斯坦福&爱思唯尔)

• 2026 上海科学技术情报成果一等奖

• 2026 华东地区科学技术情报成果奖二等奖

• 2025 国家公派留学基金联合培养博士生奖学金

• 2025 研究生国家奖学金 (教育部)

• 2024 研究生国家奖学金 (教育部)

• 2023 研究生国家奖学金 (教育部)

• 2024 “尤金-加菲尔德”博士生研究奖荣誉提名 (国际科学计量学学会)

• 2025 第四届南京大学博士生跨学科创新论坛一等奖

• 2024 第三届南京大学博士生跨学科创新论坛二等奖

• 2023 首届“科技伦理前沿谈”三等奖 (中国科协)

• 2023 南京大学与天工国际海外交流奖学金

• 2022 信息资源管理博士生分论坛一等奖

• 2021 第十七届“挑战杯”全国大学生课外学术科技作品竞赛三等奖