杜一，研究员，博士生导师，北京市科技新星，CCF高级会员，中国科学院计算机网络信息中心大数据技术与应用发展部副主任、中心科技委员会委员。主要研究兴趣在科技大数据知识图谱、AI for Science等，任Data Express 执行副主编、Scientific Data 编委、AI for Science 青年编委、Neurocomputing副编辑等。主持包括国家重点研发计划青年科学家项目、国家自然科学基金青年项目（B类）、北京市科技新星交叉研究项目等在内的科研项目二十余项，在国内外期刊会议发表论文70余篇，授权发明专利20余项。主持国家重点研发计划青年科学家项目“基于领域知识图谱的光电催化材料挖掘软件”、国家自然科学基金青年项目（B类）“科技大数据知识图谱”、北京市科技新星交叉研究项目“SLC家族成员介导下肿瘤微环境知识图谱构建技术”以及国家重点研发计划课题、北京市自然科学基金、工业互联网创新发展工程等。

大数据知识图谱与AI for Science相关成果发表在IEEE TKDE、IEEE TCYB、ACM TKDD、ICLR、ACL等计算机领域学术期刊与会议，以及Advanced Functional Materials、Advanced Science（封面）、ACS Catalysis、Scientific Data等综合类期刊。

1.Ludi Wang, Hexing Han, Yufeng Liu, Zhiyuan Ning, Yujie Ma, Haidan Wang, Jinling Xu, Qiansheng Huang, Wenjuan Cui, Yuanchun Zhou, Yang Gao, Bin Wang*, Yi Du*. MicrobeDiscover: A Knowledge Graph–Enabled AI Framework for Identifying Microbes for Inorganic Nanomaterial Biosynthesis. Advanced Science, 2026. (SCI IF:15.6,JCR Q1,中科院一区Top,封面)

2.Chenghao Zhang, Chenghao_Zhang, Qingqing Long, Ludi Wang, Wenjuan Cui, Jianjun Yu*, Yi Du*. CITE: Benchmarking Heterogeneous Text-Attributed Graph Models. The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026 Main)., 2026. (CCF Rank A)

3.Xueqing Chen, Jian Xu, Ludi Wang, Yang Gao, Huihan Zhu, Yuanchun Zhou, Yi Du*, Cheng-Lin Liu*. CatalystBench: A Comprehensive Multi-Task Benchmark for Advancing Language Models in Catalysis Science. The Fourteenth International Conference on Learning Representations (ICLR)., 2026. (CCF Rank A)

4.Yujie Ma, Ludi Wang, Wenjuan Cui, Yuanchun Zhou, Yi Du*. Preference-Aware Bayesian Optimization for Interactive Decision Making. IEEE Transactions on Cybernetics, 2025. (SCI IF:10.5,JCR Q1,中科院一区Top)

5.Jiamin Huang, Haidan Wang, Ludi Wang, Yanhong Chang*, Yang Gao*, Yi Du*, Bin Wang*. Integrating machine learning insights in membrane electrode assembly for CO2 electrolysis. Advanced Functional Materials, 2025. (SCI IF:19.4,JCR Q1,中科院一区Top)

6.Ludi Wang, Dongze Song, Qiang Cui, Xueqing Chen, Yuanchun Zhou, Wenjuan Cui*, Yi Du*. AutoDive+: An Adaptive Model Enhanced Multimodal Online Annotation Tool. Proceedings of the ACM Web Conference（WWW 2025 Demo Track）, 2025. (CCF Rank A）

7.Xueqing Chen, Yang Gao, Ludi Wang, Wenjuan Cui, Jiamin Huang,Yi Du*, Bin Wang*. Large language model enhanced corpus of CO2 reduction electrocatalysts and synthesis procedures. Scientific Data, 2024. (SCI IF:8.5,JCR Q1,中科院二区)

8.Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du*, Pengyang Wang, Hui Xiong, Yuanchun Zhou*. Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification. IEEE Transactions on Knowledge and Data Engineering, 2023. (CCF Rank A，SCI IF:9.6,JCR Q1,中科院一区Top)

9.Yi Du*, Ludi Wang, Mengyi Huang, Dongze Song, Wenjuan Cui, Yuanchun Zhou*. Autodive: An Integrated Onsite Scientific Literature Annotation Tool

The 61st Annual Meeting of the Association for Computational Linguistics(ACL demo track)., 2023. (CCF Rank A)

10.Yang Gao, Ludi Wang, Xueqing Chen, Yi Du*, Bin Wang*. Revisiting electrocatalyst design by a knowledge graph of Cu-based catalysts for CO2 reduction. ACS Catalysis, 2023. (SCI IF:13.7,JCR Q1,中科院一区Top)