Personal Profile:

During my PhD, I conducted research on algorithms and applications of dynamic optimization. Currently, my research interests include knowledge graph construction with large models and multimodal fusion based on automatic architecture search. My project focuses on intelligent question-answering systems integrating large models and knowledge graphs, as well as RPA digital employees. In terms of academic service, I serve as the Deputy Secretary-General of the Causality and Cognitive Intelligence Special Committee of the Anhui Artificial Intelligence Society, Web Chair of the IEEE International Conference on Knowledge Graphs (IEEE ICKG) (2021-2023), and a program committee member for conferences such as AAAI, ECAI, COLING, PRICAI, and ICONIP. Additionally, I serve as a reviewer for several authoritative journals, including over 10 IEEE/ACM Transactions. I have received the Huawei Intelligent Base Scholarship, the ICKG 2021 Service Award, and the Best Paper Award at the ICKG 2020 and ICKG 2022 for papers I co-supervised. As project leader, I have undertaken projects funded by the National Natural Science Foundation of China, the China Postdoctoral Science Foundation, and several collaborative projects in the field of knowledge graph construction.

News:

[Mathematics] (SCI, IF: 2.4) Special Issue: "Data Mining and Machine Learning in the Era of Big Knowledge and Large Models". URL: https://www.mdpi.com/journal/mathematics/special_issues/0UM1MFXF7R

Recent Publications:

Fei Liu; Chenyang Bu (Corresponding Author); Haotian Zhang; Le Wu; Kui Yu; Xuegang Hu, FDKT: Towards an Interpretable Deep Knowledge Tracing via Fuzzy Reasoning, ACM Transactions on Information Systems (ACM TOIS, CCF A), Accepted.

Chenyang Bu, Yunpeng Hong, Shiji Zang, Guojie Chang, Xindong Wu. Automatic Fusion for Multimodal Entity Alignment: a New Perspective from Automatic Architecture Search. Proceedings of IEEE International Conference on Multimedia and Expo (ICME, CCF B). 2024, IEEE. Accepted.

Chenyang Bu; Fei Liu; Zhiyong Cao; Lei Li; Yuhong Zhang; Xuegang Hu; Wenjian Luo. Cognitive diagnostic model made more practical by genetic algorithm. IEEE Transactions on Emerging Topics in Computational Intelligence (CAAI B), 2023, 7(2): 447-461.

Chenyang Bu; Jiawei Zhang; Xingchen Yu; Le Wu; Xindong Wu. Which Companies are Likely to Invest: Knowledge-graph-based Recommendation for Investment Promotion. IEEE International Conference on Data Mining (ICDM, CORE A*, CCF B, acceptance rate 9.77%). IEEE, 2022: 11-20.

Chenyang Bu; Yu Xingchen; Hong Yan; Jiang Tingting. Low-Quality Error Detection for Noisy Knowledge Graphs. Journal of Database Management (JDM, SCI), 2021, 32(4): 48-64.

Chenyang Bu; Wenjian Luo; Tao Zhu; Ruikang Yi; Bin Yang. Species and memory enhanced differential evolution for optimal power flow under double-sided uncertainties. IEEE Transactions on Sustainable Computing, 2020, 5(3): 403-415.

Chenyang Bu, Wenjian Luo, Lihua Yue. Continuous dynamic constrained optimization with ensemble of locating and tracking feasible regions strategies. IEEE Transactions on Evolutionary Computation (CAAI A, SCI Q1). 21 (1), 14-33.

Chenyang Bu, Wenjian Luo, Tao Zhu, Lihua Yue. Solving online dynamic time-linkage problems under unreliable prediction. Applied Soft Computing (CAAI B, SCI Q1), 2017, 56: 702-716.

Participated Projects:

As a key technical member, I participated in several team projects, including:

(1) Intelligent Knowledge Graph Research and Application, 2023.01-present, responsible for domain asset construction, with the first version of tools deployed at ThinkTank Technology. Project introduction: https://lab.zhonghuapu.com/dongtai15

(2) Technology leader of Huapu System, 2017.07 – 2020.12, Website: https://www.zhonghuapu.com/

(3) Technology leader of HAO Marketing System, 2021.01 – 2022.12, Website: https://haozs.zhonghuapu.com/

(4) Technology leader of Zhihai System, 2023.01-present, Website: https://ko.zhonghuapu.com/

(5) National Key R&D Program of China "Basic Theory and Application Research of Big Data Knowledge Engineering."

Personal Links:

ResearchGate Profile: https://www.researchgate.net/profile/Chenyang-Bu

ORCID Profile: https://orcid.org/0000-0001-8203-0956

Google Scholar Profile: https://scholar.google.com/citations?user=jyojIOgAAAAJ&hl=zh-CN&oi=ao

Lab Homepage: https://lab.zhonghuapu.com/