研究方向为人工智能教育和可解释性人工智能，发表 30 余篇学术论文，主持 1 项国家级项目、1 项省级课题、2 项厅级课题、1 项校级课题。

[1] 国家自然科学基金委员会, 地区基金项目, 基于贝叶斯网的学习者画像构建及智能诊断方法研究, 2026-01-01 至 2029-12-31, 32万元, 主持, 在研.

[2] 云南省科技厅基础研究计划，面上项目，基于Transformer的不确定性知识表示和概率推理方法研究，2024-03至2027-02，10万元，主持，在研.

[3] 云南省教育厅科学研究基金项目, 教师类项目, 面向用户偏好建模的大规模贝叶斯网表示学习方法研究, 2018-05至2020-05, 4万元, 主持, 已结项.

[4] 云南省教育厅科学研究基金项目, 教师类项目,基于Transformer的贝叶斯网嵌入及概率推理方法研究, 2023-03至2025-02, 2万元, 主持, 已结项.

[5] 云南大学教育教学改革项目，人机协同视域下教师教育微专业优化升级路径探索与实践，2026-05至2027-05, 2万元, 主持, 在研.

[1] 祁志卫, 王笳辉, 岳昆, 乔少杰, 李劲. 图嵌入方法与应用：研究综述. 《电子学报》, 2020, 48 (4): 808-818. (EI，北大核心)

[2] 杜斯, 祁志卫, 岳昆, 段亮, 王笳辉. 基于自编码器的贝叶斯网嵌入及概率推理. 《软件学报》, 2023, 34 (10): 4804-4820. (EI，北大核心)

[3] Zhiwei Qi, Yuqing Liu, Wenlin Liu, Wei Xu. How does AI match students’ proficiency levels to provide support? Student-driven AI-mediated scaffolding in EFL writing instruction. System, 2026, 104119. （SSCI，中科院1区TOP)

[4] Zhiwei Qi, Kun Yue, Liang Duan, Jiahui Wang, Shaojie Qiao, Xiaodong Fu. Matrix factorization based Bayesian network embedding for efficient probabilistic inferences. Expert Systems with Applications (ESWA), 2021, 169: 114294. (SCI,中科院1区TOP)

[5] Zhiwei Qi, Kun Yue, Liang Duan, Kuang Hu, Zhihong Liang. Dynamic embeddings for efficient parameter learning of Bayesian network with multiple latent variables. Information Sciences (INS), 2022, 590: 198-216. (SCI,中科院1区TOP)

[6] Zhiwei Qi, Tong Lu, Kun Yue, Liang Duan. similarity search on social networks with incremental graph indexing based on probabilistic inference. International Journal of Web Information Systems (IJWIS), 2024: 395-412. (SCI，新锐3区)

[7] Zhiwei Qi, Kun Yue, Zhu Yang, Jiahui Wang. Transformer Based Bayesian Network Structure Learning from an Information Theory Perspective. Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence (UAI), PMLR, 2026, 337:5541-5555. (EI, CAAI A)

[8] Kun Yue, Zhiwei Qi (Corresponding author), Liang Duan, Zhu Yang. Transformer based Bayesian network embedding for efficient multiple probabilistic inferences. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM), ACM, 2024: 3073-3082. (EI,CCF B)

[9] Zhu Yang, Kun Yue, Zhiwei Qi(Corresponding author),Liang Duan, Jianyu Li. GFlowNet with gradient-based optimization for Bayesian network structure learning, The 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), Seoul, Republic of Korea, 2025-11-10至2025-11-12. (EI,CCF B)

[10] 李彦柯, 祁志卫（通讯作者）, 李剑宇, 胡矿. 知识图谱引导的贝叶斯网概率推理. 《小型微型计算机系统》, 2022, 43 (6): 1272-1277.（北大核心）

[11] Zhiwei Qi, Kun Yue, Liang Duan, Zhihong Liang. Similarity search with graph index on directed social network embedding. Proceedings of the 22nd International Conference Web Engineering (ICWE), Springer, 2022: 82-97. (EI,CCF B)

[12] Zhiwei Qi, Xing Li, Wenlin Liu. AI agent based cognitive diagnosis for mathematical personalized teaching. Proceedings of the 15th International Conference on Educational and Information Technology (ICEIT). IEEE, 2026: 352-356. (EI)

[13] Zhiwei Qi, Chang Y, Xu W. Research on the interdisciplinary knowledge integration model based on multi-agent system. Proceedings of the 15th International Conference on Educational and Information Technology (ICEIT), IEEE, 2026: 210-215.(EI)

[14] Zhiwei Qi, Hongyan Li, Yuqing Liu. Personalized learning path recommendation based on underachiever profiles. Proceedings of 15th International Conference on Educational and Information Technology (ICEIT). IEEE, 2026: 104-109.(EI)

[15] Zhiwei Qi, Wei Xu , Yanbo Chang. Cultivation of junior school students' interdisciplinary competence based on smart learning Companion. Proceedings of 15th International Conference on Educational and Information Technology (ICEIT). IEEE, 2026: 149-154. (EI)

[16] Zhiwei Qi, Yuanyuan Wang, Xiaoqing Dai. Random forest for predicting ethical dilemmas of artificial intelligence of junior high school students. Proceedings of the 14th International Conference on Educational and Information Technology (ICEIT), IEEE, 2025: 339-343.(EI)

[17] Zhiwei Qi, Yuqing Liu, Hongyan Li. Enhancing preservice teachers' feedback literacy through a large language models-based multi-agent system. Proceedings of 2026 15th International Conference on Educational and Information Technology (ICEIT). IEEE, 2026: 160-165.(EI)

[18] Zhiwei Qi, Yuqing Liu, Wenlin Liu. Research on middle school English writing teaching model assisted by generative artificial intelligence. Proceedings of the 2025 International Conference on Artificial Intelligence and Education (ICAIE), IEEE, 2025. (EI)

[19] Zhiwei Qi, Wei Xu, Wenlin Liu. Interdisciplinary teaching model design for junior high school students based on presentation-assimilation-discussion class, Proceedings of the 10th International Conference on Distance Education and Learning (ICDEL), IEEE, 2025. (EI)

[20] Zhiwei Qi, Yuqing Liu and Xiaoqing Dai. Decision tree for predicting student english writing performance in the higher education. Proceedings of the 14th International Conference on Educational and Information Technology (ICEIT), IEEE, 2025. (EI)

[21] Tong Lu, Zhiwei Qi (Corresponding author), Kun Yue, Liang Duan. Probabilistic inference based incremental graph index for similarity search on social networks. Proceedings of International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), Springer, 2024: 458-473. (EI)

1.祁志卫; 云南省优秀博士学位论文《基于矩阵分解的贝叶斯网嵌入方法研究》, 云南省教育厅、云南省学位委员会，2023.

2.祁志卫; 社交媒体数据的关联挖掘、知识表示与协同推荐, 云南省人民政府, 云南省自然科学奖一等奖, 2025.

祁志卫; 王佳昕；刘雨晴；一种基于贝叶斯网的学习者智能诊断方法，2026-06-05，中国，CN202610612453.2

祝徐; 祁志卫; 苏云杉; 陈祥; 张莉; 岳昆; 基于CT影像的糖尿病患者胰腺病变可视化评估方法,2023-07-25, 中国, CN202310919538.1

祁志卫;王佳昕;巨承硕;沈奕含; 基于多智能体的学困生画像生成接口软件, 2026-07-06, 2026SR0711200.