个人简介 刘菲，主要研究领域包括数据挖掘等，在国际期刊(IEEE Trans.和ACM Trans. 汇刊)和会议(KDD、NeurIPS等)上发表论文数篇，获发明专利授权数项。担任IEEE Transactions on Learning Technologies (TLT)、IEEE Transactions on Computational Social Systems (TCSS)、Frontiers of Computer Science (FCS)等期刊审稿人；AAAI、WWW、CIKM等国际会议的程序委员会委员。 代表论文： ■ Liu Fei; Bu Chenyang; Zhang Haotian; Wu Le; Yu Kui; Xuegang Hu, FDKT: Towards an Interpretable Deep Knowledge Tracing via Fuzzy Reasoning, ACM Transactions on Information Systems (ACM TOIS), Accept. https://doi.org/10.1145/3656167 CCF A类国际期刊 ■ Liu Fei, Hu Xuegang, Bu Chenyang, and Yu Kui, Fuzzy Bayesian Knowledge Tracing, in IEEE Transactions on Fuzzy Systems (IEEE TFS), 2022. 30(7), 2412 - 2425. 中科院1区TOP期刊，CAA A类国际期刊 ■ Liu Fei, Hu Xuegang, Liu Shuochen (2020级本科生), Bu Chenyang, and Wu Le. Meta multi agent exercise recommendation: A game application perspective. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD).2023. CCF A类国际会议，Oral ■ Liu Fei, Wei Zhenchun, Huang Zhensheng, Lu Yang, Hu Xuegang, and Shi Lei. A Multi-Grouped LS-SVM Method for Short-Term Urban Traffic Flow Prediction, in Proceedings of 2019 IEEE Global Communications Conference (IEEE GLOBECOM). IEEE, 2019. Oral ■ Bu Chenyang, Liu Fei, Cao Zhiyong, Li Lei, Zhang Yuhong, Hu Xuegang, and Luo Wenjian. Cognitive diagnostic model made more practical by genetic algorithm, IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), doi: 10.1109/TETCI.2022.3182692. 中科院2区期刊，CAAI B类国际期刊 ■ 胡学钢, 刘菲, 卜晨阳. 教育大数据中认知跟踪模型研究进展[J]. 计算机研究与发展, 2020, 57(12): 2523-2546. CCF A类中文期刊 ■ Xiangzhi Chen, Le Wu, Fei Liu, Lei Chen, Kun Zhang, Richang Hong, Meng Wang. Disentangling Cognitive Diagnosis with Limited Exercise Labels. In Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS), December 10-16, 2023, New Orleans, LA, USA. CCF A类国际会议 ■ Wei Zhenchun, Liu Fei, Zhang Yan, Xu Juan, Ji Jianjun, and Lyu Zengwei. A Q-learning Algorithm for Task Scheduling based on Improved SVM in Wireless Sensor Networks, Computer Networks, 2019, 161: 138-149. 中科院2区国际期刊 ■ Wei Zhenchun, Liu Fei, Lyu Zengwei, Ding Xu, Shi Lei, and Xia Chengkai. Reinforcement Learning for a Novel Mobile Charging Strategy in Wireless Rechargeable Sensor Networks, in Proceedings of International Conference on Wireless Algorithms, Systems, and Applications (WASA). Springer, Cham, 2018: 485-496. Oral ■ Bu Chenyang, Lu Yi (2018级本科生), Liu Fei(*). Automatic Graph Learning with Evolutionary Algorithms: An Experimental Study, in Proceedings of Pacific Rim International Conference on Artificial Intelligence (PRICAI). Springer, Cham, 2021: 513-526. Oral ■ Zhang Haotian (2019级本科生), Bu Chenyang(*), Liu Fei(*), Liu Shuochen, Zhang Yuhong, and Hu Xuegang. APGKT: Exploiting Associative Path on Skills Graph for Knowledge Tracing, in Proceedings of Pacific Rim International Conference on Artificial Intelligence (PRICAI). Springer, Cham, 13629 (1), 2022, 353-365. Oral ■ Luo Rui, Liu Fei, Liang Wenhao, Zhang Yuhong, Bu Chenyang, and Hu Xuegang. DAGKT: Difficulty and attempts boosted graph-based knowledge tracing, in Proceedings of International Conference on Neural Information Processing (ICONIP).2022. Oral 发明专利： ■ 中国发明专利. 授权. 刘菲，卜晨阳，孙帅，胡学钢. CN113221007A.答题行为推荐方法. 2021.08.06 ■ 中国发明专利. 授权. 胡学钢，刘菲，卜晨阳等. CN201711081873.X.一种面向学生认知过程的认知诊断方法. 2021.06.29 ■ 中国发明专利. 授权. 魏振春，刘菲，吕增威等. CN201811081743. 一种无线可充电传感器网络聚类分簇路由方法. 2019.08.30 ■ 中国发明专利. 授权. 卜晨阳，张浩天(2019级本科生)，刘菲等. CN113344204A. 多重逻辑问题的认知数据处理方法及装置. 2021.09.03 其他联系方式 通讯/办公地址： 翡翠科教楼A801
