----2025----

[1]Chuyuan Wei,Ke Duan,Shengda Zhuo,Hongchun Wang,Shuqiang Huang,Jie Liu.Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model.Journal of Artificial Intelligence Research (JAIR) , 2025, 82(2025): 1147-1173.  (CCF B类) 

[2]Chuyuan Wei, Baojie Yuan, Chuanhao Hu, Jinzhe Li, Chang-Dong Wang,  Mohsen Guizani.Knowledge-aware Intent-guided Contrastive Learning for Next-basket Recommendation. IEEE Transactions on Emerging Topics in Computational Intelligence,2025.(中科院大类分区3区)

[3]魏楚元，袁保杰，王昌栋. 多层级用户兴趣与多意图融合的下一篮推荐算法. 计算机科学与探索，2025, 19(3): 749-763 (中文核心)

[4]翟远鹏;魏楚元*;卓胜达;王昌栋;黄书强;刘杰 . 基于图破坏与对比学习的多源融合跨域推荐系统 , 小型微型计算机系统，2025(已录用). (中文核心)

[5]魏楚元;刘舜尧;卓胜达;张蕾;王昌栋;黄书强;刘杰.同质性增强的异构图提示学习方法,小型微型计算机系统，2025(已录用). (中文核心)

----2024----

[1]Chuyuan Wei , Chuanhao Hu , Chang-Dong Wang , Shuqiang Huang .   Time-aware Multi-Behavior Contrastive Learning for Social Recommendation.  IEEE Transactions on Industrial Informatics, 2024，20(4)：6424-6435. (IF=10.215, 中科院大类分区1区，TOP期刊)

[2]Zhang Lei,Peng Lijia, Xia Pengfei, Wei Chuyuan, Yang Chengwei , Zhang Yanyan. Dual-branch Branch Networks Based on Contrastive Learning for Long-Tailed Remote Sensing.Photogrammetric Engineering & Remote Sensing, Volume 90, Number 1, January 2024, pp. 45-53(9)

[3]王 昕，魏楚元*，张 蕾，万珊珊.提示学习框架下融合多层级特征信息的中文命名实体识别. 数据采集与处理, 2024,39(4),pp.1020-1032.(中文核心)

[4]Chuyuan Wei*, Jinzhe Li, Zhiyuan Wang, Shanshan Wan, Maozu Guo.Graph Convolutional Networks Embedding Textual Structure Information for Relation Extraction.Computers, Materials & Continua 2024, 79(2), 3299-3314. https://doi.org/10.32604/cmc.2024.047811

[5]魏楚元，王昕，周小平，赵光哲，黄明.大型语言模型及其在建筑行业应用研究综述.北京建筑大学学报.2024 , 40 (02).

[6]Zhang Lei,Peng Lijia, Xia Pengfei, Wei Chuyuan, Yang Chengwei ,Zhang Yanyan. Dual-branch Branch Networks Based on Contrastive Learning for Long-Tailed Remote Sensing.Photogrammetric Engineering & Remote Sensing, Volume 90, Number 1, January 2024, pp. 45-53(9)

[7]Junjia Chu, Chuyuan Wei*, Jinzhe Li, and Xiaowen Lu. Short-term Electrical Load Forecasting Based on Multi-Granularity Time Augmented Learning[J], ELECTRICAL ENGINEERING (2024).

[8]张蕾,潘佳兴,魏楚元*.污染排放网络中基于图嵌入的链路预测算法[J].计算机仿真,2024,41(10):393-399+447.(中文核心) 

----2023----

[1]魏楚元，王梦珂，户传豪，张桄齐.增强推荐系统可解释性的深度评论注意力神经网络模型.计算机应用，2023，43(11):3443-3448.(中文核心)

[2]魏楚元，张鑫贤，王致远，李金哲，刘杰. 多注意力机制的文本摘要事实一致性评估模型.计算机工程与应用，2023，59(07)：163-170.(中文核心)

[3]Lei Zhang, Yue Gu, Pengfei Xia, Chuyuan Wei*, Chengwei Yang.Hierarchical relation and entity rotation-based multi-feature knowledge graph embedding. J. Intell. Fuzzy Syst. 45(6): 11481-11493 (2023)

----2022----

[1]Guangqi Zhang,Chuyuan Wei*,Changfeng Jing,Yanxue Wang.Short Term Electrical Load Forecasting Based on Time Augmented Transformer. International Journal of Computational Intelligence Systems . Vol. 15, No. 1 (2022). (SCI)

[2]Lei Zhang, Jiaxing Pan, Pengfei Xia, Chuyuan Wei*, Changfeng Jing, Maozu Guo, Quansheng Guo.A complex network approach for the model of vehicle emission propagation and intelligently mine the interaction rules. J. Intell. Fuzzy Syst. 42(6): 5375-5384 (2022)

----2021----

[1]Sen Zhang, Jianwei Niu and Chuyuan Wei*. Fine-grained Factual Consistency Assessment for Abstractive Summarization Models.EMNLP2021,main conference.(CCF B)

[2]Chuyuan Wei,Changfeng Jing,Shouqing Wang,Delong Li.Urban Flood Visualization Framework Based on Spatial Grid.Sensors and Materials, Vol. 33, No. 12 (2021) :4579–4593.(SCI)

[3]Li, M,Wang, YX , Wei, CY.Intelligent Fault Diagnosis of Machines Based on Adaptive Transfer Density Peaks Search Clustering.SHOCK AND VIBRATION.2021.(SCI)

----2020----

[1]Chuyuan Wei,Jianwei Niu,Yanyan Guo.DLGNN:A Double-layer Graph Neural Network Model Incorporating Shopping Sequence Information for Commodity Recommendation.Sensors and Materials, 32(12),2020:4379-4392.(SCI)

---2019-2014----
[1]WEI Chuyuan,LI Fangfang, ZHAN Qiang and FAN Xiongzhong. Coupled Matrix Factorization for Sentence Similarity in Community Question Answering.Chinese Journal of Electronics,2016,25(4):665-671.(CCF B)

[2]魏楚元,湛强,樊孝忠,毛煜,张大奎. 融合事件信息的中文问答系统问题语义表征.中文信息学报,2015,29(1):196-204.

[3]Chuyuan Wei, Fangfang Li, Qiang Zhan. Domain-specific Chinese Term Extraction via Word Segmentation Optimization [J].Journal of Information & Computational Science, 2015,12(17):6477-6490.(EI)

[4]Dakui Zhang, Yu Mao, Yang Liu, Hanshi Wang, Chuyuan Wei, Shiping Tang: The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters. ACL 2015:662-667(CCF A)

[5]魏楚元,湛强,张大奎,毛煜,樊孝忠.基于问题语义表征的中文问答系统相似度计算方法.情报学报, 2014(10):1099-1107.