国际化合作方面,目前与哈佛大学医学院、新加坡南洋理工大学等团队开展深度合作。已选派本科生、研究生多人次访问学习,目前培养赴海外在读博士南洋理工大学和哥伦比亚大学各一名。指导学生多次参加国家级竞赛并获铜奖、银奖。
1. williamhill官网盖德-金融大数据创新实验室
2. williamhill官网觅健-重大疾病大数据联合实验室
3. williamhill官网链合-区块链研究中心
4. williamhill官网翼石电子-数字城市与物联网研究中心
5. 机械设备工业4.0物联网研究中心
Fan Lin, Pengfei Li, Yuanguo Lin, Zhennan Chen, Huanyu You, Shibo Feng. Kernel-based Hybrid Interpretable Transformer for High-frequency Stock Movement Prediction, IEEE International Conference on Data Mining (ICDM), 2022, (CCF B顶会)
Yuanguo Lin, Yong Liu, Fan Lin*, Lixin Zou, Pengcheng Wu, Wenhua Zeng, Huanhuan Chen, Chunyan Miao. A Survey on Reinforcement Learning for Recommender Systems. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2023.3280161, 2023. (JCR1区, CCF B)
Wei Zhang, Yuanguo Lin, Yong Liu, Huanyu You, Pengcheng Wu, Fan Lin*, Xiuze Zhou. Self-Supervised Reinforcement Learning with dual-reward for knowledge-aware recommendation. Applied Soft Computing, Volume 131, 109745, December 2022, (JCR1区)
Yuanguo Lin, Fan Lin*, Lvqing Yang, Wenhua Zeng, Yong Liu, Pengcheng Wu. Context-aware reinforcement learning for course recommendation. Applied Soft Computing, Volume 125, 109189, August 2022, (JCR1区)
Yuanguo Lin, Fan Lin*, Wenhua Zeng, Jianbing Xiahou, Li Li, Pengcheng Wu, YongLiu, Chunyan Miao. Hierarchical reinforcement learning with dynamic recurrent mechanism for course recommendation. Knowledge-Based Systems, Vol 244, 108546, May 2022, (JCR1区, CCF C)
Qian Hu, Fan Lin*, Beizhan Wang, Chunyan Li. MBRep: Motif-based Representation Learning in Heterogeneous Networks. Expert Systems with Applications, March 2022: 116031, (JCR1区, CCF C)
Xiujin Wu, Wenhua Zeng, Fan Lin*, Xu Peng. Anticancer Peptide Prediction via Multi-CNN and Attention Model. Frontiers in Genetics, 2022, 13(1):1-11, (JCR2区)
Xiujin Wu, Wenhua Zeng, Fan Lin*, Xiuze Zhou. NeuRank: Learning to Rank with Neural Networks for Drug-Target Interaction Prediction. BMC Bioinformatics, 2021, 567:1-17, (JCR2区, CCF C)
Shibo Feng, Chen Xu, Yu Zuo, Guo Chen, Fan Lin*, Jianbing XiaHou. Relation-Aware Dynamic Attributed Graph Attention Network for Stocks Recommendation. Pattern Recognition, 2021: 108119, (JCR1区, CCF B)
Yuanguo Lin, Shibo Feng, Fan Lin*, Wenhua Zeng, Yong Liu, Pengcheng Wu. Adaptive course recommendation in MOOCs. Knowledge-Based Systems, Vol 224, 107085, July 2021, (JCR1区, CCF C)
Kangkang Li, Xiuze Zhou, Fan Lin*, Wenhua Zeng, Beizhan Wang, Gil Alterovitz; Sparse Online Collaborative Filtering with Dynamic Regularization, Information Sciences,Vol 505, 2019, Pages 535-548,(JCR1区, CCF B)
Junhu Ruan, Yuxuan Wang, Felix Tung, Sun Chan, Xiangpei Hu, Minjuan Zhao, Fangwei Zhu, Baofeng Shi, Yan Shi, Fan Lin*, A Life Cycle Framework of Green IoT-Based Agriculture and Its Finance, Operation, and Management Issues, IEEE Communications Magazine, 2019, 57(3): 90-96.(JCR1区)
Xiuze Zhou, Weibo Shu, Fan Lin*, Beizhan Wang, Confidence-weighted bias model for online collaborative filtering, Applied Soft Computing, 2018, 70: 1042-1053.(JCR1区 )
Fan Lin;Jiasong Zeng;Haishan Chen;Jianbing Xiahou*;Wenhua Zeng, Multi-Objective Evolutionary Algorithm Based On Non-Dominated Sorting and Bidirectional Local Search for BigData, IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13(4): 1979-1988. (JCR1区, CCF C)
Shufu Lin;Fan Lin*; Haishan Chen; Wenhua Zeng, A MOEA/D-based Multi-objective Optimization Algorithm for Remote Medical, Neurocomputing,Vol 220,pp(5-16),Jan 2017,(JCR1区, CCF C)
Fan Lin*;Wenhua Zeng;Lvqing YANG; Yue Wang; Shufu Lin; Jiasong Zeng; Cloud Computing System Risk Estimation and Service Selection Approach Based on Cloud Focus Theory, Neural Computing & Applications, pp(1-14),Jan 2016,(JCR2区)
Fan Lin;Jingbin Wang; Nian Zhang;Jianbing Xiahou*;Nancy McDonald, Multi-kernel learning for multivariate performance measures optimization, Neural Computing & Applications , pp(1-13), Jan 2016,(JCR2区)
Fan Lin;Xiuze Zhou ;Wenhua Zeng, Sparse Online Learning for Collaborative Filtering, INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, pp(248-258),Vol 11,Issue 2,APR 2016(JCR4区)
Zhou, X., Lin, F., Yang, L., Nie, J., Tan, Q., & Zeng, W., et al. (2016). Load balancing prediction method of cloud storage based on analytic hierarchy process and hybrid hierarchical genetic algorithm. Springerplus, Vol 5, Article Number (1989),Nov 2016, (JCR4区)
Lin Fan; Xiahou Jianbing; Xu Zhuxiang ,TCM clinic records data mining approaches based on weighted-LDA and multi-relationship LDA model, Multimedia Tools and Applications, Vol 75,Issue 22, pp(14203-14232), Nov 2016, (JCR4区)
Fan Lin; Jianbing Xiahou*;Wenhua Zeng ,A Study of Risk Evaluation Framework for Cloud Computing System, Journal of Internet Technology , Vol 16,Issue 7,pp(1351-1366),DEC 2015,(JCR4区)
Liu Zhijian ; Li Hao ; Tang XinDong; Zhang XinYu ; Lin Fan*;Cheng KeWei, Extreme learning machine: a new alternative for measuring heat collection rate and heat loss coefficient of water-in-glass evacuated tube solar water heaters, SPRINGERPLUS, Vol 5,Article Number 626,May 2016, (JCR4区)
Shi Yong, Lin Fan*; Dai Long; Xiaowei Jing ,Medical Cloud Computing Risk Prediction Method Based on AHP and MRHGA-RBF Neural Networking Optimization, Journal of Medical Imaging and Health Informatics, Vol 6,Issue 4,Aug 2016, DOI: 10.1166/jmihi.2016.1804, (JCR4区)
Fan Lin, Zhihong Zhang*,Shu-Fu Lin, Jia-Song Zeng ,Yan-Fang Gan , Study of TCM clinical records based on LSA and LDA SHTDT model , Experimental and therapeutic medicine, Vol 12,Issue 1, pp(288-296), JUL 2016, (JCR4区)