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。
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)