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个人简介

教育经历 2009.10 2012.3 高知工科大学 信息科学 博士 2006.9 2012.7 吉林大学 计算机应用技术 博士 2003.9 2006.7 吉林大学 计算机应用技术 硕士 1999.9 2003.7 西安电子科技大学 计算机应用技术 学士 1996.9 1999.7 白城一中 无 工作经历 2012.7 至今 大连理工大学电子信息与电气工程学部 讲师

研究领域

1)群体智能决策理论与应用;2)演化机器学习技术;3)面向医疗大数据的智能决策技术

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

[1] 葛宏伟.Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification[A],2021 [2] Cao, Pengfei.Image Captioning with Bidirectional Semantic Attention-Based Guiding of Long Short-Term Memory[J],NEURAL PROCESSING LETTERS,2021,50(1):103-119 [3] 葛宏伟.Bi-space Interactive Cooperative Coevolutionary algorithm for large scale black-box optimization[J],APPLIED SOFT COMPUTING,2021,97 [4] 葛宏伟.Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification[A],2021 [5] Ge, Hongwei,Yan, Zehang,Zhang, Kai,Zhao, Mingde,Sun, Liang.Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style[A],2019,1754-1763 [6] Sun, Liang,Wang, Ye,Song, Junjie,Li, Baoyu.Cooperative Coupled Generative Networks for Generalized Zero-Shot Learning[J],IEEE ACCESS,2020,8:119287-119299 [7] Ge, Hongwei,Zhang, Kai,Sun, Liang,Tan, Guozhen.Exploring Latent Information for Unsupervised Person Re-Identification by Discriminative Learning [J],IEEE ACCESS,2020,8:44748-44759 [8] Yu, Chao,Ge, Hongwei,Ren, Jiankang,Sun, Liang,Chen, Bingcai,Tan, Guozhen,Wang, Xin,Xu, Xin,Zhang, Minjie.Distributed Multiagent Coordinated Learning for Autonomous Driving in Highways Based on Dynamic Co[J],IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS,2020,21(2):735-748 [9] Ge, Hongwei,Sun, Weiting,Zhao, Mingde,Zhang, Kai,Sun, Liang,Yu, Chao.Multi-Grained Cascade AdaBoost Extreme Learning Machine for Feature Representation[A],2019,2019-July [10] Ge, Hongwei,Zhao, Mingde,Zhang, Kai,Sun, Liang.Strategy Selection in Complex Game Environments Based on Transfer Reinforcement Learning[A],2019,2019-July [11] Ge, Hongwei,Zhao, Mingde,Sun, Liang,Wang, Zhen,Tan, Guozhen,Zhang, Qiang,Chen, C. L. Philip.A Many-Objective Evolutionary Algorithm With Two Interacting Processes: Cascade Clustering and Ref[J],IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION,2019,23(4):572-586 [12] Ge, Hongwei,Yan, Zehang,Yu, Wenhao,Sun, Liang.An attention mechanism based convolutional LSTM network for video action recognition[J],MULTIMEDIA TOOLS AND APPLICATIONS,2019,78(14):20533-20556 [13] Sun, Liang,Ge, Hongwei,Kang, Wenjing.Non-negative matrix factorization based modeling and training algorithm for multi-label learning[J],FRONTIERS OF COMPUTER SCIENCE,2019,13(6):1243-1254 [14] Ge, Hongwei,Yu, Jinghong,Sun, Liang,Wang, Zhen,Yao, Yao.Discovery of DNA Motif Utilising an Integrated Strategy Based on Random Projection and Particle Sw[J],MATHEMATICAL PROBLEMS IN ENGINEERING,2019,2019 [15] Ge, Hongwei,Zhang, Kai,Wu, Chunguo,Sun, Liang.Cooperative differential evolution framework with utility-based adaptive grouping for large-scale [J],ADVANCES IN MECHANICAL ENGINEERING,2019,11(3) [16] Ge, Hongwei,Yao, Yao,Chen, Zheng,Sun, Liang.Unsupervised Transformation Network Based on GANs for Target-Domain Oriented Multi-domain Image Tr[A],2019,11362:398-413 [17] Yu, Chao,Wang, Dongxu,Ren, Jiankang,Ge, Hongwei,Sun, Liang.Decentralized Multiagent Reinforcement Learning for Efficient Robotic Control by Coordination Grap[A],2018,11012:191-203 [18] Ge, Hongwei,Sun, Keyi,Sun, Liang,Zhao, Mingde,Wu, Chunguo.A Selective Ensemble Learning Framework for ECG-Based Heartbeat Classification with Imbalanced Dat[A],2018,2753-2755 [19] 孙亮,韩毓璇,康文婧,葛宏伟.基于生成对抗网络的多视图学习与重构算法[J],自动化学报,2018,44(5):819-828 [20] 王雪莲,葛宏伟,孙亮.基于典型相关子空间与K邻近的图像自动注释算法[J],鲁东大学学报(自然科学版),2018,34(2):97-104 [21] 余超,任健康,葛宏伟,孙亮.Decentralized Multiagent Reinforcement Learning for Efficient Robotic Control by Coordination Graphs[A],2018,191-203 [22] 葛宏伟,孙亮,王振,谭国真,张强.A many-objective evolutionary algorithm with two interacting processes: cascade clustering and refer[J],IEEE Transactions on Evolutionary Computation,2018 [23] 孙亮,葛宏伟.Non-negative matrix factorization-based modeling and training algorithm for multi-label learning[J],Frontiers of Computer Science,2018 [24] 葛宏伟,孙克乙,孙亮,赵明德,吴春国.A Selective Ensemble Learning Framework for ECG-Based Heartbeat Classification with Imbalanced Data[A],2018,2753-2755 [25] 葛宏伟,姚瑶,陈政,孙亮.Unsupervised Transformation Network Based on GANs for Target-domain Oriented Multi-domain Image Tran[A],2018,273-282 [26] Zhao, Mingde,Ge, Hongwei,Han, Hongyan,Sun, Liang.A Many-Objective Evolutionary Algorithm with Fast Clustering and Reference Point Redistribution[A],2018,39-46 [27] Ge, Hongwei,Yao, Yao,Chen, Zheng,Sun, Liang.Unsupervised Transformation Network Based on GANs for Target-Domain Oriented Image Translation[J],IEEE ACCESS,2018,6:61342-61350 [28] Sun, Liang,Han, Yuxuan,Ge, Hongwei,Kang, Wenjing.Multi-View Transformation via Mutual-Encoding InfoGenerative Adversarial Networks[J],IEEE ACCESS,2018,6:43315-43326 [29] Ge, Hongwei,Sun, Liang,Yu, Jinghong.Fast batch searching for protein homology based on compression and clustering[J],BMC BIOINFORMATICS,2017,18(1):508 [30] Ge, Hongwei,Sun, Liang,Tan, Guozhen,Chen, Zheng,Chen, C. L. Philip.Cooperative Hierarchical PSO With Two Stage Variable Interaction Reconstruction for Large Scale Op[J],IEEE TRANSACTIONS ON CYBERNETICS,2017,47(9,SI):2809-2823 [31] Ge, Hongwei,Sun, Liang,Yao, Yao,Yu, Jinghong.An automatic motif recognition algorithm in DNA sequences based on particle swarm optimization and[A],2017,2017-January:2241-2243 [32] Sun, Liang,Ge, Hongwei,Weiting Sun.NMF-Based Stochastic Models for Multi-Label Propagation[A],2017,1141-1147 [33] Yu, Chao,Chen, Yatong,Lv, Hongtao,Ren, Jiankang,Ge, Hongwei,Sun, Liang.Neural Learning for the Emergence of Social Norms in Multiagent Systems[A],2017,40-45 [34] Bi, Ran,Sun, Liang,Zheng, Xu,Tan, Guozhen.Adaptive Filter based Strategy for Data Collection in Wireless Sensor Networks[A],2016,317-324 [35] Ge, Hongwei,Sun, Liang,Chen, Xin,Liang, Yanchun.An Efficient Artificial Fish Swarm Model with Estimation of Distribution for Flexible Job Shop Sch[J],INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS,2016,9(5):917-931 [36] Ge, Hongwei,Sun, Liang,Yang, Xin.Adaptive Hybrid Differential Evolution with Circular Sliding Window for Large Scale Optimization[A],2016,87-94 [37] Ge Hongwei,Sun Liang.Intelligent Scheduling in Flexible Job Shop Environments Based on Artificial Fish Swarm Algorithm [A],2016,3230-3237 [38] Bi, Ran,Li, Yingshu,Tan, Guozhen,Sun, Liang.Optimizing Retransmission Threshold in Wireless Sensor Networks[J],SENSORS,2016,16(5) [39] 孙亮,徐海浪,葛宏伟.保证全局收敛的随机粒子群新算法[J],吉林大学学报(工学版),2016,47(2):615-623 [40] 刘明剑,谭国真,魏欣,丁男,孙亮.基于禁忌搜索的交叉路口自治车辆调度方法[J],中国公路学报,2016,29(2):123-129 [41] Sun, Liang,Ge, Hongwei,Wang, Limin.A coevolutionary bacterial foraging model using pso in job-shop scheduling environments[J],International Journal of Grid and Distributed Computing,2016,9(9):379-394 [42] 毕冉,谭国真,孙亮.Optimizing Retransmission Threshold in Wireless Sensor Networks. Sensors[J],Sensors,2016,16(5):665-685 [43] Ge, Hongwei,Sun, Liang,Yu, Jinghong.Enhancing protein homology batch search algorithm with sequence compression and clustering[A],2016,1901-1903 [44] Sun, Liang,Ge, Hongwei,Wang, Limin.Convergent stochastic differential evolution algorithms[J],International Journal of Hybrid Information Technology,2016,9(7):191-206 [45] 谭国真,孙亮.基于交叉路口道路时空网格的车辆碰撞预警算法[J],北京邮电大学学报,2016,38(2):38-44 [46] Ge, Hongwei,Sun, Liang,Yang, Xin,Yoshida, Shinichi,Liang, Yanchun.Cooperative differential evolution with fast variable interdependence learning and cross-cluster m[J],APPLIED SOFT COMPUTING,2015,36:300-314 [47] 刘明剑,谭国真,钱经纬,孙亮.基于交叉路口道路时空网格的车辆碰撞预警方法研究[J],北京邮电大学学报,2015,38(2):38-44 [48] Sun, Liang,Ge, Hongwei,Guo, Xiaoli.An Algorithm with User Ranking for Measuring and Discovering Important Nodes in Social Networks[A],2014,945-949 [49] Ge, HongWei,Sun, Liang,Ma, Zheng.A Hierarchical Particle Swarm Optimizer With Random Social Cognition For Large Scale Global Optimi[A],2014,256-261 [50] 葛宏伟,孙亮,丁琦.面向实践与创新能力培养的程序语言多元化教学模式探索[J],教育教学论坛,2014,15:210-211 [51] Sun, Liang,Ge, Hongwei,Yoshida, Shinichi,Liang, Yanchun,Tan, Guozhen.Support vector description of clusters for content-based image annotation[J],PATTERN RECOGNITION,2014,47(3):1361-1374 [52] Ge H.,Sun L..A bacterial foraging strategy-based recurrent neural network for identifying and controlling nonline[A],2012,1127-1131 [53] Sun L.,Shen Y..A highly available spectrum allocation service in dynamic spectrum market[A],2010 [54] Han M.,Sun L..EEG signal classification for epilepsy diagnosis based on AR model and RVM[A],2010,PART 2:134-139 [55] Cooperative differential evolution with fast variable interdependence learning and cross-cluster mut[J],Applied Soft Computing,2015,36:300-314 [56] Convergent stochastic differential evolution algorithms[J],International Journal of Hybrid Information Technology,2019,9(7):191-206 [57] An efficient artificial fish model with estimation of distribution for job shop scheduling,International Journal of Computational Intelligence Systems,2016,9(5):917-931 [58] Optimizing retransmission threshold in wireless sensor networks,Sensors,2016,16(5):1-21 [59] An algorithm with user ranking for measuring and discovering important nodes in social networks[C],the 7th International Conference on BioMedical Engineering and Informatics, BMEI 2014,2014,945-949 [60] Adaptive filter based strategy for data collection in wireless sensor networks[C],IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom),2016 [61] Cooperative Hierarchical PSO With Two Stage Variable Interaction Reconstruction for Large Scale Opti[J],IEEE Transactions on Cybernetics,2019,47(9):2809-2823 [62] A coevolutionary bacterial foraging model using PSO in job-shop scheduling environments,International Journal of Grid and Distributed Computing,2019,9(9):379-394

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