【科研论文】

[1] Hao Li; Xiaoyong Liu; Huihui Li; Ziyang Dong; Xiangling Xiao. MDFENet: A Multiscale Difference Feature Enhancement Network for Remote Sensing Change Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 3104-3115, 2023.

[2] Zhensheng Huang, Xiaoyong Liu, Hui Fu, Zhiguo Du.A novel parameter optimisation method of hydraulic turbine regulating system based on fuzzy differential evolution algorithm and fuzzy PID controller[J].International Journal of Bio-Inspired Computation,2021,18(3):153-164.

[3] Xiaoyong Liu, Ziyang Dong, Huihui Li, Jinchang Ren, et al.H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification.Remote Sensing 15.10(2023).

[4] 欧阳佳,印鉴,肖政宏,等.面向频繁项集挖掘的本地差分隐私事务数据收集方法[J].软件学报,2021,32(11):3541-3562.DOI:10.13328/j.cnki.jos.006044.

[5] Jia Ouyang, Huang Huimin, Ren Jiaxin,Xie Luodi & Xiao Yinyin.(2023).Contrastive learning with text augmentation for text classification.Applied Intelligence(16),19522-19531.

[6] Ouyang Jia,Xiao Yinyin,Liu Shaopeng,Xiao Zhenghong & Liao Xiuxiu.(2021).Set-valued data collection with local differential privacy based on category hierarchy..Mathematical biosciences and engineering : MBE(3),2733-2763.

[7]欧阳佳,肖政宏,刘少鹏,等.差分隐私模型的启发式隐私参数设置策略[J].计算机应用研究,2019,36(01):250-253.DOI:10.19734/j.issn.1001-3695.2017.06.0649.

[8]欧阳佳,肖茵茵,刘少鹏,等.基于在线判题系统的程序设计课程群教学研究[J].信息与电脑(理论版),2021,33(12):228-231.

[9]欧阳佳,印鉴,刘少鹏.一种分布式事务数据的差分隐私发布策略[J].软件学报,2015,26(06):1457-1472.DOI:10.13328/j.cnki.jos.004576.

[10]欧阳佳,印鉴,刘少鹏,等.一种有效的差分隐私事务数据发布策略[J].计算机研究与发展,2014,51(10):2195-2205.

[11]Yue-Jiao Gong, Jian-Xiong Guo, Da-Lue Lin, Yuan-Lin Zuo, Jun-Chao Liang, Lin-Jun Luo, Xian-Xin Shao, Chao Zhou, Meng-Ting Li. Automated Team Assembly in Mobile Games: A Data-Driven Evolutionary Approach Using a Deep Learning Surrogate, IEEE Transactions on Games, 2023, 15(1): 67-80.

[12]Jun-Xian Chen, Yue-Jiao Gong, Wei-Neng Chen, Meng-ting Li, Jun Zhang. Elastic Differential Evolution for Automatic Data Clustering[J]. IEEE Transactions on Cybernetics, 2021, 51(8):4134-4147.

[13]Meng-ting Li , Xiang Li, Jian Yin. TORD Problem and Its Solution Based on Big Trajectories Data[j]. IEEE Transactions on Intelligent Transportation Systems, 2016, 17(6):1666-1677.

[14]Xiang Li, Meng-ting Li, Yue-Jiao Gong, Xing-Lin Zhang and Jian Yin. T-DesP: Destination Prediction Based on Big Trajectory Data. IEEE Transactions on Intelligent Transportation Systems, 2016, 17(8): 2344-2354.

[15]陈忆群, 周如旗, 印鉴, 朱蔚恒, 李梦婷. 挖掘专利知识实现关键词自动抽取[J].计算机研究与发展, 2016.

[16]Yu-Hui Zhang, Meng-Ting Li, Yue-Jiao Gong and Jun Zhang. Differential Evolution with Random Walk Mutation and an External Archive for Multimodal Optimization [C]. IEEE Symposium Series on Computational Intelligence, 2015.

[17]Meng-Ting Li, Xiang Li, Jian Yin. Estimating the tolerable waiting time using fuzzy logic [C]. 2nd International Conference on Computer Science and Applications, 2015

[18]Heng Liu,Caizhu Huang,Heng Lian, et al. Hierarchical Spatially Varying Coefficient Process Regression for Modeling Net Anthropogenic Nitrogen Inputs (NANI) from the Watershed of the Yangtze River, China[J].Sustainability,2023,15(16):

[19]刘俊涛,王美林,张弩.基于微服务框架的实验室信息管理系统的设计与实现[J].电脑知识与技术,2022,18(17):1-3.DOI:10.14004/j.cnki.ckt.2022.1096.

[20] Huihui Li, Xiangling Xiao, Xiaoyong Liu, Jianhua Guo, Guihua Wen, Peng Liang.(2022). Heuristic objective for facial expression recognition. The Visual Computer(10),4709-4720.

[21] Youda Mo, Huihui Li*, Xiangling Xiao*, et al. Swin-Conv-Dspp and Global Local Transformer for Remote Sensing Image Semantic Segmentation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 5284-5296, 2023.

[22] Huihui Li, Guihua Wen, Xiping Jia, Zhiyong Lin, Huimin Zhao, Xiangling Xiao. Augmenting features by relative transformation for small data[J]. Knowledge-Based Systems, 2021, 225(7):107121.

【发明专利】

[1]欧阳佳,肖政宏,刘少鹏.基于MPC攻击模型的隐私参数设置方法[P].广东省:CN202010015556.3,2023-08-18.

[2]欧阳佳,肖政宏,刘少鹏.基于事务数据收集的支持度计数评估方法[P].广东省:CN202010014932.7,2024-02-27.

[3]陈惠香,欧阳佳,邓文新,等.一种基于Python的计算思维教学系统[P].广东省:CN202010022608.X,2023-11-24.

【代表性科研项目】

[1] 国家自然科学基金面上项目，细粒度隐性关联知识发现及其可视化探索方法研究，2022.1-2025.12，56万，主持，在研。

[2] 广东省协同创新与平台环境建设专项资金，大数据环境下面向战略性新兴产业服务的精准型科研众包平台研究，2018.1-2020.12，30万，主持，结题。

[3] 广东省协同创新与平台环境建设专项资金，面向科技创新创业人才精准实时信息服务的大数据分析平台，2017.1-2019.12，50万，主持，结题。

[4] 国家自然科学基金青年科学基金项目，面向高维数据发布的差分隐私保护方法研究，25万，结题，主持；

[5] 广州市科技创新发展专项资金科学研究计划一般研究项目，基于差分隐私的大数据隐私保护发布方法研究，20 万元，结题，主持；