1.深度学习方法，语言训练模型；

2.自然语言处理；

3.企业信息化技术与软件开发；

4.知识图谱、人工智能；

5.社交网络大数据（情感计算、互联网舆情）；

6.图像序列的深度学习方法;

7.大模型。

(一)、主持的科研项目

1、国家级项目

[012]基于结构平衡的社交网络舆情正向引导学习策略与方法, 国家自然科学基金,面上项目，2019.01-

2022.12, 项目负责人;

[011]面向图像序列的深度学习理论与方法, 国家自然科学基金,2016.01-2020.12,重点项目, 项目负责人之一;

[010]基于微博社区的知识图谱构建与分析, 国家自然科学基金,面上，2015.01-2018.12,项目负责人。

[009]基于概念背景图的网络爬虫语义协作与竞争策略研究，国家自然科学基金,面上,2013.01-2016.12,项目负责人;

[008]基于领域本体的Web语义爬行策略研究, 国家自然科学基金,面上,2009.11-2011.12,项目负责人;

[007]数据空间的内在结构特征驱动的核方法研究, 国家自然科学基金,2012.01-2014.12, 主研人;

[006]西藏自然科学博物馆绿色光谷节能关键技术研究及集成示范,国家科技部,2011.10-2013.12,主研人;

[005]低山丘陵区稳定高效防护林体系地理信息系统软件(国家九五科技攻关项目96-007-02-05子专题) 四川省林业科学研究院 1999.12-2000.10结题项目负责人;

[004]长江和沿海生态林业工程效益评价(国家九五科技攻关项目96-007-04-06子专题)  四川省林业科学研究院 1999.12-2000.10结题项目负责人;

[003]生态效益指标体系建立及评价方法研究(国家九五科技攻关项目96-007-04-06子专题)  四川省林业科学研究院 1996.01-2000.10, 负责算法研究及程序实现、系统集成;

[002]四川盆地低山丘陵区稳定高效防护林体系建设配套研究(国家九五科技攻关项目96-007-02-05子专题) 四川省林业科学研究院 1996.01-2000.10, 负责算法研究及软件研制;

[001]江浪穹窿体变质变形与李伍铜矿远景成矿预测研究,地质矿产部85重点攻关项目,1992.01-1994.12,负责数据分析,地质调查。

2、省部级项目

[019]包装企业生产过程智能匹配及产品质量朔源关键技术与平台研究，四川省科技厅，区域合作重点项目，2021.01-2022.12，负责人。

[018]中文图书Altmeetrics评价及其在四川哲学社会科学学科影响力分析中的应用，四川省社科联项目，省哲社规划基地项目，2018.01-2019.12,主研。

[017]生物计算模型、算法和应用，四川省教育厅项目，高校科研创新团队，2017.01-2018.12,主研。

[016]基于用户活跃度的普适性社交网络朋友推荐方法研究及实现,四川省科技厅，四川省科技创新苗子工程，2015.01-2016.12,项目负责人。

[015]远程智能交互教育平台研究,四川省科技厅，四川省科技创新项目，2015.01-2016.12，主研。

[014]四川社会科学数据出版研究，四川省各社会科学重点研究基地，四川学术成果分析与应用研究中心，2014.01-2016.12，主研。

[013]我国社会科学数据引证及影响力研究，四川省各社会科学重点研究基地，四川学术成果分析与应用研究中心，2014.01-2016.12，主研。

[012]基于情感分析的Web商品个性化推荐系统的研究与实现,四川省科技厅，四川省科技创新苗子工程，2014.01-2015.12，主研。

[011]农业生产云计算服务的数据收集系统的前期研究，教育部，2012.06-2013.12,项目负责人;

[010]电子商务在医疗卫生资源协同保障中的运用，四川省社科联项目，2012.03-2012.12,主研人;

[009]无线电智能监测网络系统研发-电磁环境展示与态势分析,四川省无线电监测站，2011.08-2013.12,项目负责人;

[008]基于语义本体的网络舆情监测关键技术与示范研究，四川省人事厅，2011.01-2013.12，项目负责人;

[007]成都市网络舆情监测分析系统，四川省人事厅学术带头人培养基金，2011.01-2011.09, 项目主研人;

[006]基于领域本体的概念格的语义匹配研究, 四川省人事厅,2008.01-2009.12, 项目负责人;

[005]基于形式概念的用户查询与网页匹配方法研究, 四川省教育厅自然重点, 2007.5-008.12, 项目负责人;

[004]Internet网络蜘蛛的主动服务系统研究与开发, 四川省科技厅, 2006.09-2008.12, 项目负责人;

[003]基于形式概念的用户查询与网页匹配方法研究, 四川省人事厅, 2006.04-2007.12, 项目负责人;

[002]基于主动服务技术的网络机器人, 浙江省科技厅一般工业项目，2005.04-2006.12, 项目负责人;

[001]全国大学生数学建模监控与评价体系方法研究,四川省教学改革研究，2005.01-2008.12, 项目负责人;

3、其他项目

[041]OA系统升级开发，企业委托，2016.01-2016.12，主研。2015年

[040]广州永新电子条码追踪控制系统-提高利用程度继续开发,企业委托，2015.01-2016.12，主研。

[039]湖南新向维包装有限公司生产管理、物料条码追踪系统，企业委托，2014.01-2015.12，项目负责人。

[038]OA系统（二期）开发，企业委托，2014.01-2015.12，项目负责人。

[037]四川省安全生产监察执法总队OA系统(PC版本)，四川省安全生产执法总队，2013.05-2013.12,项目负责人;

[036]长沙银腾塑印包装有限公司条码追踪系统,长沙银腾塑印包装有限公司, 2013.06-2013.12,项目负责人;

[035]成都清洋包装印务信息化平台建设，成都清洋包装印务公司，2012.06-2012.11，项目负责人;

[034]电子商务在医疗卫生资源协同保障中的运用，四川省社科联项目，2012.03-2012.12,主研人;

[033]广州永新包装有限公司生产过程管理系统，广州永新包装有限公司,2012.01-2012.07,项目负责人;

[032]无线电信号(30~3000MHz)场强分布态势分析系统，成都九华圆通公司，2011.01-2011.12,项目负责人;

[031]Web语义爬行方法与应用系统，成都雷克灵通有限公司，2011.11-2012.12，项目负责人;

[030]蓝灵道路交通信号控制机，四川蓝灵交通设施工程有限责任公司，2011.04-2012.10，项目主研人;

[029]清洋印务信息化基础工程，清洋印务包装有限责任公司，2011.04-2012.04，项目负责人;

[028]无线电检测测向系统优化升级，成都九华圆通公司，2011.03-2011.10, 项目主研人;

[027]成都清洋宝柏包装有限公司包装材料创新产品搜索系统，成都清洋宝柏包装有限公司，2010.02-2012.12，项目主研人;

[026]无线电智能监测控件项目开发，成都九华圆通公司，2010.09-2010.12，项目主研人;

[025]西藏自然科学博物馆数字化关键技术研究及集成示范-软件设计与开发,西藏飞跃有限公司，2010.01-2014.06,主研人,项目负责人;

[024]成都市现代农业发展监测指标预测算法计算机实现，成都经济信息中心，2010.08-2010.10，项目主研人;

[023]成都清洋宝柏包装有限公司质量管理软件，成都清洋宝柏包装有限公司，2010.08-2010.12, 项目主研人;

[022]网络蜘蛛的爬行方向选择策略研究, 西华大学自然科学重点, 2006.4-2008.12, 项目负责人;

[021]清洋宝柏公司生产过程成本核算软件开发, 清洋宝柏公司,2008,07-2009,12, 项目负责人;

[020]成都三足公司OA系统, 成都三足公司,2006.07-2007.03, 项目负责人;

[019]成都三足公司劳动定额管理系统, 成都三足公司,2007.07-2007.12, 项目负责人;

[018]四川自贡硬质合金厂刀具模型设计与软件开发，四川自贡硬质合金厂，2008.07-2009.12,负责软件开发;

[017]成都市大型能耗调查数据库平台, 成都市城建局，2006.12-2009.12,负责数据库平台建设;

[016]烟花爆竹燃放编排软件开发，四川中萱数字传媒有限公司，2005.06-2005.12, 项目负责人;

[015]成都富全包装材料有限公司材料、产品入库出库管理, 成都富全包装材料有限公司,2004.09-2005.10, 项目负责人;

[014]四川新都竹友镇卫生院定位呼叫系统开发, 四川新都竹友镇卫生院,2004.05-2004.09, 项目负责人。

[013].GPRS/GSM远程数据采集软件设计与开发，中国地质科学研究院成都地质矿产研究所,2003.6-2004.05, 项目负责人;

[012]四川关怀医院病房管理自动化系统，四川关怀医院，2002.12-2003.1, 项目负责人;

[011]射洪县红十字医院信息管理系统(医院定位呼叫器)的研制，射洪县红十字医院，20002.11-2002.12，项目负责人;

[010]四川内江计委办公自动化系统，四川内江计委，2002.08-2002.10, 项目负责人;

[009]四川内江科委办公自动化系统，四川内江科委，2002.10-2002.12, 项目负责人;

[008]新都区计划生育指导站门诊划价收费管理系统，新都区计划生育指导站，2002.3-2002.10, 项目负责人;

[007]射洪县第七人民医院定位呼叫器系统设计，射洪县第七人民医院，2002.5-2002.12, 项目负责人;

[006]四川地矿局405医院定位呼叫系统，四川地矿局405医院，2001.10-2001.12, 项目负责人;

[005]天全中医院医院定位呼叫系统，天全中医院，2001.12-2002.12，项目负责人;

[004]四川省重点项目信息管理系统, 四川省重点项目项目办公室，2001.5~2002.12，技术负责人;

[003]都江堰管理局真人动画软件，横向合作，2001.7~2001.12, 项目第二负责人;

[002]都江堰渠首模型自动化控制软件，横向合作，2001.11~2002.1, 项目负责人;

[001]胜利油田油气存储三维地质模型，胜利油田,负责软件代码编写;

(二)、近年发表的学术论文

2025年

[263]Huang Chen,  Li Xianyong, Du Yajun, Dong Zhicheng, Huang  Dong, Kumar Jain Deepak,  Hussain Amir；A hybrid semantics and syntax-based graph convolutional network for aspect-Level sentiment classification； Cognitive Computation,  2025, 17(1):(SCI, 中科院四区, IF=4.3) 

[262]Zhang Gexiang, Wang Jun, Du Yajun; Emergent computing models & algorithms, International Journal of Parallel Emergemt and Distributed Systems, 2025, Early Access(SCI, 中科院四区, IF=1.1)

[261]Chen Songlin, Wang Weicheng, Chen Xiaoliang, Zhang Maolin, Lu Peng, Li Xianyong, Du Yajun; Enhancing Chinese comprehension and reasoning for large language models: an efficient LoRA fine-tuning and tree of thoughts framework; Journal of Supercomputing, 81(1):(SCI, 中科院三区, IF=2.5) 

[260]Huang Jiaming, Li Xianyong, Du Yajun, Fan Yongquan, Huang Dong, Chen Xiaoliang;  An aspect-opinion joint extraction model for target-oriented opinion words extraction on global space; Applied Intelligence, 2025, 55(1):(SCI, 中科院三区, IF=3.9)

2024年

[259]Yang Shun,  Du Yajun, Du Shangyi, Li Xianyong, Chen Xiaoliang,  Li Yanli, Xie Chunzhi, Liu Jia；Few-shot cyberviolence intent classification with meta-learning  autoEncoder based on adversarial domain adaptation; Neurocomputing, 2024, 620: 12908(SCI, 中科院二区, IF=5.5).

[258]Wang Gang, Du Yajun, Jiang Yurui; LSPCL: Label-specific supervised prototype contrastive learning for multi-label text classification; Knowledge-based Systems, 2024, 309: 112887(SCI, 中科院一区, IF=7.2).

[257] Bi Xue, Liu Xinwen, Chen Zhifeng, Chen Hongli, Du Yajun, Chen Huizu, Huang Xiaoli, Liu Feng; Complex-valued image reconstruction for compressed sensing MRI using hierarchical constraint; Magnetic Resonance  Imaging, 2024, 115: 110267(SCI, 中科院三区, IF=2.1). 

[256]Yang Shun, Du Yajun, Huang Jiaming, Li Xianyong, Du Shangyi, Liu jia, Li Yanli；Few-shot intent detection with mutual information and contrastive learning; Applied Soft Computing, 2024, 167: 112338(SCI, 中科院一区, IF=7.2). 

[255] Zheng Xin, Du  Yajun, Qin Xiaolin; CoMaSa:context multi-aware self-attention for emotional response generation; Neurocomputing, 2024, 611: 128692(SCI, 中科院二区, IF=1.1).

[254]Fu Junsen, Li Xianyong, Zhu Yihong, Du Yajun, Fan Yongquan, Chen Xiaoliang, Huang Dong, Wang Shumin; An implicit aspect-based sentiment analysis method using supervised  contrastive learning and knowledge embedding； Applied Soft Computing, 2024, 167: 112233(SCI, 中科院一区, IF=5.5). 

[253]Yang Sijia, Li Xianyong, Du Yajun, Huang Dong, Chen Xiaoliang, Fan Yongquan, Wang Shumin；A hierarchical dual-view model for fake news detection guided by discriminative lexicons; International  Journal of Machine Learning and Cybernetics, 2024, Early Access(SCI, 中科院四区, IF=3.1).

[252]Liu Jia, Yang Nijing, Lee Yanli, Huang Wei, Du Yajun, Li Tianrui, Zhang Pengfei; FedDAF: Federated deep attention fusion for dangerous driving behavior detection; Information Fusion, 2024, 112: 102584(SCI, 中科院一区, IF=14.8). 

[251]Yang Shun, Du Yajun, Liu Jia, Li Xianyong, Chen Xiaoliang, Gao Hongmei, Xie Chunzhi, Li Yanli; Few-shot multi-domain text intent classification with dynamic balance  domain adaptation meta-learning; Expert Systems with Applications,  2024, 255: 124429(SCI, 中科院一区, IF=7.5). 

[250] Lee Yanli, Wen Yifei, Xie Wenbo, Pan Liming, Du Yajun, Zhou Tao；Identifying influential nodes on directed network; Information Sciences, 2024, 677: 120945(SCI, 中科院一区, IF=8.1).

[249]Li Hao, Xie Chunzhi, Xu Kexin, Du Yajun, Li Xianyong, Li Yanli, Liu Jia；Completion of irregular emotion sequence based on users' social  relationships and historical emotions；International Journal of Parallel Emergent and Distrbuted Systems, 2024, Early Access(SCI, 中科院四区, IF=1.1).

[248]Wang Sihan, Li Hao, Xie Chunzhi, Du Yajun, Gao Zhisheng; AMPD: an Analects-Mandarin parallel dataset for bidirectional translation; International Journal of Parallel Emergent and Distrbuted Systems, 2024, Early Access(SCI, 中科院四区, IF=1.1).

[247]Deng Qin, Huang Zexia, Chen Xiaoliang, Li Xianyong, Du Yajun; English letter recognition based on adaptive optimization spiking neural P systems; Journal of Membrane Computing, 2024, Early Access(SCI, 中科院三区, IF=1.9).

[246]Chen Songlin, Wang  Weicheng, Chen Xiaoliang, Lu  Peng, Yang Zaiyan, Du Yajun; LLaMA-LoRA neural prompt engineering: a deep tuning framework for   automatically generating chinese text logical reasoning thinking chains; Data Intelligence, 2024, 6(2): 375-408(SCI, 中科院三区, IF=1.3).

[245] Feng Zhuo, Du Yajun,  Huang Jiaming,  Li Xianyong,  Chen Xiaoliang,  Xie Chunzhi; An evolutionary approach to extreme individual impact opinions based on time sunk costs; Intelligent Data Analysis, 2024, 28(6): 1627-1646(SCI, 中科院三区, IF=0.9).

[244] Huang Jiaming, Li Xianyong, Li  Qizhi, Du  Yajun, Fan Yongquan, Chen Xiaoliang, Huang Dong, Wang Shumin, Li Xianyong; Incorporating emoji sentiment information into a pre-trained language model for Chinese and English sentiment analysis; Intelligent  Data Analysis, 2024, 28(6): 1601-1625(SCI, 中科院三区, IF=0.9).

[243]Tang Jing, Fan Yongquan, Du Yajun, Li Xianyong, Chen Xiaoliang; A feature-aware long-short interest evolution network for sequential  recommendation; Intelligent  Data Analysis, 2024, 28(3): 733-750(SCI, 中科院三区, IF=0.9).

[242]Deng Qin; Chen Xiaoliang; Yang  Zaiyan; Li Xianyong; Du Yajun. CLSTM-SNP: Convolutional Neural Network to Enhance Spiking Neural P Systems for Named Entity Recognition Based on Long Short-Term Memory Network. Neural Processing Letters, 2024, 56(2): 109.(SCI, 中科院三区, IF=2.8). 

[241]Zhang Zhihao; Tang Mingwei; Chen Xiaoliang; Lee Yan-Li; Du Yajun; Zong Liansong; Li Xianyong; Jiang Zhongyuan; Gou Haosong. Aspect-Level sentiment analysis based on fusion graph double convolutional neural networks.International Journal of Parallel Emergent and Distributed Systems, 2024, Early Access.(SCI, 中科院四区, IF=1.1).

[240]Gu Xu; Chen Xiaoliang; Yang Min; Du Yajun; Tang Mingwei. Bi-DNE: bilayer evolutionary pattern preserved embedding for dynamic networks. Complex & Imtelligent Systems,2024, 10(3): 3763-3788.(SCI,中科院二区, IF=6.000).

[239]Wang Yitong; Li Xianyong; Cheng Yuhang; Du Yajun; Huang Dong; Chen  Xiaoliang; Fan Yongquan. A neural probabilistic bounded confidence model for opinion dynamics on social networks. Expert systems with applications, 2024, 247: 123315.(SCI,中科院一区, IF=8.665).

[238]Gu Xu; Chen Xiaoliang; Lu Peng; Li Zonggen; Du Yajun; Li Xianyong. AGCVT-prompt for sentiment classification: Automatically generating chain of thought and verbalizer in prompt learning. Engineering Applications of Artificial Intelligence, 2024, 132: 107907.(SCI,中科院一区, IF=8.000) 

[237]Wang Gang; Du Yajun; Jiang Yurui; Liu Jia; Li Xianyong; Chen Xiaoliang; Gao Hongmei; Xie Chunzhi; Lee Yan-li. Label-text bi-attention capsule networks model for multi-label text classification, Neurocomputing, 2024, 588: 127671.(SCI,中科院二区, IF=6.000).

[236]Shun Yang, YaJun Du, Xin Zheng, XianYong Li, XiaoLiang Chen, YanLi Li, ChunZhi Xie. Few-shot intent detection with self-supervised pretraining and prototype-aware attention. Pattern Recognition,2024, 155: 110641.(SCI,中科院一区, IF=8.000) 

[235]ZhiYang Hou, YaJun Du, QiZhi Li, XianYong Li. A false emotion opinion target extraction model with two stage BERT and background information fusion. Expert systems with applications, 2024, 250: 123735(SCI,中科院一区, IF=8.665).

[234]Jiahui Liao, Yajun Du, Jinrong Hu, Hui Li , Xianyong Li, Xiaoliang Chen. A Contextual Dependency-Aware Graph Convolutional Network for extracting entity relations. Expert systems with applications, 2024, 239:122366.(SCI,中科院一区, IF=8.665). 

2023年

[233]Wang Xiaoming, Wang Shitong, Du Yajun, Huang Zengxi. Improved large margin classifier via bounding hyperellipsoid. Information Sciences, 2023, 648: 119597.(SCI,中科院一区, IF=8.100).

[232]Gu Xu, Chen Xiaoliang, Lu Peng, Lan Xiang, Li Xianyong, Du Yajun. SiMaLSTM-SNP: novel semantic relatedness learning model preserving both Siamese networks and membrane computing.Journal of Supercomputing, 2023(SCI,中科院三区, IF=3.300)

[231]J. H. Liao, Y. J. Du, J. R. Hu, H. Li, X. Y. Li, X. L. Chen. A Contextual Dependency-Aware Graph Convolutional Network for extracting entity relations. Expert Systems with Applications, 2024, 239: 122366.(SCI, 中科院一区, IF=8.665). 

[230]X. L. Li, Y. J. Du, Y. K. Wang. Time-enhanced neighbor-aware network on irregular time series for sentiment prediction in social networks. Information Processing & Management, 2023, 60(6): 103500(SCI，中科院一区).

[229]X. Y. Wang, Y. J. Du, D. R. J. Chen, X. Y. Li,  X. L. Chen, Y. Q. Fan, C. Z. Xie, Y. L. Li, j. Liu, H. Li. Dual adversarial network with meta-learning for domain-generalized few-shot text classification. Applied Soft Computing, 2023, 146: 110697(SCI，中科院二区, IF=8.7).

[228]Lyu, Binyan; Du Yajun; Jiang Jiajian; Hu JinRong; Li Hui;Positive public opinion guidance model based on dual learning in social network. Intelligent Data Analysis, 2023, 27(3):833-853.(SCI, 中科院四区)

[227]Hu Ruilin; Du Yajun; Hu Jingrong; Li Hui; Cross-community shortcut detection based on network representation learning and structural features. Intelligent Data Analysis, 2023, 27(3):709-732.（SCI， 中科院四区）.

[226]Gu Xu; Wang Zhibin; Chen Xiaoliang; Lu Peng; Du Yajun; Tang Mingwei; Influence maximization in social networks using role-based embedding. Networks and Heterogeneous Media, 2023, 18(4):1539-1574.

[225]Chen Yuqi; Li Xianyong; Zhou Weikai; Du, Yajun; Fan Yongquan; Huang  Dong; Chen Xiaoliang; A hot topic diffusion approach based on the independent cascade model and trending search lists in online social networks. Mathematical Biosciences and Engineering, 2023, 20(6): 11260-11280.

[224]Jiang Jiajian; Chen Xiaoliang; Huang Zexia; Li Xianyong; Du Yajun; Deep reinforcement learning-based approach for rumor influence minimization in social networks. Applied Intelligence, 2023. Early Access.

[223]Li Xianyong; Huang Jiaming; Du Yajun; Fan Yongquan; Chen Xiaoliang. The g-Good-Neighbor Conditional Diagnosabilities of Hypermesh Optical Interconnection Networks Under the PMC and Comparison Models. International Journal of Foundations of Computer Science, 2023, Early Access.

[222]Liu Jia; Huang  Wei; Li Hao; Ji Shenggong; Du Yajun; Li Tianrui. SLAFusion: Attention fusion based on SAX and LSTM for dangerous driving behavior detection. Information Sciences, 640(2023): 119063(SCI, 中科院一区，IF=8.233).

[221]Xuyang Wang, Yajun Du, Danroujing Chen, Xianyong Li, Xiaoliang Chen, Yan-li Lee, Jia Liu.Constructing better prototype generators with 3D CNNs for few-shot text classification. Expert Systems with Applications, 2023 225: 120124(SCI，中科院一区，IF=8.665).

[220]Wang XuYang, Du YaJun, Chen Dan RouJing, Li XianyYong, Chen XiaoLiang, Fan YongQuan, Xie ChunZhi, Li Yanli, Liu Jia.Improving Domain-Generalized Few-Shot Text Classification with Multi-Level Distributional Signatures. Applied  Sciences-Basel, 2023,13(2):1202(SCI，中科院四区，IF=2.838).

[219]Yang Min, Chen Xiaoliang,Chen Baiyang,Lu, Peng,Du Yajun.DNETC: dynamic network embedding preserving both triadic closure evolution and community structures.Knowledge and Information Systems, 2023, 65(3): 1129-1157(SCI，中科院四区，IF=2.531). 

[218]Lee YanLi, Zhou Tao, Yang KeXin, Du YaJun,  Pan Pan, Liming. Personalized recommender systems based on social relationships and historical behaviors. Applied Mathematics and Computation, 437: 127549(SCI，中科院二区，IF=4.397).

2022年  

[217]ZhiYang Hou, YaJun Du, Wei Li, JinRong Hu, Hui Li,  XianYong Li, XiaoLiang Chen. C-BDCLSTM: A false emotion recognition model in micro blogs combined Char-CNN with bidirectional dilated convolutional LSTM. Applied Soft Computing, 2022, 130: 109659(SCI，中科院二区，IF=8.263).

[216]Wei Li, YaJun Du, XianYong Li, XiaoLiang Chen, ChunZhi Xie, Hui Li. UD_BBC: Named entity recognition in social network combined BERT-BiLSTM-CRF with active learning. Engineering Applications of Artificial Intelligence. 2022, 116: 105460(SCI，中科院一区，IF=7.802).

[215]Liu Wenjun, Gan Zurui, Xi Tiejun, Du Yajun. A semantic and intelligent focused crawler based on semantic vector space model and membrane computing optimization algorithm. Applied  Intelligence, 2022. Early Access(SCI, 中科院三区，IF=5.086).

[214]Liu Wenjun, He Yu, Wu Jing, Du Yajun, Liu Xing, Xi Tiejun, Gan Zurui, Jiang Pengjun, Huang Xiaoping. A focused crawler based on semantic disambiguation vector space model. Complex & Intelligent Systems, 2022, Early Access(SCI, 中科院二区,IF=4.927).

[213]Yajun Du, Yakun Wang, Jinrong Hu, Xianyong Li, Xiaoliang Chen. An emotion role mining approach based on multiview ensemble learning in social networks.Information Fusion, 2022, 88: 100-114(SCI，中科院一区, IF=17.564).

[212]Li Xianyong, Zhang Jiabo, Du Yajun, Zhu Jian, Fan Yongquan, Chen Xiaoliang. A novel deep learning-based sentiment analysis method enhanced with emojis in microblog social networks. Enterprise Information  Systems, 2022(2): Early Access(SCI, 中科院二区, IF=4.407).

[211]Li Xianyong, Li Qizhi, Du Yajun, Fan Yongquan, Chen Xiaoliang, Shen Fashan, Xu Yunxia. A novel tripartite evolutionary game model for misinformation propagation in social networks. Security and Communication Networks, 2022: 1136144(SCI, 中科院四区, IF=1.968).

[210]Li  Xianyong, Du Yajun, Fan Yongquan. Fault tolerance of optical hypercube interconnection networks with r-communication pattern. Wireless Communications & Mobile Computing，2021: 5358760(SCI, 中科院四区, IF=2.336).

[209]Zhang Qian, Li Xianyong, Fan Yongquan, Du Yajun. An (SEIR)-R-3 information propagation control algorithm with structural hole and high influential infected nodes in social networks. Engineering Applications of Artificial Intelligence, 2022,108: 104573(SCI, 中科院一区, IF=7.802).

[208]Li Xianyong, Ding Li, Du YaJun, Fan Yongquan, Shen Fashan. Position-enhanced multi-head self-attention based bidirectional gated recurrent unit for aspect-level sentiment classification. Frontiers In Psychology, 2022, 12: 799926(SCI, 中科院三区, IF=4.232).

2021年  

[207]Liu Chang, Liu Taiao, Yang Shuojue, Du Yajun.Individual emotion recognition approach combined gated recurrent unit with emoticon distribution model. IEEE Access, 2021, 9: 163542-163553.(SCI, 中科院三区, IF=3.557).

206]Li Xianyong, Du Yajun, Fan Yongquan. Fault tolerance of optical hypercube interconnection networks with r-communication pattern. Wireless Communictions & Mobile Computing, 2021: 5358760(SCI,中科院四区, IF=1.992). 

[205]Wang Yakun, Du YaJun, Hu JinRong, Li XianYong, Chen XiaoLiang. SAEP: a surrounding-aware individual emotion prediction model combined with T-LSTM and memory attention mechanism, Applied Sciences-Basel, 2021, 11(23): 11111(SCI，中科院四区, IF=2.823l).  

[204]Li XianYong, Tang Ying, Du YaJun, Li YanJie. Key node discovery algorithm based on multiple relationships and multiple features in social networks. Mathematical Problems in Engineering, 2021:1956356(SCI, 中科院四区, IF=1.430).

[203]YaJun Du, Qiaoyu Zhou, JiaXing Luo, XianYong Li, JinRong Hu. Detection of key figures in social networks by combining harmonic modularity with community structure-regulated network embedding.Information Science, 2021, 570: 724-743.(SCI,中科院一区, IF=8.233).

[202]Zhou Wang, Du Yajun, Duan Meijun, Ul Haq, Amin ShahFadia. NtCF: neural trust-aware collaborative filtering toward hierarchical recommendation services. Arabian Journal for Science and Engineering, 2021, Early Access(SCI，中科院三区).

[201]Zhang Qian, Li Xianyong, DuYajun, Zhu Jian, Dynamical Analysis of an SE2IR Information Propagation Model in Social Networks, DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2021(22)(SCI，4区).

[200]Li Xianyong; Zhu Jian; Du Yajun, The Analysis of Opinion Evolution and Control Based on the Prisoner's Dilemma Game in Social Networks, COMPLEXITY,2021, 6667187, 10.1155/2021/6667187（SCI，中科院二区）.

[199]Bi Xue; Leng Lu; Kim Cheonshik，Du Yajun；Liu Feng；Constrained Backtracking Matching Pursuit Algorithm for Image Reconstruction in Compressed Sensing，APPLIED SCIENCES-BASEL，2021，11(4),DOI: 10.3390/app11041435 （SCI,中科院三区）.

[198]Wang Xiaoming; Wang Shitong; Huang Zengxi；Du  Yajun，Condensing the solution of support vector machines via radius-margin bound，APPLIED SOFT COMPUTING，2021，10.1016/j.asoc.2020.107071 （SCI，中科院一区）.

[197]Zhang  Kaifang; Wang  Xiaoming; Xu  Tao，Du  Yajun，Huang  Zengxi，Generalization-error-bound-based discriminative dictionary learning，VISUAL COMPUTER，2021，Early Access（SCI，中科院四区）.  

[196]Qing Li;YaJun Du;ZhaoYan Li;JinRong Hu;RuiLin Hu;BingYan Lv; Peng Jia;HK–SEIR model of public opinion evolution based on communication factors,Engineering Applications of Artificial Intelligence, 2021,100, 104192.（SCI，中科院一区）.

2020年

[195]Baiyang Chen, Xiaoliang Chen,Peng Lu , and Yajun Du, CAREA: Cotraining Attribute and Relation Embeddings for Cross-Lingual Entity Alignment in Knowledge Graphs, Discrete Dynamics in Nature and Society 2020, Article ID 6831603, 11 pages.（SCI）

[194]Taiao Liu; Yajun Du*; Qiaoyu Zhou; Text Emotion Recognition Using GRU Neural Network with Attention Mechanism and Emoticon Emotions, 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence, Shanghai, China, 2020-10-17至2020-10-19. 

[193]Qiaoyu Zhou; Yajun Du*; Taiao Liu; Discovery of Topic Derivative Relationship in Social Networks,International Conference on Robotics, 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence, Shanghai, China, 2020-10-17至2020-10-19.

 
[192]Yakun Wang; Yajun Du*; Chuan Xie; Emotion Role Identification in Social Network, 2020全国知识图谱与语义计算大会, 江西，南昌市, 2020-11-12至2020-11-15.

[191]Qian Zhang; XianYong Li*; YaJun Du; The analysis of an SEI2R information propagation model based on Pareto's law in social networks, 2020 4th International Conference on Electronic Information Technology and Computer Engineering, 厦门, 2020-11-6至2020-11-8.

[190]Wang Xiaoming, Wang Shitong, Du  Yajun,  Minimum class variance multiple kernel learning, Knowledge-Based system, 2020,208: 106469.(SCI, EI)

[189]Cheng Gong, YajunDu, XianyongLi, Xiaoliang Chen, Xiaoying Li, Yakun Wang, Qiaoyu Zhou, Structural hole-based approach to control public opinion in a social network, Engineering Applications of Artificial Intelligence, 2020, 93: 103690(SCI, EI)

[188]JiaXing Luo,YaJunDu, Detecting community structure and structural hole spanner simultaneously by using graph convolutional network based Auto-Encoder, Neurocomputing, 2020, 410(10): 138-150(SCI, EI)

1. [187]Fu Chunlong, Du Yajun, Lyu Binyan, Forwarding Behavior Prediction Based on Microblog User Features,IEEE ACCESS, 2020, 8: ‏ 95170-95187(SCI, EI)

2. 
   

[186]Chen Xiaoliang, Zheng Jianzhong, Du Yajun, Intelligent Course Plan Recommendation for Higher Education: A Framework of Decision Tree, Discrete Dynamics in Nature  and Society, ‏ 2020(SCI, EI)

[185]Ren Fei, Chen Xiaoliang, Hao Fei, DuYajun, Zheng Jianzhong,OFNE: a framework of opinion features regulated network embedding,Journal of SuperComputing，76(7):  5486-5500 (SCI,EI)

[184]YaJun Du, YongTao Yie, XianYong Li, XiaoLiang Chen, YongQuan Fan,  FangHong Su, Extracting and tracking hot topics of micro-blogs based on improved Latent Dirichlet Allocation, Engineering Applications of Artificial Intelligence, 2020, 87(1): 10327901-10327913 (SCIE, EI)

[183]YaJun Du, FangHong Su, AnZheng Yang, XianYong Li, YongQuan Fan, Extracting Deep Personae Social Relations in Microblog Posts, IEEE Access, 2020, 8: 5488-5501 (SCIE, EI)

2019年

[182]Wang Xiaoming, Wang Shitong, Huang  Zengxi, Du Yajun, Structure regularized sparse coding for data representation, Knowledge-Based Systems, 174:  87-102 (SCI, EI)

[181]YaJun Du, Biao Peng, FangHong Su, Fei Chen,ShangYi Du, Mining Hot-Personae Approach Based on Local Social Microblog Graph, Information Technology and Control, 2019-11-12 , 48(4): 522-537 (SCIE, EI)

[180]Ji Hong Wang, XiaoLiang Chen, YaJun Du, MengMeng Jia, Information propagation model based on hybrid social factors of opportunity, trust and motivation, Neurocomputing, 2018-12-30 , 333：169-184 (SCIE, EI)

[179]JianZhong Zhen, XiaoLiang Chen, YaJunDu, JiaBo Zhang, Text Sentiment Analysis of Micro-blog Based on BERT, 13th International Conference on Multimedia and Ubiquitous Engineering, MUE 2019 and 14th International Conference on Future Information Technology, XiAn, 2019

[178]RuoMiao Li, YaJun Du, FeiRen, Difference for Crowdsourced Time-Sync Comments, International Conference on Multimedia and Ubiquitous Engineering,International Conference on Future Information Technology, XiAn, 2019

[177]Fei Ren, XiaoLiang Chen, YaJun Du, XianYong Li, Opinion Similarity Regulated Public Opinion Network Embedding., International Conference on Multimedia and Ubiquitous Engineering,International Conference on Future Information Technology, XiAn, 2019

[176]J. X. Luo, Y. J. Du, et al., Identification of opinion leaders by using social network embedding, In proceedings of 5th IEEE International Conference on Computer and Communications, 2019

[175]C. Gong, Y. J. Du, et al., A Structural Hole-Based Approach to Control Public Opinion, In proceedings of 5th IEEE International Conference on Computer and Communications, 2019

[174]ZeFen Sun, YaJun Du, ChunJia Wang, ChenGong, Research on Stable Marriage Pairing Based on Graph Theory, 2019 International Conference on Computational and Information Sciences, ChengDu, 2019

[173]JiaBoZhang, XianYong Li, YaJun Du, XiaoLiang Chen, YueHui Li, A Deep Learning Model Enhanced with Emojis for Sina-microblog Sentiment Analysis, 2019 IEEE International Conferences on Ubiquitous Computing & Communications (IUCC) and Data Science and Computational Intelligence (DSCI) and Smart Computing, Networking and Services (SmartCNS), ShenYang, 2019

2018年

[172]Jia Liu, YaJun Du, Qing Li, An approach of social community evolution by combining gravitational relationship with community structure, Intelligent Data Analysis, 2018, 22(5): 1143-1161 (SCIE, EI)

[171]JiHong Wan, XiaoLiang Chen, YaJun Du, MengMeng Jia, Evolutionary Prediction of Information Propagation Dynamics Based on Time Series Characteristics, 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems, NanJing, 2018

[170]ChunLong Fu,YaJun Du, TaoLin Xu, Chun Xie, Predicting Micro-blog Individual Retweet Behavior Based on User's Interest Drift, 2018 IEEE 4th International Conference on Computer and Communications, ChengDu, 2018

[169]TaoLin Xu, YaJun Du, ChunLong Fu, Chun Xie, Incorporating Forward and Backward Instances in a Bi-LSTM-CNN Model for Relation Classification, 2018 IEEE 4th International Conference on Computer and Communications, ChengDu, 2018

[168]Qing Li, YaJun Du, DeZhi Kong, Evolution of public opinion based on network structure balance, 2018 International Conference on Big Data and Artificial Intelligence, BeiJing, 2018

2017年

[167]Wang Xiaoming, Huang Zengxi, Du Yajun, Improving Localized Multiple Kernel Learning via Radius-Margin Bound, Mathematical Problemes in Engineering, 2017, ‏4579214(SCI, EI)

[166]YaJun Du, ChenXing Li, Qiang Hu, XiaoLei Li, XiaoLiang Chen. Ranking webpages using a path trust knowledge graph. Neurocomputing, 269 (2017) 58–72(SCIE,EI)

[165]Du Yajun, Xu Yong, Wang min, A novel cooperation and competition strategy among multi-agent crawlers, Computing and Informatics, 2017, 35(5): 1050-1078(SCIE, EI)

[164]J. Liu, Y. J. Du, J. Z. Ren, A micro-blog user community detection by focusing on micro-blog content and community structure, In Proceedings of China Conference on Knowledge Graph and Semantic Computing, 2017: 92-103

[163]Li ChengXi,Wang SiDa,Du YaJun, Mining implicit intention using attention-based RNN encoder-decoder model, 13th International Conference on Intelligent Computing(ICIC2017), Liverpool, 2017.08.07-2017.08.10 (EI会议论文).

[162]Pan Xiao,YongQuan Fan,Chun Yu,YaJun Du,A userpersonality-similarity model for personalized followee recommendation in SINA microblog, China Conference on Knowledge Graph and Semantic Computing,chengdu, 2017.08.25-2017.08.28(EI会议论文).

[161]Shimin Zhong,Zhenwei Gao,Yajun Du,Fine-grained entity recognition in question answering, NLPKE: Natural Language Processing and Knowledge Engineering , ChengDu, 2017.12.07-2017.12.10(EI会议论文).

[160]Yunlan Diao,Pan Xiao; Jia Liu,Yajun Du,A CWTM model of topic extraction for short tex, China Conference on Knowledge Graph and Semantic

Computing(CCKS2017), ChengDu, 2017.08.25-2017.08.29 (EI会议论文).

[159]Pan Xiao,YongQuan Fan,YaJun Du,A personality-aware followee recommendation model based on text semantics and sentiment analysis, The Sixth Conference on Natural Language Processing and Chinese Computing(NLPCC2017), DaLian, 2017.10.08-2017.10.12 (EI会议论文)

[158]Zhenwei Gao,Mingwei Tang,Shimin Zhong, Yajun Du, Detecting spammers in Sina Micro-blog based on multiple features, China Conference on Knowledge Graph and Semantic Computing(CCKS2017), ChengDu, 2017.08.25-2017.08.29(EI会议论文)

[157]Jia Liu,Jizhong Ren,Yajun Du,Micro-blog user community detection by focusing on micro-blog content and community structure, China Conference on Knowledge Graph and Semantic Computin(CCKS2017), ChengDu, 2017.08.25-2017.08.29(EI会议论文)

[156]Fu Xia,Ye YongTao, Du YaJun,Network structural balance analysis for sina microblog based on particle swarm optimization algorithm, China Conference on Information Retrieval, ShangHai, 2017.07.12-2017. 07.14(EI会议论文)

[155]Liyan He,YongTao Ye,Yajun Du,Tracking topic trends for short texts, China Conference on Knowledge Graph and Semantic Computing(CCKS2017), ChengDu, 2017.08.25-2017.08.29(EI会议论文)

2016年

[154]Wu Yue, Du YaJun, Chen XiaoLiang, Newly exposed conflicting news based network opinion reversal, Acta Physical Sinica, 2016, 65(3): 030502(SCI,EI)

[153]Li ChenXing,Liu Jia,Zheng Hao,Wang SiDa,Du YaJun, A novel approach of identifying user intents in microblog,12th International Conference on Intelligent Computing Methodologies(ICIC2016), Lanzhou, 2016.8.2-2016.8.5(EI会议论文)

[152]Ye YongTao,Fu Xia,Du YaJun,Hot topic extraction based on chinese microblog's features topic model, 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, Chengdu, 2016.7.5-2016.7.7(EI会议论文)

[151]Zheng Hao, Wang Sida,Li Chenxing,Yang Jianbo,Du Yajun,A novel entity relation extraction approach based on micro-blog , 12th International Conference on Intelligent Computing Methodologies(ICIC2016), Lanzhou, 2016.8.2-2016.8.5(EI会议论文)

[150]Mou Xing,Du YaJun,Sentiment classification of chinese movie reviews in micro-blog based on context,2016 IEEE International Conference on Cloud Computing and Big Data Analysis,Chengdu,China, 2016.7.5-2016.7.7(EI会议论文)

[149]吴越, 杜亚军, 陈晓亮, 李显勇, 基于新曝光冲突性消息的网络舆论逆转研究, 物理学报, 2016, 65(3): 03050201-03050210(SCIE, EI)

[148]刘佳, 杜亚军, 基于市场匹配的多Agent智能爬虫系统，西华大学学报（自然科学版）, 2016, 1: 67-72

[147]付霞, 杜亚军, 吴越, 孟庆瑞, 一种改进的链路预测好友推荐方法, 西华大学学报（自然科学版）, 2016, 03: 45-50

[146]李莎, 李虓, 何明星, 罗大文, 杜亚军, 无可信PKG的盲签名方案的安全性分析及改进, 计算机应用与软件, 2016, 2: 307-309+325

[145]杨岸桢, 杜亚军, 官登水, 孟庆瑞, 改进的依赖三元核提取微博人物关系, 现代计算机（专业版）, 2016, 11: 30-32+54

[144]Mou Xing, Du Yajun, Sentiment classification of Chinese movie reviews in micro-blog based on context, 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, Chengdu, 2016.7.5-2016.7.7, EI

[143]Li Chen Xing, Du Yajun, Liu Jia, Zheng Hao, Wang Sida, Anovel approach of identifying user intents in microblog, 12th International Conference on Intelligent Computing Methodologies, ICIC 2016, Lanzhou, 2016.8.2-2016.8.5, EI

[142]Zheng Hao, Du YaJun, Wang SiDa, Li Chen Xing, Yang JianBo, A novel entity relation extraction approach based on micro-blog, Intelligent Computing Methodologies-12th International Conference, ICIC 2016, Lanzhou, 2016.8.2-2016.8.5, EI

[141]Ye Yongtao, Du Yajun, Fu Xia, Hot topic extraction based on chinese microblog's features topic model, 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2016, Chengdu, 2016.7.5-2016.7.7, EI

[140]Tang Fuxi, Liu Kejian, Feng Ling, Jiang Jingwei, Research on the integration strategy of group recommendation based on user's interactive behaviors, 2016 IEEE International Conference on Cloud Computing and Big Data Analysis, ICCCBDA 2016, Chengdu, 2016.7.5-2016.7.7, EI

2015年

[139]Tang Mingwei; Zeng Shenke; Chen Xiaoliang; Hu Jie; Du Yajun, An adaptive image steganography using AMBTC compression and interpolation technique, International Journal for Light and Electron Optics,2015,127(1):471-477.(SCIE, EI)  

[138]范永全, 杜亚军, 基于加权相似度的用户协同过滤方法, 计算机工程与应用, 2015: 1-5.

[137]胡金蓉, 黄增喜, 王晓明, 杜亚军, 基于自适应搜索窗的非局部均值去噪算法, 成都大学学报(自然科学版), 2015, 34(3):255-258

[136]杜亚军, 吴越.微博知识图谱构建方法研究, 西华大学学报(自然科学版),2015,34(1):27-35,89

[135]范永全, 杜亚军, 成丽静, 朱爱云, 一种融合用户偏好与信任度的增强协同过滤推荐方法, 西华大学学报(自然科学版), 2015,34(4):7-12,27

[134]Wu Yue, Du Yajun, Li Xianyong, Chen Xiaoliang, Exploring the spiral of silence in adjustable social networks, International Journal of Modern Physics C, 2015, 26(11)(SCIE, EI)

[133]Yajun Du, Xiuxia Tian, Wenjun Liu, Min Wang, Wen Song, Yongquan Fan, XiaomingWang, A novel page ranking algorithm based on triadic closure and hyperlink-induced topic search, Intelligent Data Analysis,2015,19(5): 1131-1149 (SCI: CR7TU, IF: 0.68)

[132]Biao PENG, Yajun DU, Yongquan FAN, An Active-friend Recommendation Algorithm inMicroblog, Journal of Computational Information Systems, 2015, 11, (5): 1657-1664(EI: 20151900826906)

[131]Yajun Du, Wenjun Liu, Xianjing Lv, Guoli Peng, An improved focused crawler based on Semantic Similarity VectorSpace Model, Applied Soft Computing, 2015, 36: 392–407(SCI: CQ2IZ, IF=2.65)

[130]Xingwei LU, Yajun DU, Construct a Simple Positive and Negative Relationship onSocial Network via Sentiment Analysis, Journal of Computational Information Systems, 2015, 11(9):  3173-3180(EI: 20153201107554)

[129]Yue Wu, YaJun Du, XianYong Li and Xiao-Liang Chen, Exploring the spiral of silence in adjustable social networks, International Journal of Modern Physics C, 2015, 26(11):155012501-155012512(SCI: CQ5MT,IF 1.26)

[128]Zhaoliang LIU, Yajun DU, Yongquan FAN, Extract Chinese Microblog Comment Related to Topic, Journal of Computational Information Systems, 2015, 11(13): 4701-4708(EI: 20153601246000.

[127]Biao PENG, Yajun DU, Yongquan FAN, Extracting Implicit and Explicit Focusing Personae ofUser in Microblog, Journal of Computational Information Systems, 2015, 11(9): 3441-3448(EI: 20153201107582)

[126]Wei Zhang, YaJun Du, Wen Song, Followee Recommendation Based Formal Concept Analysis In Social Network， International Journal of Innovative Computing, Information and Control,2105, 11(3): 1155-1164(SCI, EI: 20152901045423)

[125]Xiaohuan Yang, Xiaoming Wang, Yong Tian, and Yajun Du, Locality Preserving Based K-Means Clustering. ISCIDE2015 (EI: 20154501492251)

[124]Xiaoming Wang, Yong Tian, Xiaohuan Yang, and Yajun Du, Locality PreservingOne-Class Support Vector Machine, ISCIDE2015(EI: 20154501492250)

[123]YaJun Du, Qiang Hu, XiaoLei Li, XiaoLiang Chen, and ChenXing Li,Ranking Web Page with Path TrustKnowledge Graph, ISCIDE2015(EI: 20154501492249)

2014年

[122]Zuguang FENG, Yajun DU, Fang LI, The Collaboration and Competition Research AmongMulti-agents Based on Matching Market, Journal of Computational Information Systems,2014, 10(24):10573-10580(EI: 20150300435750)

[121]Chi SUN, Yajun DU, Yongquan FAN, The Construction Method of Knowledge Graph inMicro-blog, Journal of Computational Information Systems, 2014, 10(24):10675-10682(EI: 20150300435760)

[120]Fang LI, Yajun DU, Hongyuan ZHA, Zuguang FENG, Two-phase Strategy of Chinese Named EntityRecognition in Micro-blog, Journal of Computational Information Systems, 2014, 10(19): 8421-8428 (EI: 20145100335823)

[119]YaJun Du, YuTing Wang, BaoChuan Han, YuFeng Hai, ChunZhi Xie, Approach for Selecting Seed URLs of Focused Crawler Based on the User-Interest Ontology, Applied Soft Computing, 2014, 14: 663-676(SCI: 259LU, IF: 2.14)

[118]Li XiaoLei, Du YaJun, etc., The Research of Concept Context Graph Layer Division Based on Six Degrees of Separation Theory, Journal of Computational Information Systems, 2014, 9(12): 9219- 9226.(EI: 20135017075177)

[117]Tian XiuXia, Du YaJun, etc., Improvements of HITS algorithm based on content analysis, Journal of Computational Information Systems, 2014, 10(10): 4049-4058

[116]Hu Qiang, Du YaJun, An optimized relevancy Context Graph based on social network, Journal of Information and Computational Science,2014, 11(6): 2029-2038

[115]Li XiaoLei, Du YaJun, etc., A topic-specific crawler with dynamic concept context graph based on FCA, Journal of Computational Information Systems, 2014, 10(4): 1709-1716

[114]Tian XiuXia, Du YaJun, Improvements of HITS algorithm based on triadic closure, Journal of Information and Computational Science, 2014, 11(6): 1861-1868

[113]Zhang YinKui, Du YaJun,  FanYongquan, Electromagnetic field strength prediction in mountainous area on Google Earth, Journal of Computational Information Systems ,2014, 10(1): 453-461

[112]Yong Wu, YaJun Du, YinKui Zhang, Evaluation of Region Electromagnetic Environment Complexity Based on Propagation Model, Journal of Computational Information Systems, 2014, 10(14): 5987-5895 (EI: 201442103513)

[111]Chun Yu, YaJun Du, FeiYu Zhao, WenJun Liu, A Random Walk Based Win/Loss Graph Ranking Algorithm on Metasearch Engine, Journal of Computational Information Systems, 2014, 10(14): 6189-6195(EI: 201442103536)

[110]Chun Yu, YaJun Du, Qiang Hu. An Optimized Relevancy Context Graph Based on Semantics, Journal of Computational Information Systems, 2014, 10(7): 2777-2785(EI: 20142417813341)

2013年

[109]YaJun Du, QiangQiang Pen, ZhaoQiong Gao, A Topic-Specific Crawling Strategy Based on Semantic Similarity, Data Knowledge Engineering, 2013, 88: 75-93. (SCI: 285GP)

[108]YaJun Du, YuFeng Hai, Semantic Ranking of Web Pages Based on Formal Concept Analysis, Journal of Systems and Software, 2013, 86(1): 187-197(SCI: 062NR)

[107]WenJun Liu, YaJun Du, A Novel Focused Crawler Based on Cell-Like Membrane Computing Optimization Algorithm, Neurocomputing, 2013, 123: 268-280(SCI: 251EC)

[106]杜亚军, 多Agent主题爬虫协作策略的研究与分析, 西华大学学报（自然版）, 2013, 32(1): 31-38

2012年

[105]Du YaJun, Wang RongYu, The Understanding between Agent Crawlers Based on Domain Ontology, Neural Network World Journal, 2012, 22(4): 311-342.(SCI: 013QR)

[104]Yong Xu, YaJun Du, Collaboration among Focused Crawlers Based on Multi-Agent System, Journal of Computational Information Systems, 2012, 8(5): 1945-1952(EI: 20122215069769)

[103]XiaoPing Huang, YaJun Du, Research on Automatic User Ontology Construction, Journal of Information and Computational Science, 2012, 9(2): 285-292 (EI: 20120614752887)

[102]ZhengJiang Liu, YaJun Du, Focused Crawling Based on Semantic Link Analysis. Journal of Computational Information Systems, 2012, 8(3): 1213-1220(EI: 20121314906746)

[101]Liu WenJun, Du YaJun, An Improved Topic-Specific Crawling Approach Based on Semantic Similarity Vector Space Model, Journal of Computational Information Systems, 2012, 8(20): 8605-8612(EI: 20124515655466)

[100]Zeng Chuanhua, Du Yajun, Information Extraction for Technical Examination Document Based on the Dependency Relationship of Sentences, Journal of Computational Information Systems, 2012, 8(20): 8267-8275(EI: 20124515655426)

2011年

[099]ZhenJiang Liu, YaJun Du, Ying Zhao, Focused Crawler Based on Domain Ontology and FCA, Journal of Information and Computational Science, 2011, 8(10): 1909-1917(EI: 20114514493860)

[098]JiaQiang Dong, YaJun Du, MingLi Feng, A Novel Strategy for Constructing User Ontology, International Journal of Digital Content Technology and its Applications, 2011, 5(5): 149-156 (EI: 20112314047097)

[097]XiaoPing Huang, YaJun Du, YuYan Ren, Query Clustering Based on User Feed back, Journal of Computational Information Systems, 2011, 7(13): 4871-4879(EI:  2011EI20115014602738)

[096]YuYan Ren, YaJun Du, XiaoPing Huang, Yong Xu, Topic Detection of News Stories with Formal Concept Analysis, Journal of Information and Computational Science, 2011, 8(9): 1675-1682.(EI: 201120113714332731)

[095]Yong Xu, YaJun Du, PeiYing Zhang, Improving the Performance of Focused Crawlers Based on Multi-Agent System, Journal of Computational Information Systems, 2011, 7(12): 4375-4382(EI: 20115014598404)

[094]Xie Chunzhi, Du Yajun, Gao Zhisheng, Algorithm for Construction of Evolution-Based Concept Lattices with Application to Public Sentiment Prediction, Journal of Information and Computational Science, 2011, 8(16): 4201-4208. (EI: 20120214672865)

[093]PeiYing Zhang, YaJun Du, Chang Wang, A Hybrid Method Based on HITS for Literature Recommendation, International Conference on Recent Trends in Materials and Mechanical Engineering, ShenZhen, China, 2011: 1636-1641(EI: 20112214023895)

[092]Ying Zhao, YaJun Du, QiangQiang Peng, Clustering Chinese Web Search Results Based on Association Calculation, International Conference on Recent Trends in Materials and Mechanical Engineering, ShenZhen, China, 2011: 1418-1423(EI: 20112214023855)

[091]Xie Chunzhi, Du Yajun, Practice of Improving the Interest in Algorithm Curriculum. IEEE 3rd International Conference on Communication Software and Networks, Xi'an, China , 2011: 280-282 (EI: 20113914378459)

[090]PeiYing Zhang, YaJun Du, Chang Wang, Clustering Users according to Common Interest Based on User Search Behavior, Advanced Materials Research,  2011: 143-144: 851-855 (EI: 20110113546425)

2010年

[089]BaoChuan Han, YaJun Du, Chang Wang, Jing Xu, A Concept Lattice Merger Approach for Ontology Construction, International Conference on Materials Science and Technology, Jeju Island, Korea,2010: 667-672 (EI: 20110713657661)

[088]YaJun Du, HaiMing Li, Strategy for Mining Association Rules for Web Pages Based on Formal Concept Analysis, Applied Soft Computing, 2010, 10(3): 772-783 (SCI: 566NG, IF: 2.084)

[087]杜亚军, 网络爬行虫智能化研究分析, 西华大学学报(自然科学版), 2010,  29(2): 217-222

[086]MingWei Tang, MingYu Fan, Wen Song, YaJun Du, A Steganalysis of Information Hiding for F5, Journal of Computational Information Systems, 2010, 6(1): 55-62(EI: 20102713062692)

[085]何忠秀, 王霜, 杜亚军, 基于Web的多渠道用户需求知识获取框架研究, 计算机技术与发展, 2010, 20(4): 124-127

[084]谢春芝, 杜亚军, 基于进化论观点的概念格构建算法, 广西师范大学学报(自然科学版), 2010, 28(1): 92-95

[083]MingFeng Zhao, Yajian Zhou, YiXian Yang, Wen Song, YaJun Du, A new Method to Detect Useless Service Failure Model in SPN, Journal of Convergence Information Technology, 2010, 5(3): 129-134(EI:  20102913079421)

[082]Chang Wang, YaJun Du, PeiYing Zhang, BaoChuan Han, A Term-Reweighing Method for Query Expansion, Journal of Computational Information Systems, 2010, 6(11): 3779-3786.(EI: 20105013480041)

[081]Chang Wang, YaJun Du, PeiYing Zhang, Optimization of Query Expansion Source in Formal Concept Analysis, Journal of Convergence Information Technology, 2010, 5(7): 17-24(EI: 20104813431003)

[080]Zhaoqiong Gao, YaJun Du, LiangZhong Yi, YueKui Yang, QiangQiang Peng,  Focused Web Crawling Based on Incremental Learning, Journal of Computational Information Systems, 2010, 6(1): 9-16 (EI: 20102713062688)

2009年

[079]Hui Li, QiangQiang Peng, YaJun Du, Ying Zhao, ShaoMing Chen, ZhaoQiong Gao, Focused Web Crawling Strategy Based on Web Semantic Analysis and Web Link Analysis, Journal of Computational Information Systems, 2009, 5(6): 1793-1800 (EI: 20102713062676)

[078]YaJun Du, ZhanBing Dong, Focused Web Crawling Strategy Based on Concept Context Graph, Journal of Computational Information Systems, 2009, 5(3): 1097-1106 (EI: 20094412411886)

[077]ShangMing Chen, YaJun Du, QiangQiang Peng, Ontology-Based Query ExPansion In Formal Concept Analysis, Journal of Computational Information Systems, 2009, 3:1603-1612(EI: 20094412411945)

[076]Zhen Zhang, YaJun Du, ChengJie Li, HaiMing Li, Cooperation among Web Crawlers by Using Contract Net Protocol, 2009 2nd International Conference on Future Information Technology and Management Engineering, FITME 2009: 85-88(EI: 20101612856957)

[075]ZhongXiu He, Shuang Wang, YaJun Du, Research on User Requirement Knowledge Acquisition by User Access Behavior Analysis, 2009 2nd International Conference on Intelligent Computing Technology and Automation, ICICTA 2009: 263-266 (EI: 20095112564875)

[074] FuGui Wang, YaJun Du, QinHua Dong, A Search Quality Evaluation Based on FCA, International Journal of Digital Content Technology and its Applications, 2009, 3(2): 55-61

[073]ShaoMing Chen, YaJun Du, QiangQiang Peng, Extracting Query Expansion Terms Based on User's Search Behavior, 2009 International Symposium on Computational Intelligence and Design, 2009: 268-271. (EI: 20101012761226)

[072]Mingli Feng, Yajun Du, Mingjun Feng, Yingyu Wang, Personalized user-query semantic clustering using search click information, International Conference on Management and Service Science (MASS 2009) (EI: 20100212629582)

[071]Qiangqiang Peng, Yajun Du,Yufeng Hai,Shaoming, Topic-specific crawling on the Web with concept context graph based on FCA, International Conference on Management and Service Science (MASS 2009).

[070]Zhen Zhang, YaJun Du, ChengJie Li, AntCrawlers: Focused Crawling Agents Based on the Idea of Ants, The Proceeding of International Conference on Control, Automation and Systems Engineering, 2009, 250-253(EI:20094712474494)

[069]Bing Zhang, YaJun Du, HaiMing Li, LiBo Jia, The method of Query Expansion Based On Domain Ontology, The Proceeding of Pacific-Asia Congerence on Circuits, Communications and System, 2009, 755-758( EI:20094512436248)

[068]YingYu Wang, YaJun Du, ShaoMing Chen, The understanding between teo agent Crawlers Based on Domain Ontology, The proceeding of Computational Intelligence and Natural Computing, 2009, 47-50(EI: 20094512430674)

[067]YueKui Yang, YaJun Du, YuFeng Hai, ZhaoQiong Gao, A Topic-Specific Web Crawler With Web Page Hierarchy Based on HTML Dom_tree, The proceeding of Asia-Pacific Conference on Information Processing, 2009, 420-423 (EI:20094912527470)

[066]ZhaoQiong Gao, YaJun Du, LiangZhong Yi, QiangQiang Peng, YueKui Yang, Incrementally Updating Concept Context Graph(CCG) for Focused Web Crawling Based on FCA, The  proceeding of Asia-Pacific Conference on Information Processing, 2009, 40-43 (EI:20094812515462)

2008年

[065]YuTing Wang, YaJun Du, Selection of personalized start-URLs based on User Ontology, Journal of Computational Information Systems, 2008, 2(3): 899-906 (EI: 083211445080)

[064]Fugui Wang,Yajun Du,Qinhua Dong, A search quality evaluation based on objective-subjective method, Journal of convergence information technology, 2008, 3(2): 50-56

[063]杜亚军, The Strategy of Matching User Queries with Web Pages Based on Formal Concept, 西华大学学报（自然科学版）, 2008,27(6):38-48

[062]Li XinChun, Du YaJun, Domain Ontology based Semantic Matching of Concept Lattices, Journal of Computational Information Systems, 2008, 2:535-540(EI: 081811231572)

[061]Yajun Du, HaiMing Li, An intelligent model and its implementation of search engine, Journal of convergence information technology, 2008, 3(2): 57-66

[060]Dong QinHua, Du YaJun, Wang FuGui, Scheduling strategy based on the collaboration of agents for MSE, Proceedings - ISECS International Colloquium on Computing, Communication, Control, and Management.2008, 8: 556-560(EI:084311659247)

[059]Bing Zhang, YaJun Du, YuTing Wang, HaiMing Li, Query Expansion based on Topics, Proceedings - 5th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD2008,2:610-614(EI: 20090211845668)

[058]Qinhua Dong, Yajun Du, Fugui Wang, A MSE Model with Learning Mechanism and FCA Merging, 2008, proceedings of ICALIP 2008(EI: 083911587679)

[057]Yuekui Yang, Yajun Du, Jingyu Sun, Yufeng Hai, A topic-specific web crawler with concept similarity context graph based on FCA, proceeding of icic2008: 840-847(EI: 084111630427)

[056]Yan Bing, Du YaJun, Li ZhanSheng, The new clustering strategy and algorithm based on latent semantic indexing, Proceedings - 4th International Conference on Natural Computation, ICNC 2008, 1: 486-490( EI:20085211803858)

2007年

[055]杜亚军, 智能信息处理及其在搜索引擎中的应用，西华大学学报（自然科学版）, 2007,26(2):1-5

[054]唐娟,杜亚军,王可亮, 一种基于形式概念分析的问答系统答案抽取的研究. 计算机应用, 2007,27(3):653-656

[053]邓波, 杜亚军, 王丽, 基于BAM的用户查询与网页匹配的研究, 河北师范大学学报（自然科学版）, 2007:31(5):594-599

[052]YaJun Du, XinChun Li, An Semantic Rank for Web Crawler Based on Formal Concept Analysis, ISKE-2007 Proceedings. 2007, 10:971-977

[051]ChunZhi Xie, LiangZhong Yi, YaJun Du, An Algorithm for Fuzzy Concept Lattices Building with Application to Social Navigation, ISKE-2007 Proceedings. 2007,10:950-955

[050]Jing Wang, YaJun Du, A Method of Personalized Web Search Result Clustering Based on Formal Concept Analysis, ISKE-2007 Proceedings. 2007,10:983-987

[049]YaJun Du, Zheng Pei, HaiMing Li, Dan Xiang, Kai Li, New Fast Algorithm for Constructing Concept Lattice, ICCSA (2) 2007, 10:434-447(EI: 20080311038602)

[048]YaJun Du, The Strategy of Matching User Queries with Web Pages Based on Formal Concept, ICIC (2) 2007:489-498

[047]Tang Juan, Du YaJun, Wang KeLiang, Design and Implement of Personalize Meta-Search Engine Based on FCA, ICMLC2007:4026-4031(EI: 20080311031024)

[046]Tang Jun, Du YaJun, Qi Liang, Research on Concept Lattice Based Personalized Information Retrieval. ICMLC.2007:4032-4037(EI: 20080311031025)

[045]Kai Li, YaJun Du, Dan Xiang, HongHua Chen, ZhenWen Liao, A Method for Building Concept Lattice Based on Matrix Operation. ICIC (2) 2007:350-359(EI 20080311023722)

[044]Li Kai, Du YaJun, Dan Xiang, Collaborative Recommending Based on Core-Concept Lattice. ASC2007:583-592

[043]Deng Bo, Du YaJun, Research on matching between user queries and web pages based on BAM. SNPD 2007:81-85(EI: 20074110862678)

[042]Xiang Dan, YaJun Du, Coordination and Communication among Topic Specific Search Agents, ICNC2007:703-707(EI: 20080311026960)

[041]ChunZhi Xie, LiangZhong Yi, Yajun Du, Zheng Pei, The Research of Social Navigation based on Fuzzy Concept Lattice, ACIS-ICIS 2007:1005-1011(EI: 20082911375286)

2006年

[040]Du YaJun, Li HaiMing, Chen HongHua, Xie Chuan, The analysis of intelligence behavior of search engine, 2006 International Symposium on Communications and Information Technologies, ISCIT, 2006: 563-567(EI: 20083711530362)

[039]Hai YuFeng, Du YaJun, Li HaiMing, A New Strategy of Query Expansion using Formal Concept Analysis. Proceedings - Sixth IEEE International Conference on Computer and Information Technology, 2006 (EI:20073110733126)

[038]Zeng ChuanHua, Xu Yang, Du YaJun, Xie WeiCheng, Knowledge discovery and model structure selection based on rough set theory, Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2006, 41(3): 324-328(EI: 063310068157)

[037]Pei Zhen, Du YaJun, Ying LiangZhong, Decision inference based on extended decision rules of probabilistic information system, Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 41(1): 131-134(EI: 06139783852)

[036]陈俊华, 慕长龙, 陈秀明, 向成华, 罗成荣, 陈国先, 杜亚军, 基于物元分析的小流域土地利用结构调整及景观格局变化, 生态学报, 2006, 7: 2093-2100

[035]Du YaJun, Li HaiMing, Hao Fei, Xie Chuan, A method checking the correctness of sentence of formal language based on linear resolution, 2006 International Symposium on Communications and Information Technologies, 2006: 558-562 (EI:20083711530361)

2005年

[034]沈杰峰, 杜亚军, 唐俊, 基于蚁群算法的网页推荐, 西华大学学报(自然科学版),2005, 24(6): 29-32

[033]唐俊, 杜亚军, 沈杰峰, 判断点与区域位置关系的改进算法, 西华大学学报(自然科学版), 2005, 24(5): 14-17,71

[032]曹龙, 杜亚军, 基于Web Services的个人搜索引擎, 计算机工程与应用, 2005, 2: 138-141,175

[031]Cao Long, Du YaJun, Shen JieFeng, Design and implementation of universal print function about grid component in Delphi, Computer Engineering, 2005, 31(20): 229-230+233(EI:05479500429).

[030]YaJun Du, HaiMing Li, Zheng Pei, Hong Peng, Intelligent Spider's Algorithm of Search Engine Based on Keyword, Transactions on Computer and Information technology. 2005 1(01):40-49

[029]Jun Tang, Du YaJun, Shen JieFeng, Research in Concept Lattice based automatic document ranking, 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, 5560-5565(EI: 05509539716)

[028]Du YaJun, Xu Yang, Pei Zheng, Pen Hong, Li HaiMing. An algorithm retrieving rules from web page based on concept lattice. 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005, 2368-2372(EI: 05509539134)

[027]Shen JieFeng, Du YaJun, Jun Tang. The personalized page recommender system based on meta-search engine, 17th IMACS world congress scientific computation applied mathematics and simulation, 2005

[026]Zheng Pei, YaJun Du, LiangZhong Yi, Yang Xu, Obtaining a complex linguistic data summaries from database based on a new linguistic aggregation operator, IWANN2005, LNCS，Springer-Verlag, Spain, 771-778，2005（SCI BCO15）

2004年

[025]杜亚军， 邱小平， 徐扬. 中文搜索引擎智能的探讨. 计算机应用研究, 2004, 21(4): 29-31,35.

[024]杜亚军, 严兵 宋亮. 爬行虫算法设计与程序实现, 计算机应,  2004, 24(1):  33-35.

[023]齐冬梅, 杜亚军, 李战胜, 计算机应用, 2004, 24(B12):179-182.

[022]杜亚军. 计算机科学前沿问题综述与评价, 四川工业学院学报, 2004, 23(4):  46-48.

[021]李辉, 杜亚军. 图书资料检索过程的智能行为研究. 西华大学学报（哲学社会科学版）, 2004, 23(4).

[020]沈杰峰，杜亚军，唐俊. 基于项目分类的协同过滤算法，第22届全国数据库会议，2004.

[019]YaJun Du, Yang Xu, LiangZhong Yi, Zheng Pei. Research on Personal Intelligent Search Engine Based on Keywords. Proceeding of International Symposium on Communications and Information Technologies 2004. Sapporo, Japan. 2004:228-231(EI:05299224396).

[018]YaJun Du, Yang Xu, ZhanShen Li, DongMei Qi. Discussion on Interest Spider's Algorithm of Search Engine, Proceeding of The 2004 IEEE International Conference on Information Reuse and Integration (IRI 2004), Las Vegas, Nevada, USA. 2004:433-436(EI:05169044887).

[017]YaJun Du, Yang Xu, ZhanShen Li, DongMei Qi, Implementation of AN Intelligent Spider's Algorithm for Search Engine.Applied Computational Intelligence - Proceedings of the 6th International FLINS Conference, 2004:324-327(EI:04498704428).

[016]XiaoPing Qiu, Yang Xu, YaJun Du, Xiaohong Liu, YongChuan Tang, Hua Zhu,   A New Special-Domain and Stepwise Intelligent Development Method in Software Engering, In Proceedings of 2003 IEEE International Conference on Systems, Man \& Cybernetics, Oct. 2004, Washington:2398-2401 (EI:04458446856).

2003年

[015]杜亚军, 徐扬. 关系数据库中的关系代数范畴模型的讨论. 西南交通大学学报, 2003, 38(2): 703-707.

[014]杜亚军, 陈国先, 陈秀明, 陈俊华, 雷效章, 蔡小虎, 彭沛好. 川渝77县长防林（一期） 工程的综合效益评价与分析. 生态学杂志, 2003, 22(1): 69-72.

[013]杜亚军, 陈国先, 李辉, 蓦长龙, 陈秀明. 低山丘陵地区稳定高效防护林体系地理信息系统. 四川工业学院学报, 2003, 22(3): 74-76.

[012]YaJun Du, Zheng Pei, Yang Xu. The humanity research of seaech engine based on uncertain reasoning.In Proceeding of the Second International Conference on Machine Learning and Cybernetics(ICMLC'2003), Xi'an, China, 2003: 447-452 (EI:EIP04128071058).  

[011]ZhanShen Li, YaJun Du, Yang Xu, YueKun Wang, Dongmei Qi. The personalized pagerank based on user behavoirs. In Proceedings of the 6th International FLINS Conference,Blankenberge, Belgium, 2003: 318-323.(EI:04498704427).

[010]XiaoPing Qiu, Haiming Li, YaJun Du, Yang Xu. Adding forecast support to workflow management system by classical logic formula computing. In Proceedings of the Second International Conference on Machine Learning and Cybernetics(ICMLC'2003), Xi'an, China, 2003:2061-2066(EI: 04128072218).

[009]XiaoPing Qiu,YaJun Du, FengBin Zheng. An automated reasoning method used in workflow management system. In Proceedings of 2003 IEEE International Conference on Systems, Man \& Cybernetics, Washington, USA, 2003: 5016-5021(EI: 03487751505).

2002年

[008]杜亚军, 陈国先. 低山丘陵地区稳定高效防护林体系地理信息系统主要功能-小流域结构调整. 四川工业学院学报, 2002, 21(4): 50-53.

[007]杨顺军, 郭再平, 杜亚军. 小折射解释程序的研制与应用. 四川地质学报, 2002, 22(3): 190-192.

2001年以前

[006]杜亚军, 刁礼泉. 基于Windows95／98操作系统的软盘加密系统, 四川工业学院学报, 2001, 20(1): 37-38.

[005]Du Yajun, Yang Long, He Zhengwei. Reservoir parameter prediction procedure facing to microfacies on the basis of BP artificial neural network. Journal of Chengdu Institute of Technology, 1998, 25( Suppl): 107-111(EI:1998084339183).

[004]Du Yajun, Yang  Long. Application of the scientific visualization and artificial intelligence to the substratum correlation. Journal of Chengdu Institute of Technology, 1998, 25(Suppl): 112-117(EI:1998084339184).

[003]Yang Long, Du Yajun. Visual research into BP neural network and BP intelligence algorithms. Journal of Chengdu Institute of Technology, 1998, 25(Suppl): 97-106(EI:1998084339182).

[002]杜亚军, 杨龙. 线性地质统计学在地质工作计算机化中的作用及意义. 四川地质学报, 1996, 16(4): 372-377.

[001]杜亚军, 田竞亚．李伍铜矿床控矿构造地质特征及演化模式探讨. 四川地质学报, 1996, 16(3): 213-218.

(三)、国家发明专利

[29]杜亚军, 罗家兴, 李曦. 一种基于网络表示学习的社区舆论关键人物发现方法,国家发明专利,2020， ZL202011098675.6.

[28]杜亚军, 贡诚, 李曦. 一种基于结构洞的网络舆情控制方法,2020,国家发明专利, 2020, ZL202011098706.8.

[27]杜亚军, 李若淼, 赵飞宇. 一种面向视频常规评论的情感不稳定用户检测方法,国家发明专利,2020，ZL202011081658.1.

[26]杜亚军, 李若淼, 李曦. 面向视频弹幕的用户情感差异区域检测方法和系统,国家发明专利, 2020，ZL202011081658.1.

[25]杜亚军, 彭彪, 孟庆瑞, 李曦. 显式和隐式兴趣知识的提取方法，国家发明专利，2016，ZL201510493215.6.

[24]杜亚军, 刘文君, 孟庆瑞, 李曦, 王晓明. 基于膜计算的搜索方法，国家发明专利，2014，ZL201410026335.0.

[23]陈晓亮, 陈白杨, 杜亚军, 李显勇. 基于多级属性嵌入和约束典型相关分析的身份链接方法，国家发明专利，2021，ZL202110269377.7.

[22]李显勇, 李齐治, 杜亚军, 范永全, 陈晓亮. 论文关键词提取系统及其方法. 国家发明专利, 2021,ZL202110059411.8.

[21]李显勇, 李齐治, 陈龙齐, 杜亚军, 范永全, 陈晓亮. 基于情感传播的隐式情感词典生成方法, 国家发明专利, 2021, ZL202110542789.3.

[20]黄增喜, 于春, 杜亚军. 一种采用竞争匹配的安全身份验证方法, 国家发明专利，2020,专利号：ZL202010116557.7.

[19]黄增喜, 王晓明, 杜亚军, 于春. 一种面向密集人群的深度行人检测方法,国家发明专利，2018, 专利号：ZL201811593445.5.

[18]唐明伟, 曾晟珂, 陈晓亮, 宋文，杜亚军等. 自适应高容量的图像信息隐藏的方法. 国家发明专利，2011,  专利号：ZL201410812054.8.

[17]杜亚军, 王旭阳, 李显勇, 刘佳, 李艳丽, 陈晓亮, 谢春芝. 面向社交平台的少样本多领域用户意图识别方法及系统. 国家发明专利，2023,  受理号: CN202311005859.7.

[16]杜亚军, 侯智洋, 李显勇, 刘佳, 李艳丽, 陈晓亮, 谢春芝, 刘克剑. 一种面向微博用户评论的假情绪意见目标抽取方法及系统. 国家发明专利，2023,  受理号: CN202311144109.8.

[15]杜亚军, 李蔚, 李显勇, 刘佳, 李艳丽, 陈晓亮, 谢春芝.一种基于多特征的事件抽取简化方法以及系统. 国家发明专利，2023,  受理号: CN202311089720.5.

[14]杜亚军, 李蔚, 李显勇, 刘佳, 李艳丽, 陈晓亮, 谢春芝, 范永全, 陈娟, 陈鹏. 命名实体的识别方法和识别装置. 国家发明专利，2023,  受理号: CN202310160997.6.

[13]杜亚军, 王旭阳, 李显勇, 刘佳, 李艳丽, 陈晓亮, 范永全, 谢春芝, 陈娟, 陈鹏. 一种面向社交平台的少样本用户意图识别方法. 国家发明专利，2023,  受理号: CN202310225539.6.

[12]李显勇, 黄晨, 陈松林, 杜亚军, 黄东, 陈晓亮, 王淑敏, 范永全, 李艳丽, 谢春芝, 刘佳.一种用于生成中文文本逻辑推理思维链的深度微调方法, 国家发明专利, 2023, 受理号:  2023113646942.

[11]李显勇, 黄晨, 张茂琳, 杜亚军, 黄东, 陈晓亮, 李艳丽, 饶梓瀚, 王禹焜, 谢春芝, 刘佳.一种方面级情感分类方法及方面级情感分类模型, 国家发明专利, 2023, 受理号: CN202311048169.X.

[10]李显勇, 黄珈铭, 杜亚军, 黄东, 陈晓亮, 范永全, 李艳丽, 刘佳, 谢春芝, 陈鹏, 陈娟. 一种基于全局训练空间的情感分析方法, 国家发明专利, 2023, 中国, CN202310225521.6.

[09]杜亚军，吕宾燕，一种基于对偶学习的舆情正向引导方法及系统,国家发明专利，2022, 专利申请号:ZL202210510762.0.

[08]杜亚军，胡瑞林，李显勇. 一种基于网络表示学习的捷径发现方法及系统,国家发明专利，2022,专利申请号：ZL202210510610.0.

[07]苏方红, 程飞, 杜亚军, 周于鉴.一种基于双重对偶推理的六元情绪分析方法,国家发明专利，2022, 专利申请号：202210795841.x.

[06]苏方红, 程飞, 杜亚军, 贾鹏. 一种基于外部常识知识和深度学习的用户立场检测方法,国家发明专利，2022,专利申请号：202210795845.9.

[05]苏方红, 程飞, 杜亚军, 贾鹏. 一种基于深度学习和辅助特征的短文本立场检测方法,国家发明专利，2022,专利申请号：ZL202210795780.8.

[04]李显勇, 张家波, 李齐治, 杜亚军, 范永全. 基于表情图和文本信息的微博评论情感分类方法. 国家发明专利, 2021, CN202110059360.9.

[03]李显勇, 李齐治, 杜亚军, 范永全, 陈晓亮. 一种基于情感词典的情感增强装置. 发明专利, 国家发明专利, 2022, CN202210019807.4.

[02]杜亚军, 李曦, 王玉婷, 韩保川. 一种基于用户本体的初始URLs选择方法.国家发明专利， 2011, 受理号2011122300175340.

[01]杜亚军, 海宇峰, 谢春芝, 李曦, 刘克剑. 一种基于概念背景图挖掘用户兴趣的方法. 国家发明专利，2011,  受理号2011083000543120.

(四) 、软件著作权

[22]包装材料企业制袋工序管理系统[简称：制袋工序管理系统]2.0，中华人民共和国国家版权局计算机软件著作权,2021SR0735136，原始取得，全部权利.

[21]包装材料企业复合工序管理系统[简称：复合工序管理系统]2.0，中华人民共和国国家版权局计算机软件著作权,2021SR0734842，原始取得，全部权利.

[20]包装材料产品质量追踪与朔源系统V1.0，中华人民共和国国家版权局计算机软件著作权,2021SR0741818，原始取得，全部权利.

[19]包装材料企业印刷工序管理系统[简称:印刷工序管理系统]V1.0，中华人民共和国国家版权局计算机软件著作权,2021SR0745038，原始取得，全部权利.

[18]包装材料企业材料采购管理系统[简称:采购管理系统]V2.0，中华人民共和国国家版权局计算机软件著作权,2021SR0741819，原始取得，全部权利.

[17]包装材料企业分切工序管理系统[简称:分切工序管理系统]V2.0，中华人民共和国国家版权局计算机软件著作权,2021SR0735380，原始取得，全部权利.

西华大学信息上报系统v.10，中华人民共和国国家版权局计算机软件著作权,2021SR0735380，原始取得，全部权利.

[16]西华大学信息上报系统v.10，中华人民共和国国家版权局计算机软件著作权,2020, 20222SR0573685，原始取得，全部权利.

[15]黄增喜，杜亚军.互联网+DIY休闲智慧农业系统，中华人民共和国国家版权局计算机软件著作权,2019SR0018541，原始取得，全部权利.

[14]万继红, 陈晓亮, 杜亚军, 任飞, 贡诚. 端到端可视化追溯智慧农业系统,  中华人民共和国国家版权局计算机软件著作权,  2019,  登记号: 2019SR0092891.

[13]杜亚军, 徐涌, 黄小平, 任玉艳, 刘振江. 网络舆情监测分析系统V1.0,  中华人民共和国国家版权局计算机软件著作权,  2011,  登记号: 2011SR064638.

[12]清洋宝柏公司，杜亚军等，包装材料公司产品搜索系统， 中华人民共和国国家版权局计算机软件著作权，2010，2011SR871538.

[11]清洋宝柏公司，杜亚军等，包装材料公司三级成本核算系统， 中华人民共和国国家版权局计算机软件著作权，2010，2010SR060538.

[10]清洋宝柏公司，杜亚军等，包装材料公司材料管理系统，中华人民共和国国家版权局计算机软件著作权，2010，2010SR071405.

[09]清洋宝柏公司，杜亚军等，包装材料公司车间生产过程管理系统，中华人民共和国国家版权局计算机软件著作权，2000，2000SR871541.

[08]西华大学，基于互联网+包装材料安全追溯系统，中华人民共和国国家版权局计算机软件著作权，2018，2018SR486287.

[07]黄小平，海宇峰，李小雷，杜亚军. 包装材料企业材料采购管理系统，中华人民共和国国家版权局计算机软件著作权，2015，2015SR081515.

[06]李小雷，黄小平，海宇峰，杜亚军，包装材料企业制袋工序管理系统，中华人民共和国国家版权局计算机软件著作权，2015，2015SR081634.

[05]海宇峰，黄小平，李小雷，杜亚军，包装材料企业印刷工序管理系统，中华人民共和国国家版权局计算机软件著作权，2015，2015SR082045.

[04]海宇峰，黄小平，李小雷，杜亚军，包装材料企业分切工序管理系统，中华人民共和国国家版权局计算机软件著作权，2015，2015SR082725.

[03]杜亚军，个性化智能搜索引擎系统[PISE v1.0]，中华人民共和国国家版权局计算机软件著作权，2006，2007SR14803.

[02]黄小平，海宇峰，李小雷，杜亚军，包装材料企业复合工序管理系统，中华人民共和国国家版权局计算机软件著作权，2016，2015SR081628.

[01]清洋宝柏公司，杜亚军，海宇峰，包装材料公司产品质量控制系统软件，中华人民共和国国家版权局计算机软件著作权，2010，2010SR071538.

(五) 、研究生培养情况

自2002年被评为西华大学硕士研究生导师以来，指导研究生情况如下：

[023]2024级4人，仇朝廷，王鸿祥，王乐添，范文豪；

[022]2023级5人，李昕哲，李  帅，张万洁，张济霖，柒七；

[021]2022级3人，杨    顺，郑   鑫，周昆明；

[020]2021级4人，康    赛，王   钢，蒋雨芮，冯   卓；

[019]2020级4人，王旭阳，侯智洋，李   蔚，廖嘉辉；

[018]2019级4人，吕斌燕，胡瑞林，周于鉴，贾   鹏；

[017]2018级4人，林晓兵，刘太傲，王亚坤，周乔羽；

[016]2017级4人，贡   诚，李如淼，罗家兴，孙泽芬；

[015]2016级5人，付春龙，胡松江，李   庆，刘伊洋，徐滔伶；

[014]2015级9人，曾胜海，刁云澜，付   霞，高振伟，贺立言，刘   佳，王世达，肖   攀，钟世敏；

[013]2014级7人，方毅成，李晨曦，牟   兴，饶   伟，王    春，叶永涛，郑   好；

[012]2013级5人，邓   翔，官登水，刘召亮，彭   彪，杨岸桢；

[011]2012级5人，冯祖光，李   芳，刘全飞，孙   弛，张   伟；

[010]2011级7人，付   强，李小雷，刘新丽，田秀霞，王   倩，张因奎，赵成芳；

[009]2010级3人，刘文君，赵飞宇，李   曦；

[008]2009级4人，黄小平，任玉艳，刘振江，徐   涌；

[007]2008级5人，陈文斐，韩保川，王   畅，张培英，赵   颖；

[006]2007级6人，陈少明，冯明丽，高兆琼，彭强强，王莹煜，张  珍；

[005]2006级5人，杨月奎，王富贵，董芹华，张   斌，王玉婷；

[004]2005级6人，邓   波，李    凯，李新春，王   竟，向    丹，谢春芝；

[003]2004级4人，海宇峰，董占兵，项    磊，唐   娟；

[002]2003级2人，唐   峻，沈杰峰；

[001]2002级2人，李战胜，齐冬梅。

论著与教材 

[004]概念背景图及应用，杜亚军等著，科学出版社，2022年09月；

[003]C++语言与面向对象的设计,张兴明，杜亚军等编，重大出版社， 2000年07月；

[002]算法设计与分析, 宋文，杜亚军等编，重大出版社，2000年07月；

[001]长江中上游高原低山丘陵区防护林体系建设配套技术与示范，编写者之一， 2003年，湖南科学技术出版社。

研究生培养情况

自2002年被评为西华大学硕士研究生导师以来，指导研究生情况如下：2002级2人，2003级2人,2004级4人,2005级4人，2006级4人,2007级4人，2008级4人，2009级4人，2010级2人，2011级8人，2012级6人，2013级4人，2014级4人。

主讲课程  

[007]人工智能，研究生，2002年-2010年；

[006]社交网络与计算，研究生，2012年至今；

[005]高级软件工程，研究生，2002年至今；

[004]高级语言及程序设计，本科，1999年-2007年；

[003]编译原理，本科，1999年至今；

[002]数据库原理，本科，1999年至今；

[001]软件工程，本科，1999至今。  

[21]2023年12月四川省人民政府科技进步, 省部三等奖；

[20]2024年12月中国物流与采购联合会科技进步, 省部一等奖；

[019]2023年12月中国物流与采购联合会科技进步, 省部一等奖；

[018]2021年11月西华大学第五届本科教育优秀教学成果奖特等奖；

[017]2021年05月被四川省人民政府评为四川省教学成果二等奖；

[016]2016年12月中国无线电协会评为科学技术二等奖；

[015]2016年12月被西华大学评为唐立新优秀学者奖；

[014]2015年09月被西华大学评为教学名师；

[013]2014年05月被四川省人民政府评为2013年优秀教学成果；

[012]2014年09月被西华大学评为2013年度科研工作先进个人；

[011]2013年07月被四川省人民政府评为四川省学术与技术带头人；

[010]2013年06月被西华大学评为2012年度科研工作先进个人；

[009]2011年05月被西华大学评为2010年度科研工作先进个人；

[008]2011年07月被中共西华大学委员会评为优秀共产党员；

[007]2011年07月被四川省人民政府、中国国产党四川省委员会评为四川省有突出贡献的专家；

[006]2010年07月被西华大学评为2009年度科研工作先进个人；

[005]2007年09月被西华大学评为优秀学校优秀教师；

[004]2009年06月被西华大学评为2008年度科技工作先进个人；

[003]2004年05月被四川省人民政府评为四川盆地低山丘陵区稳定高效防护林体系建设配套研究科技进步三等奖（集体）；

[002]2000年06月被中共四川工业学院委员会评为优秀共产党员；

[001]1993年02月被地质矿产部85-01-005项目办评为九龙江浪变质穹隆体变形变质及李伍式铜矿模式研究项目新进展奖。

[027]中国人工智能学会自然语言理解专业委员；

[026]四川省计算机学会常务理事；

[025]四川省智慧城乡大数据应用研究会副会长;

[024]四川省智慧城乡大数据应用研究会人工智能专业委员会主任

[023]四川第十、十三批学术与技术带头人;

[022]中国中文信息学会理事;

[021]中国中文信息学会社会媒体专业委员会常务委员;

[020]中国中文信息学会信息检索专业委员会常务委员；

[019]中国中文信息学会知识与语言计算专业委员会常务委员；

[018]第十批第十批四川省有突出贡献的优秀专家；

[017]第六批四川省学术和技术带头人后备人选;

[015]四川省工业与应用数学学会计算机分会理事;

[014]西华大学计算机软件研究所所长;

[013]西华大学学报（自然科学版）编委;

[012]全国搜索引擎与网上数据挖掘（SEWM）学术会议程序委员会会议委员;

[011]SEWM2010组织委员会主席;

[010]全国中文信息检索会议程序委员会委员;

[009]Applied Soft Computing、Information Processing & Mangment、NeuroComputing、IEEE Acess、Engineering Applications of Artificial Intelligence、Information Science等国际杂志长期担任审稿人;

[008]计算机学报、软件学报、模式识别与人工智能、计算机应用、西华大学学报等中文期刊审稿人。

[007]四川省/重庆市/河南省/浙江省科技厅项目评审专家;

[006]国家自然科学基金委/科技部项目评审专家;

[005]成都市科技局项目评审专家;

[004]成都市高新区科技项目评审专家;

[003]四川省经信委/成都市经信局项目评审专家;

[002]成都市经济信息中心项目评审专家;

[001]四川遂宁市/南充市/阿坝州科技局项目评审专家。