Artificial intelligence, social network analysis, online public opinion evolution and guidance, sentiment analysis, etc.

I. Active Research Projects

[1]Youth Foundation of National Natural Science Foundation of China, 61802316, Random multi-fault conditional diagnosability analysis of binary recursive networks, 2020/01-2020/12, chair.

[2]General Project of National Natural Science Foundation of China, 61872298,  Positive guidance learning strategies and methods of social network public opinion based on structural balance, 2018.01-2020.12, main researcher.

[3]Chunhui Plan cooperative scientific research project of Ministry of Education, Z2015109, Fault diagnosis and communication mode of optical interconnection network, 2016/01-2018/12, chair.

[4]Key project of Sichuan Provincial Department of Education, 15ZA0130, Fault tolerance and wavelength assignment of WDM optical networks, 2015/01-2017/12, chair.

[5]Key Natural Science Foundation project of Xihua University, z1422615, Social network public opinion evolution analysis based on ternary relationship, 2014/11-2017/12, chair.

[6]Open Subject for provincial-level discipline platform, szjj2015-057, Analysis of online social network public opinion communication model, 2015/04-2017/04, chair.

[7]Open Subject for provincial-level discipline platform, szjj2016-023, Research of rice quality evaluation model, 2016/04-2018/04, chair.

[8] Enterprise Commissioned Project, Research and development of ad hoc wifi-based technology, 2021/07-2022/07, Chair.

[9]Key Research and Development project of Sichuan Provincial Department of Science and Technology, 2022YFG0378,  Research on the key technologies of network public opinion research and positive guidance based on machine learning, 2022/01-2023/12, Chair.

II. Published Academic Papers

[1]Xianyong Li,  Strong diagnosability and conditional diagnosability of optical multi-mesh hypercube networks under the PMC model, International Journal of Computer Mathematics, 2016, 93(12): 2054-2063. (SCI000389437900006)

[2]Xianyong Li, Xiaofan Yang, Li He, Cui Yu and Jing Zhang, Conditional fault tolerance of hypermesh optical interconnection networks, International Journal of Foundations of Computer Science, 2015, 26 (1): 159–168.(SCI 000352725400009)

[3]Xianyong Li, Xiaofan Yang, Li He, Jing Zhang and Cui Yu, Conditional diagnosability ofoptical multi-mesh hypercube networks under the comparison diagnosis model,Theoretical Computer Science, 2014, 531: 47-53.(SCI 000335100700004)

[4]Xianyong Li, Xiaofan Yang and Li He, Diagnosability of optical multi-mesh hypercube networks under the comparison diagnosis model,International Journalof Computer Mathematics, 2013, 90(9): 1774-1781.(SCI 000324567200002)

[5]Xianyong Li, Xiaofan Yang, Guoping Wang and Rongwei Hu, The vertex PI and Szeged indices of chain graphs, MATCH Communications in Mathematical and in Computer Chemistry, 2012, 68: 349-356.(SCI 000307149200025)

[6]Xianyong Li, Xiaofan Yang, Jian Zhu and Rongwei Hu, Hyper-Wiener index of k-membered ring spiro systems, Ars Combinatoria, 2014, 113A: 331-347.(SCI 000329883700027)

[7]Xianyong Li, Xiaofan Yang and Rongwei Hu, k-membered ring sprio chains with extremal hyper-Wiener index,Ars Combinatoria, 2014, 113A: 37-48.(SCI 000329883700003)

[8]Xianyong Li, Guoping Wang, Hong Bian and Rongwei Hu, The Hosoya polynomial decomposition for polyphenyl chains, MATCH Communications in Mathematical and in Computer Chemistry, 2012, 67: 357-368.(SCI 000301817800007)

[9]Xianyong Li, Xiaofan Yang, Guoping Wang and Rongwei Hu, Hosoya polynomials of general spirohexagonal chains, Filomat, 2014, 28(1): 211-215.(SCI 000331996600021)

[10]Xianyong Li, Chunming Li and Guoping Wang, Computing the hyper-Wiener indices of extremal tree-like polyphenyl systems, Journal of Computational and Theoretical Nanoscience, 2015, 12: 1582–1585.(SCI 000358270200017)

[11]Guoping Wang,Xianyong Li and Chunming Li, Polyphenyl systems with extremal hyper-Wiener indices, Journal of Computational and Theoretical Nanoscience, 2014, 11(4): 1129-1132.(SCI 000332290400028)

[12]Zhengxin Qin,Xianyong Liand Guoping Wang, Uniform cacti with extremal Wiener indices, Ars Combinatoria, 2015, 121: 421-428.(SCI 000357759400034)

[13]Yue Wu, Yajun Du,Xianyong Li, Xiaoliang Chen, Exploring the spiral of silence in adjustable social networks, International Journal of Modern Physics C, 2015, 26(11): 1550125. (SCI000360649600006)

[14]Li He, Xiaofan Yang and Xianyong Li, A novel optical folded cube, Optik- International Journal for Light and Electron Optics, 2013, 124 (24): 7062-7064.(SCI 000327685700125)

[15]Jing Zhang, Xiaofan Yang andXianyong Li, Wavelength assignment for locally twisted cube communication pattern on optical bus network-on-chip, Optical Fiber Technology, 2014, 20(3): 228-234.(SCI 000334589200010)

[16]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. (SCI)

[17]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. (EI会议论文)

[18]Jiabo Zhang, 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. (EI会议论文 20200908240093)

[19]Mengmeng Jia, Xianyong Li, Yajun Du, Jihong Wan, An opinion evolution model based on the interaction behavior and influence of Microblog users, 2019 2nd International Conference on Safety Produce Informatization (IICSPI), Chongqing, 2019. (EI会议论文 20202308784215)

[20]Cheng Gong, Yajun Du, 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)

[21]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. (SCI)

[22]Yajun Du, Fanghong Su, Anzheng Yang, Xianyong Li, Yongquan Fan, Extracting deep personae social relations in Microblog posts, IEEE Access, 2020, 8: 5488-5501. (SCI)

[23]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, Xiamen, 2020. (EI会议论文 20202308784215)

[24]Xianyong Li, Jian Zhu, Yajun Du, Qian Zhang, The analysis of opinion evolution and control based on the Prisoner's Dilemma Game in social networks, Complexity, 2021, Article ID: 6667187. (SCI)

[25]Qian Zhang, Xianyong Li, Yajun Du, Jian Zhu, Dynamical analysis of an SE2IR information propagation model in social networks, Discrete Dynamics in Nature and Society, 2021, Article ID: 5615096. (SCI)

[26]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 Sciences, 2021, 570: 724-743. (SCI)

[27]Qizhi Li, Xianyong Li, Yajun Du, Xiaoliang Chen, ISWR: An implicit sentiment words recognition model based on sentiment propagation, NLPCC, 2021, 2: 248-259. (CCF C类会议)

[28]Xianyong Li, Ying Tang, Yajun Du, and Yanjie Li, Key node discovery algorithm based on multiple relationships and multiple features in social networks, Mathematical Problems in Engineering, 2021, Article ID: 1956356. (SCI)

[29]Qian Zhang, Xianyong Li, Yongquan Fan, Yajun Du, An SEI3R information propagation control algorithm with structural hole and high influential infected nodes in social networks, Engineering Applications of Artificial Intelligence, 2022, 108: 104573. (SCI 2区)

[30]Xianyong Li, Yajun Du, Yongquan Fan, Fault tolerance of optical hypercube interconnection networks with r-communication pattern, Wireless Communications and Mobile Computing, 2021, Article ID: 5358760. (SCI)

[31] Xianyong Li, Li Ding, Yajun Du, Yongquan Fan and Fashan Shen, Position-enhanced multi-head self-attention based BiGRU for aspect-level sentiment classification, Frontiers in Psychology, 2021, 12: 799926. (SCI 2区)

[32]Xianyong Li, Qizhi Li, Yajun Du, Yongquan Fan, Xiaoliang Chen, Fashan Shen, Yunxia Xu, A novel tripartite evolutionary game model for misinformation propagation in social networks, Security and Communication Networks, 2022, Article ID 1136144. (SCI)

[33]Xianyong Li, Jiabo Zhang, Yajun Du, Jian Zhu, Yongquan Fan, Xiaoliang Chen, A novel deep learning-based sentiment analysis method enhanced with emojis in microblog social networks, Enterprise Information Systems, 2023, 17(5): 2037160. (SCI 2区)

[34]Haiping Gao, Jian Zhu, Xianyong Li, Xing Chen, Synchronizability of multi-layer-coupled star-composed networks, Symmetry, 2021, 13, Article ID: 2224. (SCI)

[35]Yanjie Li, Xianyong Li, Yajun Du, Ying Tang, Yongquan Fan, Modified Hegselmann-Krause model with social pressure in social networks, 2022 3rd Information Communication Technologies Conference (ICTC), 2022, 199-205. (EI会议论文)

[36]Qizhi Li, Xianyong Li, Yajun Du, Yongquan Fan, Xiaoliang Chen, A new sentiment-enhanced word embedding method for sentiment analysis, Applied Sciences, 2022, 12(20), Article ID: 10236. (SCI)

[37]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, Article ID: 105460. (SCI)

[38]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)

[39]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, Article ID: 109659. (SCI)

[40] Yuqi Chen, Xianyong Li, Weikai Zhou, Yajun Du, Yongquan Fan, Dong Huang, Xiaoliang Chen, 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. (SCI)

[41]Xianyong Li, Jiaming Huang, Yajun Du, Yongquan Fan, Xiaoliang Chen, 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, 35(03): 313-325. (SCI)

[42] Jianwei Li, Xianyong Li, Yajun Du, Yongquan Fan, Xiaoliang Chen, Dong Huang, An aspect-category-opinion-sentiment quadruple extraction with distance information for implicit sentiment analysis, Information Technology and Control, 2023, 52(2): 445-456. (SCI)

[43]Qizhi Li, Xianyong Li, Yujia Song, Maolin Zhang, Longqi Chen, Gang Wang, Yajun Du, Evaluating BERT on cloud-edge time series forecasting and sentiment analysis via prompt learning, 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart  City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, 2023, 135-142.  (CCF C类会议)

[44] Xianyong Li, Qizhi Li, Using BERT and word definitions for implicit sentiment analysis, 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, 2023,  1063-1068. (CCF C类会议)

[45]Yuqi Chen, Xianyong Li, Weikai Zhou, Yajun Du, Xiaoliang Chen, Yongquan Fan, D2V-DDQN: influence maximization of positive opinions based on deep reinforcement learning, 2023 9th International Conference on Big Data Computing and Communications, BigCom 2023, 148-155, 2023. (EI会议论文) 

[46]Jiaming Huang, Xianyong Li, Yajun Du, Chunzhi Xie, Xiaoliang Chen, Yongquan Fan, Dual-cell recurrent network for target-oriented opinion word extraction on global fields, IEEE International Conference on Systems, Man and Cybernetics, 2126-2131, 2023. (CCF C类会议) 

[47]Yitong Wang, Xianyong Li, Yuhang Cheng, Yajun Du, Dong Huang, Xiaoliang Chen, A neural probabilistic bounded confidence model for opinion dynamics on social networks, Expert Systems with Applications, 2024, 247(2024): 12331501-12331511. (SCI, 1区)

III. China National Invention Patent

[1] An implicit sentiment dictionary generation method based on sentiment propagation, ZL202110542789.3

[2]Keyword extraction system and its method, ZL202110059411.8 

Undergraduate teaching:

Computing Intelligence, Optimization Theory and Algorithms, Numerical Calculation (C++), Introduction to the Design and Analysis of Algorithms, Discrete Mathematics, Numerical Methods in Computer Science, Dreamweaver CS6.

Graduate teaching:

 Combinatorics and Graph Theory, Socail Network and Computing, Optimization Theory .

1.Overseas high-level talents in Sichuan Province

2.Young scholars reserve talents in Xihua University

Cyberspace Search Special Committee of Chinese Information Processing society of China, Members of Chinese Computer Federation and Chinese Association for Artificial Intelligence, and Vice Chairman of the Natural Language Processing Professional Committee of Sichuan Computer Society, Director of Sichuan Artificial Intelligence Society.