姓名：张栗粽 专业技术职务：副教授
联系方式：
邮箱：l.zhang@uestc.edu.cn
系别：计算机软件与理论系

联系方式 邮箱 l.zhang@uestc.edu.cn
专业技术职务_详情页 副教授
个人背景2007.年-2013年: Staffordshire University,博士;
2012年-2013年:Staffordshire University,Lecturer;
2013年-2014年:Manchester University, Research Assistance;
2014年-至今:电子科技大学，副教授;
研究方向人工智能、知识图谱、计算机视觉
讲授课程
本科：《编译原理》、《软件技术基础》、《互联网技术导论》
研究生：《机器学习》、《Mobile Computing》
研究成果研究项目：
1.基于治安防控场所多信息融合的警情事件智能监测识，国家重点研发计划子课题，主持；
2.数据智能处理理论及关键技术，国家级项目，主持；
3.超大规模时空数据处理基础理论及关键技术，国家自然科学基金区域联合基金重点项目，参研；
论文列表：
[1] Zhang, L., Zhang, W., Lu, G. et al. Feature-level interpolation-based GAN for image super-resolution. Pers Ubiquit Comput (2021). https://doi.org/10.1007/s00779-020-01488-y
[2] Zhang L, Feng S, Duan G, Li Y, Liu G. Detection of Microaneurysms in Fundus Images Based on an Attention Mechanism. Genes (Basel). 2019 Oct 17;10(10):817. doi: 10.3390/genes**. PMID: **; PMCID: PMC**.
[3] Lu, G., Zhang, L.*, Jin, M. et al. Entity alignment via knowledge embedding and type matching constraints for knowledge graph inference. J Ambient Intell Human Comput (2021).https://doi.org/10.1007/s12652-020-02821-2
[4] Hui, B., Zhang, L.*, Zhou, X. et al. Personalized recommendation system based on knowledge embedding and historical behavior. Appl Intell (2021). https://doi.org/10.1007/s10489-021-02363-w
[5] L. Zhang, N. R. Alharbe, G. Luo, Z. Yao and Y. Li, "A hybrid forecasting framework based on support vector regression with a modified genetic algorithm and a random forest for traffic flow prediction," in Tsinghua Science and Technology, vol. 23, no. 4, pp. 479-492, August 2018, doi: 10.26599/TST.2018.**.
[6] L. Zhang, T. Wu, G. Lu, L. Lin and K. Zhou, "A Behavior Recognition Framework Based on Skeleton Spatio-Temporal Relation," 2019 International Conference on Internet of Things (iThings) , 2019, pp. 854-860, doi: 10.1109/iThings/GreenCom/CPSCom/SmartData.2019.00154.
[7] Zhang Y., Zhang L., Rao Z., Duan G., Wang C. (2020) OSAF_e: One-Stage Anchor Free Object Detection Method Considering Effective Area. Artificial Intelligence and Mobile Services – AIMS 2020.https://doi.org/10.1007/978-3-030-59605-7_12
[8] Liu Z., Zhang L., Rao Z., Liu G. (2020) Attention-Based Interaction Trajectory Prediction. Artificial Intelligence and Mobile Services – AIMS 2020.https://doi.org/10.1007/978-3-030-59605-7_13
研究成果获奖：
2018年获四川省科技进步奖二等奖；