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电子科技大学计算机科学与工程学院导师教师师资介绍简介-李晶晶

本站小编 Free考研考试/2021-09-13


姓名:李晶晶 专业技术职务:研究员
联系方式:
邮箱:jjl@uestc.edu.cn
系别:计算机软件与理论系

联系方式 邮箱 jjl@uestc.edu.cn
专业技术职务_详情页 研究员
个人背景2006年-2010年:电子科技大学,本科;
2010年-2013年:电子科技大学,硕士;
2013年-2017年:电子科技大学,博士;
2017年-2019年:电子科技大学,博新计划博士后;
2019年-2020年:电子科技大学,副教授;
2020年-至今:电子科技大学,研究员,博导;
研究方向机器学习、迁移学习、小样本学习、多媒体
讲授课程
本科:《人工智能》
研究生:《网络信息对抗》、《学术论文写作》
所带毕业设计:指导的本科生获校挑战杯省一等奖。硕士生获校研究生优秀毕业论文奖。博士生获得国家奖学金
研究成果研究项目:
1.欠标注机器学习研究,国家自然科学基金,2019.01-2021.12,主持;
2.零样本学习研究,四川省重点研发,2020.01-2021.12,主持;
论文列表:
[1]Li, Jingjing, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, and Heng Tao Shen. "Maximum Density Divergence for Domain Adaptation." IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (2020).(中科院JCR一区)
[2]Li, Jingjing, Ke Lu, Zi Huang, Lei Zhu, and Heng Tao Shen. "Transfer independently together: A generalized framework for domain adaptation." IEEE Transactions on Cybernetics (TCYB) 49, no. 6 (2018): 2144-2155. (ESI热点,高被引,中科院JCR一区)
[3]Li,Jingjing, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen, Faster Domain Adaptation Networks, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 (CCF A)
[4]Li, Jingjing, Ke Lu, Zi Huang, Lei Zhu, and Heng Tao Shen. "Heterogeneous domain adaptation through progressive alignment." IEEE transactions on neural networks and learning systems (TNNLS) 30, no. 5 (2018): 1381-1391. (中科院JCR一区)
[5]Li, Jingjing, Mengmeng Jing, Ke Lu, Lei Zhu, and Heng Tao Shen. "Locality preserving joint transfer for domain adaptation." IEEE Transactions on Image Processing (TIP), 28, no. 12 (2019): 6103-6115. (中科院JCR一区)
[6]Li, Jingjing, Mengmeng Jing, Ke Lu, Zhengming Ding, Lei Zhu, and Zi Huang. "Leveraging the invariant side of generative zero-shot learning." In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 7402-7411. 2019.
[7]Li, Jingjing, Ke Lu, Zi Huang, and Heng Tao Shen. "On both Cold-Start and Long-Tail Recommendation with Social Data." IEEE Transactions on Knowledge and Data Engineering (TKDE) (2019).
[8]Li, Jingjing, Ke Lu, Zi Huang, and Heng Tao Shen. "Two birds one stone: on both cold-start and long-tail recommendation." In Proceedings of the 25th ACM international conference on Multimedia (ACM MM), pp. 898-906. 2017.
[9]Li, Jingjing,Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, and Zi Huang. "From zero-shot learning to cold-start recommendation." In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), vol. 33, pp. 4189-4196. 2019.
[10]Li, Jingjing, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, and Zi Huang. "Alleviating Feature Confusion for Generative Zero-shot Learning." In Proceedings of the 27th ACM International Conference on Multimedia (ACM MM), pp. 1587-1595. 2019.
[11]Li, Jingjing, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, and Zi Huang. "Cycle-consistent Conditional Adversarial Transfer Networks." In Proceedings of the 27th ACM International Conference on Multimedia (ACM MM), pp. 747-755. 2019.
[12]Li, Jingjing, Mengmeng Jing, Lei Zhu, Zhengming Ding, Ke Lu and Yang Yang, Learning Modality-Invariant Latent Representations for Generalized Zero-shot Learning, ACM Multimedia (ACM MM) 2020, CCF A.
[13]Li, Jingjing, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen, Investigating the Bilateral Connections in Generative Zero-shot Learning, IEEE Transactions on Cybernetics (TCYB), 2021.
研究成果获奖:
2018年中国电子学会优秀博士论文奖
2019年中国百篇最具影响国际学术论文

社会兼职及荣誉
TPAMI,CVPR,TIP,ICCV,TKDE,MM等期刊的审稿人,会议的区域主席,出版主席和程序委员会成员等

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