李象贤
Visit:
Personal Information:
  • Name (Pinyin):
    lixiangxian
  • E-Mail:
    xiangxianli@sdu.edu.cn
  • Date of Employment:
    2024-11-01
  • School/Department:
    机电与信息工程学院
  • Education Level:
    Postgraduate (Doctoral)
  • Gender:
    Male
  • Contact Information:
    xiangxianli@sdu.edu.cn
  • Degree:
    博士
  • Status:
    Post-doctoral
  • Alma Mater:
    山东大学
Biography

李象贤,山东大学机电与信息工程学院特别资助类博士后,长期从事深度学习多媒体计算智能人机交互领域相关研究,围绕跨模态表示增强长尾视觉识别多模态生理信号分析等研究方向,近5年参与国家重点研发计划项目和国家自然科学基金项目多项。相关成果在ACM MM,UbiComp等CCF A类会议,软件学报等CCF T1类期刊,和CVM等SCI一区期刊发表多篇长文,并在ECCV,ICME,ICMR等CCF B类重要会议和期刊发表论文20余篇论文,获授权国家发明专利2项,参与编写和修订的教材《多媒体计算理论与实践》入选双一流教材计划。担任AAAI、CVPR、MM等CCF A类会议和中科院SCI一区期刊TNNLS审稿人。参与千万级饮食健康大数据构建,多通道脑电信号数据集构建,自闭症儿童刻板动作视频数据集构建,血液肿瘤多通道数据集构建,法律文本数据集构建等项目。在山东省大学生大数据智能大赛获一等奖、在中国大学生服务外包创新创业大赛获全国二等奖。

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Education
  • 2018-9 — 2024-6
    山东大学
    人工智能
    Doctoral Degree in Engineering
  • 2014-9 — 2018-6
    华中科技大学
    数字媒体技术
    Bachelor's Degree in Engineering
Publication
Papers

1. Lei Meng , Xiangxian Li , Xiaoshuo Yan , Haokai Ma , Zhuang Qi , Wei Wu  and Xiangxu Meng. Causal Inference over Visual-Semantic-Aligned Graph for Image Classification .Proceedings of the AAAI Conference on Artificial Intelligence.2025,39 (18):19449-19457

2. Ting Li , Lewen Mi , Xiangyu Meng , Yongju Jia , Lin Zhao , Qi Zhao , Zihao Wei , Guandong Gao  and Xiangxian Li. Addressing Long-tailed Distribution in Judicial Text for Criminal Motive Classification: A Balanced Contrastive Learning Approach .EPJ Data Science.2025,14 (1):1-22

3. Baiqiao Zhang , Xiangxian Li , Yunfan Zhou , Juan Liu , Weiying Liu , Chao Zhou  and Yulong Bian. Are We in The Zone? Exploring The Features and Method of Detecting Simultaneous Flow Experiences Based on EEG Signals .ACM international joint conference on Pervasive and Ubiquitous Computing/ Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.2024,8 (4)

4. Xiangxian Li , Yuze Zheng , Haokai Ma , Zhuang Qi , Xiangxu Meng  and Lei Meng. Cross-modal Learning Using Privileged Information for Long-tailed Image Classification .Computational Visual Media.2024,10 :981-992

5. Xiangxian LI , Yuze Zheng , Haokai Ma , Zhuang Qi , Xiaoshuo Yan , Xiangxu Meng  and Lei Meng. 基于跨模态特权信息增强的图像分类方法 .软件学报.2024

6. Hao Liu , Xiangxian Li , Wei Gai , Yu Huang , Jingbo Zhou  and Chenglei Yang. Personalized User Interface Elements Recommendation System .Computer Graphics International (CGI).2022

7. Yuqing Wang , Xiangxian Li , Zhuang Qi , Jingyu Li , Xuelong Li , Xiangxu Meng  and Lei Meng. Meta-causal feature learning for out-of-distribution generalization .European Conference on Computer Vision.2022

8. Xiangxian Li , Haokai Ma , Lei Meng  and Xiangxu Meng. Comparative Study of Adversarial Training Methods for Long-tailed Classification .International Workshop on Adversarial Learning for Multimedia (ADVM).2021

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