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Xiangxian Li
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Personal Information
  • Name (English):
    Xiangxian Li
  • Name (Pinyin):
    Li Xiangxian
  • E-Mail:
  • Date of Employment:
    2024-11-01
  • School/Department:
    低空科学与工程学院
  • Education Level:
    Postgraduate (Doctoral)
  • Gender:
    Male
  • Degree:
    博士
  • Status:
    Post-doctoral
  • Alma Mater:
    山东大学
Biography

李象贤,山东大学低空科学与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,主持省级项目一项。相关成果发表在AAAI,ACM MM,UbiComp,UIST等CCF A类会议,CVM等SCI一区期刊,和软件学报等中文核心期刊,并在EMNLP,ECCV,ICME等CCF B类重要会议和期刊发表论文20余篇,获授权国家发明专利3项,参与编写和修订教材《多媒体计算理论与实践》。担任AAAI、CVPR、ACM MM等CCF A类会议和中科院SCI期刊TNNLS,JSCI审稿人。参与千万级饮食健康大数据构建,多模态血液肿瘤数据集构建,自闭症儿童刻板动作视频数据集构建,多通道生理信号数据集构建等项目。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
  • 2018-09 — 2024-06
    山东大学
    人工智能
    Doctoral Degree in Engineering
  • 2014-09 — 2018-06
    华中科技大学
    数字媒体技术
    Bachelor's Degree in Engineering
Publication
Paper Publications

1. Xiangxian Li , Yawen Zheng* , Baiqiao Zhang , Yijia Ma , Xianhui Cao , Juan Liu , Yulong Bian , Jin Huang  and Chenglei Yang. MAGNeT: Multimodal Adaptive Gaussian Networks for Intent Inference in Moving Target Selection across Complex Scenario .ACM International Conference on Multimedia (CCF-A), Outstanding paper (Oral).2025

2. Yongju Jia , Jiarui Ma , Xiangxian Li* , Baiqiao Zhang , Xianhui Cao , Juan Liu  and Yulong Bian. LLM-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions .Conference on Empirical Methods in Natural Language Processing (EMNLP).2025

3. Baiqiao Zhang , Zhifeng Liao , Xiangxian Li* , Chao Zhou , Juan Liu , Xiaojuan Ma*  and Yulong Bian*. Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More .Conference on Empirical Methods in Natural Language Processing (EMNLP).2025

4. Xiangyu Meng , Xiangxian Li* , Lin Zhao , Yajuan Shen , Hui Sun , Xiaoming Cong , Xianhui Cao , Yunfeng Bi , Juan Liu  and Yulong Bian. Robust Representation of Domain Incomplete Tabular Data via Cross-modal Debiasing and Prototype-fused Reconstruction .Journal of King Saud University Computer and Information Sciences (中科院SCI二区,IF=6.1).2025

5. Shilong Liu# , Chaorui Tong# , Zelu Liu , Xiangxian Li* , Yawen Zheng , Chao Zhou , Juan Liu  and Yulong Bian*. Assessing Dynamic Flow Experience from EEG Signals: A Processing-based Approach .ACM Symposium on User Interface Software and Technology(CCF-A).2025

6. 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(CCF-A).2025,39 (18):19449-19457

7. 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(中科院SCI一区,IF=3.0).2025,14 (1):1-22

8. 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(CCF-A).2024,8 (4)

9. 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(SCI-Q1,IF=18.3).2024,10 :981-992

10. 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(CCF-T1).2024

11. Hao Liu# , Xiangxian Li# , Wei Gai* , Yu Huang , Jingbo Zhou  and Chenglei Yang. Personalized User Interface Elements Recommendation System .Computer Graphics International(CCF-C).2022

12. 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(CCF-B).2022

13. 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 (CCF-A ACM Multimedia workshop).2021

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