师资队伍

副教授
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陈穆林 副教授
 

个人简介

     

陈穆林：副教授

学术主页：[谷歌学术] | [DBLP]

研究方向：多模态认知计算、图数据分析

联系地址：陕西省西安市碑林区友谊西路127号西北工业大学64信箱

邮政编码：710072

电子邮箱：chenmulin001 AT gmail.com

 

教育背景

2016-2019西北工业大学计算机科学与技术博士
2014-2016西北工业大学计算机科学与技术硕士
2010-2014西北工业大学软件工程学士
 

代表工作

  1. B. Wang, C. Zeng, M. Chen*, and X. Li, “Towards Learnable Anchor for Deep Multi-View Clustering,” AAAI (CCF A), in press, 2025.

  2. M. Chen, Y. Wang, and X. Li, “PIMG: Progressive Image-to-Music Generation with Contrastive Diffusion Models,” IEEE T-MM (SCI一区, IF: 8.4), in press, 2025.

  3. Y. Wang, M. Chen*, and X. Li*, “Continuous Emotion-Based Image-to-Music Generation,” IEEE T-MM (SCI一区, IF: 8.4), vol. 26, pp. 5670-5679, 2025.

  4. M. Chen, B. Wang, and X. Li, “Deep Contrastive Graph Learning with Clustering-Oriented Guidance,” AAAI (CCF A), pp. 11364-11372, 2024.

  5. B. Wang, M. Chen*, and X. Li, “Robust Subcluster Search and Mergence Clustering,” IEEE T-CYB (SCI一区, IF: 11.079), vol. 54, no. 12, pp. 7616-7628, 2024.

  6. H. Huang, X. Qiao, Z. Chen, H. Chen, B. Li, Z. Sun, M. Chen*, and X. Li*, “Crest: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning,” ACM MM (CCF A), pp. 5181-5190, 2024.

  7. Ying Yang#, M. Chen#, and X. Li, “A Multitask Framework for Graffiti-to-Image Translation,” ACM MM (CCF A), pp. 4908-4916, 2023.

  8. M. Chen, M. Gong, and X. Li, “Feature Weighted Non-Negative Matrix Factorization,” IEEE T-CYB (SCI一区, IF: 11.079), vol. 53, no. 2, pp. 1093-1105, 2023.

  9. M. Chen, and X. Li, “Entropy Minimizing Matrix Factorization,” IEEE T-NNLS (SCI一区, IF: 8.793), vol. 34, no. 11, pp. 9209-9222, 2022.

  10. X. Li, Q. Wang, F. Nie, and M. Chen*, “Locality Adaptive Discriminant Analysis Framework,” IEEE T-CYB (SCI一区, IF: 11.079), vol. 52, no. 8, pp. 7291-7302, 2022.

  11. M. Chen, and X. Li, “Concept Factorization With Local Centroids,” IEEE T-NNLS (SCI一区, IF: 8.793), vol. 32, no.11, pp. 5247-5253, 2021.

  12. M. Chen, and X. Li, “Robust Matrix Factorization With Spectral Embedding,” IEEE T-NNLS (SCI一区, IF: 8.793), vol. 32, no. 12, pp. 5698-5707, 2021.

  13. Q. Wang, M. Chen, F. Nie, and X. Li, “Detecting Coherent Groups in Crowd Scenes by Multiview Clustering,” IEEE T-PAMI (SCI一区, IF: 17.861), vol. 42, no. 1, pp. 46-58, 2020.

  14. X. Li, M. Chen, and Q. Wang, “Self-Tuned Discrimination-Aware Method for Unsupervised Feature Selection,” IEEE T-NNLS (SCI一区, IF: 8.793), vol. 30, no. 8, pp. 2275-2284, 2019.

  15. X. Li, M. Chen, F. Nie, and Q. Wang, “A Multiview-Based Parameter Free Framework for Group Detection,” AAAI (CCF A), pp. 4147-4153, 2017.

[更多文章]  
 

科研项目

  • 国家自然科学基金委青年科学基金项目[C类], 主持

  • 科技创新2030—“新一代人工智能”重大项目子课题, 主持

  • 中国博士后基金会特别资助, 主持

 

荣誉与奖励

  • 陕西省“三秦英才特殊支持计划”青年拔尖人才, 2024

  • 陕西省优秀博士学位论文奖, 2022

  • 中国计算机学会优秀博士学位论文奖提名, 2020

 

学术服务

  • 程序委员会委员：AAAI, IJCAI，CVPR, ECCV等

  • 期刊、会议审稿人：T-NNLS, T-CYB, T-KDE, T-IP等

 

招生信息

欢迎性格开朗、有自驱力的同学加入团队，联系邮箱：chenmulin001 AT gmail.com

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