Luojun Lin (林洛君)

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Assistant Professor
Cognitive Systems and Information Processing Group,
Department of Computer Science,
Fuzhou University,
No.2 Wulong River North Road, University Town, Fuzhou, Fujian
Postcode: 350108
Email: ljlin@fzu.edu.cn OR linluojun2009@126.com

[Google Scholar] [GitHub] [My Group GitHub]

About me

I am currently an assistant professor at Fuzhou University. I've received the bachelor degree from Yunnan University in 2014, and the PhD degree (supervised by Prof. Lianwen Jin) from South China University of Technology in 2020. I joined the Department of Computer Science of Fuzhou University in 2020.

My research area is deep learning and computer vision, with special interests in self-supervised learning, unsupervised domain adaptation, domain generalization, and face affective computing.

Publications (* represents corresponding author)


Semi-Supervised Domain Generalization with Evolving Intermediate Domain
Luojun Lin, Han Xie, Zhishu Sun, Weijie Chen, Wenxi Liu, Yuanlong Yu, Lei Zhang
Pattern Recognition, 2024. (CCF-B journal)
Paper |  Code |
Adapt Anything: Tailor Any Image Classifiers across Domains And Categories Using Text-to-Image Diffusion Models
Weijie Chen, Haoyu Wang, Shicai Yang, Lei Zhang, Wei Wei, Yanning Zhang, Luojun Lin*, Di Xie*, Yueting Zhuang*
IEEE Transactions on Big Data, 2024. (JCR Q1 journal)
Paper |
Learning Feature Alignment across Attribute Domains for Improving Facial Beauty Prediction
Zhishu Sun, Luojun Lin*, Yuanlong Yu, Lianwen Jin
Expert Systems with Applications, 2024. (JCR Q1 journal)
Paper |
Parameter Exchange for Robust Dynamic Domain Generalization
Luojun Lin, Zhifeng Shen, Zhishu Sun, Yuanlong Yu, Lei Zhang, Weijie Chen
ACM Multimedia (MM), 2023. (CCF-A conference)
Paper |  Code |
MetaFBP: Learning to Learn High-Order Predictor for Personalized Facial Beauty Prediction
Luojun Lin, Zhifeng Shen, Jia-Li Yin, Qipeng Liu, Yuanlong Yu, Weijie Chen
ACM Multimedia (MM), 2023. (CCF-A conference)
Paper |  Code |
A Multiple Prediction Mechanisms Ensemble for Complex Remote Sensing Scenes
Qifeng Lin+, Luojun Lin+, Yuanlong Yu, Gang Fu (+ co-first authors)
ACM Multimedia (MM), 2023. (CCF-A conference)
Paper |
Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification
Yunyi Xuan, Weijie Chen, Shicai Yang, Di Xie, Luojun Lin, Yueting Zhuang
ACM Multimedia (MM), 2023. (CCF-A conference)
Paper |
Periodically Exchange Teacher-Student for Source-Free Object Detection
Qipeng Liu, Luojun Lin*, Zhifeng Shen, Zhifeng Yang
International Conference on Computer Vision (ICCV), 2023. (CCF-A conference)
Paper |
Better Together: Data-Free Multi-Student Coevolved Distillation
Weijie Chen, Yunyi Xuan, Shicai Yang, Di Xie, Luojun Lin*, Yueting Zhuang*
Knowledge-Based Systems, 2023. (JCR Q1 journal)
Paper |
Unsupervised Prompt Tuning for Text-Driven Object Detection
Weizhen He, Weijie Chen, Binbin Chen, Shicai Yang, Di Xie, Luojun Lin, Donglian Qi, Yueting Zhuang
International Conference on Computer Vision (ICCV), 2023. (CCF-A conference)
Paper |
FBPFormer: Dynamic Convolutional Transformer for Global-Local-Contexual Facial Beauty Prediction
Qipeng Liu, Luojun Lin*, Zhifeng Shen, Yuanlong Yu
International Conference on Artificial Neural Networks, 2023. (CCF-C conference)
Paper |

Run and Chase: Towards Accurate Source-Free Domain Adaptive Object Detection
Luojun Lin, Zhifeng Yang, Qipeng Liu, Yuanlong Yu*, Qifeng Lin*
IEEE International Conference on Multimedia & Expo (ICME) , 2023. (CCF-B conference)
Paper |

Adapt then Generalize: A Simple Two-Stage Framework for Semi-Supervised Domain Generalization
Han Xie, Zhifeng Shen, Shicai Yang, Weijie Chen, Luojun Lin*
IEEE International Conference on Multimedia & Expo (ICME), 2023. (CCF-B conference)
Paper |

Customized Face Beautification
Wang Chen, PeiZhen Chen, Weijie Chen, Luojun Lin*
IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP), 2023. (CCF-B conference)
Paper |

Dynamic Domain Generalization
Zhishu Sun, Zhifeng Shen, Luojun Lin*, Yuanlong Yu, Zhifeng Yang, Shicai Yang, Weijie Chen
International Joint Conference on Artificial Intelligence (IJCAI), 2022. (CCF-A conference)
Paper |  Code |

Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation
Weijie Chen+, Luojun Lin+, Shicai Yang, Di Xie, Shiliang Pu, Yueting Zhuang (+ co-first authors)
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022. (CCF-C conference)
Paper |  Code |

Slimmable Domain Adaptation
Rang Meng, Weijie Chen, Shicai Yang, Jie Song, Luojun Lin, Di Xie, Shiliang Pu, Xinchao Wang, Mingli Song, Yueting Zhuang
Computer Vision and Pattern Recognition (CVPR), 2022. (CCF-A conference)
Paper |  Code |  Supplementary

SynSig2Vec: Forgery-Free Learning of Dynamic Signature Representations by Sigma Lognormal-Based Synthesis and 1D CNN
Songxuan Lai , Lianwen Jin , Yecheng Zhu, Zhe Li, and Luojun Lin
IEEE Transactions on Pattern Analysis and Machine Learning (TPAMI), 2021. (CCF-A journal)
Paper |  Code |

SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification
Songxuan Lai, Lianwen Jin, Luojun Lin, Yecheng Zhu, Huiyun Mao
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2020. (CCF-A conference)
Paper |  Code |

Unsupervised Image Classification for Deep Representation Learning
Weijie Chen, Shiliang Pu, Di Xie, Shicai Yang, Yilu Guo, Luojun Lin
European Conference on Computer Vision (ECCV), 2020. (CCF-B conference)
Paper |  Code |

Attribute-Aware Convolutional Neural Networks for Facial Beauty Prediction.
Luojun Lin, Lingyu Liang, Lianwen Jin, Weijie Chen
International Joint Conference on Artificial Intelligence (IJCAI), 2019. (CCF-A conference)
Paper |  Code |

Regression Guided by Relative Ranking Using Convolutional Neural Network (R3CNN) for Facial Beauty Prediction
Luojun Lin, Lingyu Liang, Lianwen Jin
IEEE Transactions on Affective Computing (TAFFC), 2019. (CCF-B journal)
Paper |  Code |

R2-ResNeXt: A ResNeXt-Based Regression Model with Relative Ranking for Facial Beauty Prediction
Luojun Lin, Lingyu Liang, Lianwen Jin
International Conference on Pattern Recognition (ICPR), 2018. (CCF-C conference)
Paper |  Code |

SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction
Lingyu Liang; Luojun Lin; Lianwen Jin; Duorui Xie; Mengru Li
International Conference on Pattern Recognition (ICPR), 2018. (CCF-C conference)
Paper |  Dataset |