论文

2025

1. 

   MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining

   Shanglin Liu, Jianming Lv, Jingdan Kang, and 3 more authors

   In Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), Jun 2025

   Bib PDF

   @inproceedings{Liu_2025_CVPR,
     author = {Liu, Shanglin and Lv, Jianming and Kang, Jingdan and Zhang, Huaidong and Liang, Zequan and He, Shengfeng},
     title = {MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining},
     booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR)},
     month = jun,
     year = {2025},
     pages = {5092-5101},
   }

2. 

   FS-Diff: Semantic guidance and clarity-aware simultaneous multimodal image fusion and super-resolution

   Yuchan Jie, Yushen Xu, Xiaosong Li, and 3 more authors

   Information Fusion, Sep 2025

   DOI PDF

2021

1. 

   Differentiated Learning for Multi-Modal Domain Adaptation

   Jianming Lv, Kaijie Liu, and Shengfeng He

   In Proceedings of the 29th ACM International Conference on Multimedia, Sep 2021

   DOI Bib

   @inproceedings{Differentiated2021,
     author = {Lv, Jianming and Liu, Kaijie and He, Shengfeng},
     title = {Differentiated Learning for Multi-Modal Domain Adaptation},
     year = {2021},
     isbn = {9781450386517},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3474085.3475660},
     doi = {10.1145/3474085.3475660},
     booktitle = {Proceedings of the 29th ACM International Conference on Multimedia},
     pages = {1322–1330},
     numpages = {9},
     keywords = {multi-modal analysis, domain adaptation, differentiated learning},
     series = {MM '21},
   }

2. 

   Adversarial caching training: Unsupervised inductive network representation learning on large-scale graphs

   Junyang Chen, Zhiguo Gong, Wei Wang, and 6 more authors

   IEEE Transactions on Neural Networks and Learning Systems, Sep 2021

   Bib PDF

   @article{chen2021adversarial,
     title = {Adversarial caching training: Unsupervised inductive network representation learning on large-scale graphs},
     author = {Chen, Junyang and Gong, Zhiguo and Wang, Wei and Wang, Cong and Xu, Zhenghua and Lv, Jianming and Li, Xueliang and Wu, Kaishun and Liu, Weiwen},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     volume = {33},
     number = {12},
     pages = {7079--7090},
     year = {2021},
     publisher = {IEEE},
   }