Publications

2024

1. Heliyon

   Predictive modelling of laser powder bed fusion of Fe-based nanocrystalline alloys based on experimental data using multiple linear regression analysis

   Merve G Özden, Xianyuan Liu, Tom J Wilkinson, and 2 more authors

   Heliyon, 2024

   Bib HTML

   @article{ozden2024predictive,
     title = {Predictive modelling of laser powder bed fusion of Fe-based nanocrystalline alloys based on experimental data using multiple linear regression analysis},
     author = {{\"O}zden, Merve G and Liu, Xianyuan and Wilkinson, Tom J and {\"U}st{\"u}n-Yavuz, Meryem S and Morley, Nicola A},
     journal = {Heliyon},
     volume = {10},
     number = {15},
     year = {2024},
     publisher = {Elsevier},
     doi = {10.1016/j.heliyon.2024.e35047},
   }

2. IEEE LGRS

   SOLO-Net: A sparser but wiser method for small object detection in remote-sensing images

   Mengqi Lei, and Xianyuan Liu

   IEEE Geoscience and Remote Sensing Letters, 2024

   Bib HTML

   @article{lei2024solonet,
     title = {SOLO-Net: A sparser but wiser method for small object detection in remote-sensing images},
     author = {Lei, Mengqi and Liu, Xianyuan},
     journal = {IEEE Geoscience and Remote Sensing Letters},
     volume = {21},
     pages = {1-5},
     year = {2024},
     publisher = {IEEE},
     doi = {10.1109/LGRS.2023.3337807},
   }

3. MICCAI

   Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection

   Mohammod NI Suvon, Prasun C Tripathi, Wenrui Fan, and 7 more authors

   In Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, (MICCAI 2024), 2024

   Bib HTML

   @inproceedings{suvon2024multimodal,
     title = {Multimodal Variational Autoencoder for Low-cost Cardiac Hemodynamics Instability Detection},
     author = {Suvon, Mohammod NI and Tripathi, Prasun C and Fan, Wenrui and Zhou, Shuo and Liu, Xianyuan and Alabed, Samer and Osmani, Venet and Swift, Andrew J and Chen, Chen and Lu, Haiping},
     booktitle = {Proceedings of the 27th International Conference on Medical Image Computing and Computer Assisted Intervention, (MICCAI 2024)},
     publisher = {Springer Nature Switzerland},
     pages = {296--306},
     year = {2024},
     doi = {10.1007/978-3-031-72378-0_28},
   }

4. IJCAI

   DVPE: Divided view position embedding for multi-view 3D object detection

   Jiasen Wang, Zhenglin Li, Ke Sun, and 2 more authors

   In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, (IJCAI 24), 2024

   Bib HTML Code

   @inproceedings{wang2024dvpe,
     title = {DVPE: Divided view position embedding for multi-view 3D object detection},
     author = {Wang, Jiasen and Li, Zhenglin and Sun, Ke and Liu, Xianyuan and Zhou, Yang},
     booktitle = {Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, (IJCAI 24)},
     pages = {6877-6885},
     year = {2024},
     doi = {10.24963/ijcai.2024/760},
   }

2023

1. Remote Sensing

   Infrared small-target detection based on background-suppression proximal gradient and GPU acceleration

   Xuying Hao, Xianyuan Liu, Yujia Liu, and 2 more authors

   Remote Sensing, 2023

   Bib HTML

   @article{hao2023infrared,
     title = {Infrared small-target detection based on background-suppression proximal gradient and GPU acceleration},
     author = {Hao, Xuying and Liu, Xianyuan and Liu, Yujia and Cui, Yi and Lei, Tao},
     journal = {Remote Sensing},
     volume = {15},
     number = {22},
     pages = {5424},
     year = {2023},
     publisher = {MDPI},
     doi = {10.3390/rs15225424},
   }

2. IEEE TCSVT

   First-person video domain adaptation with multi-scene cross-site datasets and attention-based methods

   Xianyuan Liu, Shuo Zhou, Tao Lei, and 3 more authors

   IEEE Transactions on Circuits and Systems for Video Technology, 2023

   Bib HTML Code

   @article{liu2023first,
     title = {First-person video domain adaptation with multi-scene cross-site datasets and attention-based methods},
     author = {Liu, Xianyuan and Zhou, Shuo and Lei, Tao and Jiang, Ping and Chen, Zhixiang and Lu, Haiping},
     journal = {IEEE Transactions on Circuits and Systems for Video Technology},
     volume = {33},
     number = {12},
     pages = {7774-7788},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/TCSVT.2023.3281671},
   }

3. IEEE TGRS

   Single-frame infrared small target detection by high local variance, low-rank and sparse decomposition

   Yujia Liu, Xianyuan Liu, Xuying Hao, and 3 more authors

   IEEE Transactions on Geoscience and Remote Sensing, 2023

   Bib HTML

   @article{liu2023single,
     title = {Single-frame infrared small target detection by high local variance, low-rank and sparse decomposition},
     author = {Liu, Yujia and Liu, Xianyuan and Hao, Xuying and Tang, Wei and Zhang, Sanxing and Lei, Tao},
     journal = {IEEE Transactions on Geoscience and Remote Sensing},
     volume = {61},
     number = {},
     pages = {1-17},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/TGRS.2023.3291435},
   }

4. Remote Sensing

   Text semantic fusion relation graph reasoning for few-shot object detection on remote sensing images

   Sanxing Zhang, Fei Song, Xianyuan Liu, and 4 more authors

   Remote Sensing, 2023

   Bib HTML

   @article{zhang2023text,
     title = {Text semantic fusion relation graph reasoning for few-shot object detection on remote sensing images},
     author = {Zhang, Sanxing and Song, Fei and Liu, Xianyuan and Hao, Xuying and Liu, Yujia and Lei, Tao and Jiang, Ping},
     journal = {Remote Sensing},
     volume = {15},
     number = {5},
     pages = {1187},
     year = {2023},
     publisher = {MDPI},
     doi = {10.3390/rs15051187},
   }

5. ISPP

   Cascade attentional fusion for unsupervised domain adaptation on multi-modal egocentric video analysis

   Xianyuan Liu, Sanxing Zhang, Tao Lei, and 1 more author

   In SPIE 2nd International Conference on Image, Signal Processing and Pattern Recognition, 2023

   Bib HTML

   @inproceedings{liu2022Cascade,
     title = {Cascade attentional fusion for unsupervised domain adaptation on multi-modal egocentric video analysis},
     author = {Liu, Xianyuan and Zhang, Sanxing and Lei, Tao and Jiang, Ping},
     booktitle = {SPIE 2nd International Conference on Image, Signal Processing and Pattern Recognition},
     volume = {12707},
     pages = {127070K},
     year = {2023},
     publisher = {SPIE},
     doi = {10.1117/12.2680951},
   }

6. ITNEC

   Fine-grained egocentric action recognition with multi-modal unsupervised domain adaptation

   Xianyuan Liu, Tao Lei, and Ping Jiang

   In IEEE 6th Information Technology, Networking, Electronic and Automation Control Conference, 2023

   Bib HTML

   @inproceedings{liu2022Finegrained,
     title = {Fine-grained egocentric action recognition with multi-modal unsupervised domain adaptation},
     author = {Liu, Xianyuan and Lei, Tao and Jiang, Ping},
     booktitle = {IEEE 6th Information Technology, Networking, Electronic and Automation Control Conference},
     volume = {6},
     pages = {84-90},
     year = {2023},
     publisher = {IEEE},
     doi = {10.1109/ITNEC56291.2023.10082267},
   }

7. DSInS

   Remote sensing image registration of disaster-affected areas based on deep learning feature matching

   Qiang Chen, Fei Song, Xianyuan Liu, and 3 more authors

   In SPIE 2nd International Conference on Digital Society and Intelligent Systems, 2023

   Bib HTML

   @inproceedings{chen2023remote,
     title = {Remote sensing image registration of disaster-affected areas based on deep learning feature matching},
     author = {Chen, Qiang and Song, Fei and Liu, Xianyuan and Zhang, Sanxing and Lei, Tao and Jiang, Ping},
     booktitle = {SPIE 2nd International Conference on Digital Society and Intelligent Systems},
     volume = {12599},
     pages = {596-604},
     year = {2023},
     publisher = {SPIE},
     doi = {10.1117/12.2673374},
   }

2022

1. CIKM

   PyKale: Knowledge-aware machine learning from multiple sources in Python

   Haiping Lu, Xianyuan Liu, Robert Turner, and 5 more authors

   In Proceedings of the 31st ACM International Conference on Information and Knowledge Management, 2022

   Bib HTML Code

   @inproceedings{lu2021pykale,
     title = {PyKale: Knowledge-aware machine learning from multiple sources in Python},
     author = {Lu, Haiping and Liu, Xianyuan and Turner, Robert and Bai, Peizhen and Koot, Raivo E and Zhou, Shuo and Chasmai, Mustafa and Schobs, Lawrence},
     booktitle = {Proceedings of the 31st ACM International Conference on Information and Knowledge Management},
     year = {2022},
     doi = {10.1145/3511808.3557676},
   }

2018

1. Applied Sciences

   Temporal modeling on multi-temporal-scale spatiotemporal atoms for action recognition

   Guangle Yao, Tao Lei, Xianyuan Liu, and 1 more author

   Applied Sciences, 2018

   Bib HTML

   @article{yao2018temporalmodel,
     title = {Temporal modeling on multi-temporal-scale spatiotemporal atoms for action recognition},
     author = {Yao, Guangle and Lei, Tao and Liu, Xianyuan and Jiang, Ping},
     journal = {Applied Sciences},
     volume = {8},
     number = {10},
     pages = {1835},
     year = {2018},
     publisher = {MDPI},
     doi = {10.3390/app8101835},
   }

2. Applied Sciences

   Temporal action detection in untrimmed videos from fine to coarse granularity

   Guangle Yao, Tao Lei, Xianyuan Liu, and 1 more author

   Applied Sciences, 2018

   Bib HTML

   @article{yao2018temporal,
     title = {Temporal action detection in untrimmed videos from fine to coarse granularity},
     author = {Yao, Guangle and Lei, Tao and Liu, Xianyuan and Jiang, Ping},
     journal = {Applied Sciences},
     volume = {8},
     number = {10},
     pages = {1924},
     year = {2018},
     publisher = {MDPI},
     doi = {10.3390/app8101924},
   }

3. ICRCA

   Action recognition with 3D ConvNet-GRU architecture

   Guangle Yao, Xianyuan Liu, and Tao Lei

   In Proceedings of the 3rd International Conference on Robotics, Control and Automation, 2018

   Bib HTML

   @inproceedings{yao2018action,
     title = {Action recognition with 3D ConvNet-GRU architecture},
     author = {Yao, Guangle and Liu, Xianyuan and Lei, Tao},
     booktitle = {Proceedings of the 3rd International Conference on Robotics, Control and Automation},
     pages = {208--213},
     year = {2018},
     doi = {10.1145/3265639.3265672},
   }

4. ICUIC

   Constructing hierarchical spatiotemporal information for action recognition

   Guangle Yao, Jiandan Zhong, Tao Lei, and 1 more author

   In IEEE 15th International Conference on Ubiquitous Intelligence and Computing, 2018

   Bib HTML

   @inproceedings{yao2018constructing,
     title = {Constructing hierarchical spatiotemporal information for action recognition},
     author = {Yao, Guangle and Zhong, Jiandan and Lei, Tao and Liu, Xianyuan},
     booktitle = {IEEE 15th International Conference on Ubiquitous Intelligence and Computing},
     pages = {596--602},
     year = {2018},
     doi = {10.1109/SmartWorld.2018.00123},
   }