Research shared with the wider scientific community.

@InProceedings{Guo_2026_AestheticAlignment,
  author    = {Guo, Wenqi Marshall and Qian, Qingyun and Hasan, Khalad and Du, Shan},
  title     = {Position: Universal Aesthetic Alignment Narrows Artistic Expression},
  booktitle = {Proceedings of the 43rd International Conference on Machine Learning},
  year      = {2026},
  note      = {Position Track Spotlight},
  url       = {https://openreview.net/forum?id=1gQ4zc1Q8I}
}

@InProceedings{Guo_2026_VSF,
  author    = {Guo, Wenqi and Du, Shan},
  title     = {{VSF}: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip},
  booktitle = {The Fourteenth International Conference on Learning Representations},
  year      = {2026},
  url       = {https://openreview.net/forum?id=W2NINfoVtN}
}

@InProceedings{Yan_2026_WACV,
  author    = {Yan, Peizhi and Ward, Rabab and Tang, Qiang and Du, Shan},
  title     = {ArchitectHead: Continuous Level of Detail Control for 3D Gaussian Head Avatars},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  month     = {March},
  year      = {2026},
  pages     = {1632--1642}
}

@InProceedings{Zheng_2026_CVPR,
  author    = {Zheng, Chengyu and Lu, Hanzhang and Nie, Jie and Du, Shan},
  title     = {TriSim: Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative Mitigation in Remote Sensing Image-Text Retrieval},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month     = {June},
  year      = {2026},
  pages     = {23944--23954}
}

@Article{Zhao_2026_JVLGS,
  author  = {Zhao, Xinlong and Pang, Qixiang and Du, Shan},
  title   = {JVLGS: Joint Vision--Language Gas Leak Segmentation},
  journal = {The Visual Computer},
  year    = {2026},
  volume  = {42},
  number  = {10},
  article = {428},
  doi     = {10.1007/s00371-026-04591-y}
}

@InProceedings{Guo_2025_CVPR,
  author    = {Guo, Wenqi and Du, Yiyang and Du, Shan},
  title     = {LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
  month     = {June},
  year      = {2025},
  pages     = {4529--4539}
}

@Article{Yan_2025_FaceStylization,
  author  = {Yan, Peizhi and Ward, Rabab K. and Tang, Qiang and Du, Shan},
  title   = {Neural 3D Face Shape Stylization Based on Single Style Template via Weakly Supervised Learning},
  journal = {IEEE Transactions on Visualization and Computer Graphics},
  year    = {2025},
  volume  = {31},
  number  = {10},
  pages   = {9522--9529},
  doi     = {10.1109/TVCG.2025.3573690}
}

@Article{Yan_2025_StyleMorpheus,
  author  = {Yan, Peizhi and Ward, Rabab K. and Wang, Dan and Tang, Qiang and Du, Shan},
  title   = {StyleMorpheus: Learning a StyleGAN-Based 3D-Aware Morphable Face Model with a Disentangled Style Space},
  journal = {Neurocomputing},
  year    = {2025},
  volume  = {654},
  pages   = {131329},
  doi     = {10.1016/j.neucom.2025.131329}
}

@InProceedings{Yan_2025_WACV,
  author    = {Yan, Peizhi and Ward, Rabab and Tang, Qiang and Du, Shan},
  title     = {Gaussian Deja-vu: Creating Controllable 3D Gaussian Head-Avatars with Enhanced Generalization and Personalization Abilities},
  booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV)},
  month     = {February},
  year      = {2025},
  pages     = {276--286}
}

@InProceedings{Zhao_2025_FGSTP,
  author    = {Zhao, Xinlong and Du, Shan},
  title     = {Fine-Grained Spatial-Temporal Perception for Gas Leak Segmentation},
  booktitle = {2025 IEEE International Conference on Image Processing (ICIP)},
  year      = {2025},
  pages     = {869--874},
  doi       = {10.1109/ICIP55913.2025.11084304}
}

@Article{Zheng_2025_CPPMN,
  author  = {Zheng, Chengyu and Li, Xiu and Liang, Xinyue and Huang, Lei and Du, Shan and Nie, Jie and Dong, Junyu},
  title   = {Cross-Modal Progressive Perspective Matching Network for Remote Sensing Image-Text Retrieval},
  journal = {IEEE Transactions on Multimedia},
  year    = {2025},
  volume  = {27},
  pages   = {3966--3978},
  doi     = {10.1109/TMM.2025.3535365}
}

@Article{Mehrdad_2024_SatelliteMethane,
  author         = {Mehrdad, Seyed Mostafa and Zhang, Bo and Guo, Wenqi and Du, Shan and Du, Ke},
  title          = {First Investigation of Long-Term Methane Emissions from Wastewater Treatment Using Satellite Remote Sensing},
  journal        = {Remote Sensing},
  year           = {2024},
  volume         = {16},
  number         = {23},
  article-number = {4422},
  doi            = {10.3390/rs16234422}
}

@InProceedings{Yan_2023_HeadNeRF,
  author    = {Yan, Peizhi and Ward, Rabab and Wang, Dan and Tang, Qiang and Du, Shan},
  title     = {Learning Disentangled Features for NeRF-Based Face Reconstruction},
  booktitle = {2023 IEEE International Conference on Image Processing (ICIP)},
  year      = {2023},
  pages     = {1135--1139},
  doi       = {10.1109/ICIP49359.2023.10222432}
}

@InProceedings{Yan_2022_NEO3DF,
  author    = {Yan, Peizhi and Gregson, James and Tang, Qiang and Ward, Rabab and Xu, Zhan and Du, Shan},
  title     = {NEO-3DF: Novel Editing-Oriented 3D Face Creation and Reconstruction},
  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
  year      = {2022},
  pages     = {486--502}
}