Research shared with the wider scientific community.

@article{ZHENG2026109,
title = {Explicit spatial localization and task-adaptive balancing for remote sensing image-text retrieval},
journal = {ISPRS Journal of Photogrammetry and Remote Sensing},
volume = {241},
pages = {109-122},
year = {2026},
issn = {0924-2716},
doi = {https://doi.org/10.1016/j.isprsjprs.2026.08.022},
author = {Chengyu Zheng and Hanzhang Lu and Qianyu Shang and Yong Gao and Jie Nie and Shan Du},
}

@ARTICLE{11673296,
  author={Zheng, Chengyu and Lu, Hanzhang and Nie, Jie and Du, Shan},
  journal={IEEE Transactions on Multimedia}, 
  title={H-MoC: Hierarchical Mixture-of-Experts for Semantic- and Dispersion-Consistency in Remote Sensing Image-Text Retrieval}, 
  year={2026},
  volume={},
  number={},
  pages={1-11},
  doi={10.1109/TMM.2026.3729400}}

@inproceedings{chrit2026unequal,
  title={Unequal by Design: Instance-Aware and Cluster-Differentiated Universum Construction for Multi-View Contrastive Clustering},
  author={Chrit, Ghaith and Du, Shan},
  booktitle={2026 IEEE International Conference on Image Processing (ICIP)},
  pages={1--6},
  year={2026},
  month={September},
  publisher={IEEE},
  doi={10.1109/ICIP61757.2026.11630034},
  url={https://doi.org/10.1109/ICIP61757.2026.11630034}
}

@inproceedings{wu2026physgasfluid,
  title={PhysGasFluid: Physics-Guided Gaseous Fluid Flow Reconstruction},
  author={Wu, Keyi and Du, Shan},
  booktitle={2026 IEEE International Conference on Image Processing (ICIP)},
  pages={1--6},
  year={2026},
  organization={IEEE}
}

@misc{guo2026positionuniversalaestheticalignment,
  title={Position: Universal Aesthetic Alignment Narrows Artistic Expression},
  author={Wenqi Marshall Guo and Qingyun Qian and Khalad Hasan and Shan Du},
  year={2026},
  eprint={2512.11883},
  archivePrefix={arXiv},
  primaryClass={cs.CY},
  url={https://arxiv.org/abs/2512.11883}
}

@inproceedings{ICLR2026_86074507,
  author = {Guo, Wenqi and Du, Shan},
  booktitle = {International Conference on Learning Representations},
  editor = {C. Vondrick and B. Hariharan and C. Raffel and L. Pinto and D. Yang and A. Faust},
  pages = {83005--83018},
  title = {VSF: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip},
  url = {https://proceedings.iclr.cc/paper_files/paper/2026/file/8607450734c14f1e0e1c89d35e1a9218-Paper-Conference.pdf},
  volume = {2026},
  year = {2026}
}

@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{zheng2026trisim,
  title={TriSim: Tri-Dimensional Similarity Modeling with Extreme Value Theory for False-Negative Mitigation in Remote Sensing Image-Text Retrieval},
  author={Zheng, Chengyu and Lu, Hanzhang and Nie, Jie and Du, Shan},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={23944--23954},
  year={2026}
}

@article{Zhao2026JVLGS,
  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},
  url     = {https://doi.org/10.1007/s00371-026-04591-y}
}

@article{zheng2025frequency,
  title={Frequency-and spatial-domain saliency network for remote sensing cross-modal retrieval},
  author={Zheng, Chengyu and Nie, Jie and Yin, Bo and Li, Xiu and Qian, Yuntao and Wei, Zhiqiang},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={63},
  pages={1--13},
  year={2025},
  publisher={IEEE}
}

@article{zheng2025whole,
  title={Whole Semantic Sparse Coding Network for Remote Sensing Image-Text Retrieval},
  author={Zheng, Chengyu and Wen, Qi and Li, Xiu and Yang, Chenxue and Nie, Jie and Guo, Yiyun and Qian, Yuntao and Wei, Zhiqiang},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  year={2025},
  publisher={IEEE}
}

@inproceedings{yan2025estimating,
  title={Estimating Virtual Camera FOV to Reduce Perspective Shape Distortion in 2D-to-3D Face Reconstruction},
  author={Yan, Peizhi and Ward, Rabab and Tang, Qiang and Du, Shan},
  booktitle={2025 IEEE International Conference on Image Processing (ICIP)},
  pages={199--204},
  year={2025},
  organization={IEEE}
}

@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_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{zheng2025cross,
  title={Cross-modal progressive perspective matching network for remote sensing image-text retrieval},
  author={Zheng, Chengyu and Li, Xiu and Liang, Xinyue and Huang, Lei and Du, Shan and Nie, Jie and Dong, Junyu},
  journal={IEEE Transactions on Multimedia},
  volume={27},
  pages={3966--3978},
  year={2025},
  publisher={IEEE}
}

@article{zheng2024ssdt,
  title={SSDT: Scale-separation semantic decoupled transformer for semantic segmentation of remote sensing images},
  author={Zheng, Chengyu and Jiang, Yanru and Lv, Xiaowei and Nie, Jie and Liang, Xinyue and Wei, Zhiqiang},
  journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
  volume={17},
  pages={9037--9052},
  year={2024},
  publisher={IEEE}
}

@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}
}

@article{zheng2023high,
  title={High-order semantic decoupling network for remote sensing image semantic segmentation},
  author={Zheng, Chengyu and Nie, Jie and Wang, Zhaoxin and Song, Ning and Wang, Jingyu and Wei, Zhiqiang},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={61},
  pages={1--15},
  year={2023},
  publisher={IEEE}
}

@article{zheng2023scale,
  title={Scale-semantic joint decoupling network for image-text retrieval in remote sensing},
  author={Zheng, Chengyu and Song, Ning and Zhang, Ruoyu and Huang, Lei and Wei, Zhiqiang and Nie, Jie},
  journal={ACM Transactions on Multimedia Computing, Communications and Applications},
  volume={20},
  number={1},
  pages={1--20},
  year={2023},
  publisher={ACM New York, NY}
}

@article{nie2023cross,
  title={Cross-scale graph interaction network for semantic segmentation of remote sensing images},
  author={Nie, Jie and Huang, Lei and Zheng, Chengyu and Lv, Xiaowei and Wang, Rui},
  journal={ACM Transactions on Multimedia Computing, Communications and Applications},
  volume={19},
  number={6},
  pages={1--18},
  year={2023},
  publisher={ACM New York, NY}
}

@inproceedings{yan2023learning,
  title={Learning disentangled features for NERF-based face reconstruction},
  author={Yan, Peizhi and Ward, Rabab and Wang, Dan and Tang, Qiang and Du, Shan},
  booktitle={2023 IEEE International Conference on Image Processing (ICIP)},
  pages={1135--1139},
  year={2023},
  organization={IEEE}
}

@article{nie2022scale,
  title={Scale--relation joint decoupling network for remote sensing image semantic segmentation},
  author={Nie, Jie and Zheng, Chengyu and Wang, Chenglong and Zuo, Zijie and Lv, Xiaowei and Yu, Shusong and Wei, Zhiqiang},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={60},
  pages={1--12},
  year={2022},
  publisher={IEEE}
}

@inproceedings{yan2022neo,
  title={Neo-3df: Novel editing-oriented 3d face creation and reconstruction},
  author={Yan, Peizhi and Gregson, James and Tang, Qiang and Ward, Rabab and Xu, Zhan and Du, Shan},
  booktitle={Asian Conference on Computer Vision},
  pages={72--88},
  year={2022},
  organization={Springer}
}

@inproceedings{zheng2021imbalance,
  title={Imbalance satellite image colorization with semantic salience priors},
  author={Zheng, Chengyu and Fu, Yu and Zhao, Zian and Wang, Chenglong and Nie, Jie},
  booktitle={Twelfth International Conference on Graphics and Image Processing (ICGIP 2020)},
  volume={11720},
  pages={546--552},
  year={2021},
  organization={SPIE}
}

@inproceedings{fu2021small,
  title={Small object detection in complex large scale spatial image by concatenating srgan and multi-task wgan},
  author={Fu, Yu and Zheng, Chengyu and Yuan, Liyuan and Chen, Hao and Nie, Jie},
  booktitle={2021 7th International Conference on Big Data Computing and Communications (BigCom)},
  pages={196--203},
  year={2021},
  organization={IEEE}
}