@article{li2026memory,
  title = {Memory-Efficient Full-Volume Inference for Large-Scale 3D Dense Prediction without Performance Degradation},
  author = {Jintao Li and Xinming Wu},
  journal = {Communications Engineering},
  year = {2026},
  volume = {5},
  pages = {20},
  doi = {10.1038/s44172-025-00576-2},
  url = {https://doi.org/10.1038/s44172-025-00576-2}
}

@article{li2026sr_tip,
  title = {High-Fidelity Seismic Super-Resolution Using Prior-Informed Deep Learning with 3D Awareness},
  author = {Jintao Li and Xinming Wu and Xianwen Zhang and Xin Du and Xiaoming Sun and Bao Deng and Guangyu Wang},
  journal = {IEEE Transactions on Image Processing},
  year = {2026},
  volume = {35},
  pages = {2152-2166},
  url = {https://ieeexplore.ieee.org/document/11399639}
}

@misc{dou2026gem,
  title = {Geological Everything Model 3D: A Promptable Foundation Model for Unified and Zero-Shot Subsurface Understanding},
  author = {Yimin Dou and Xinming Wu and Nathan L. Bangs and Harpreet Singh Sethi and Jintao Li and Hang Gao and Zhixiang Guo},
  year = {2026},
  eprint = {2507.00419},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.00419}
}

@article{gao2026clinothems,
  title = {Massive-scale unlabeled field and labeled synthetic seismic datasets of global shelf-edge clinothems},
  author = {Hui Gao and Xinming Wu and Jintao Li and Xiaoming Sun and Jiarun Yang},
  journal = {Geophysical Journal International},
  year = {2026},
  pages = {ggag295},
  doi = {10.1093/gji/ggag295},
  url = {https://doi.org/10.1093/gji/ggag295}
}

@misc{han2026diffusion,
  title = {A Universal Diffusion Regularizer for Geophysical Inversion},
  author = {Long Han and Xinming Wu and Xiaoming Sun and Jintao Li and Yimin Dou},
  year = {2026},
  note = {Submitted}
}

@misc{li2026filark,
  title = {FiLark: a streaming-first software framework for end-to-end exploration, annotation, and algorithm integration in distributed acoustic sensing},
  author = {Jintao Li and Weichang Li and Kai Tong and Xaingyu Guo},
  year = {2026},
  eprint = {2605.20132},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.20132}
}

@misc{sheng2026fm,
  title = {On the Workflow, Opportunities and Challenges of Developing Foundation Model in Geophysics},
  author = {Hanlin Sheng and Xinming Wu and Hang Gao and Haibin Di and Sergey Fomel and Jintao Li and Xu Si},
  year = {2026},
  eprint = {2504.17384},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.17384}
}

@article{wang2026reflectivity,
  title = {Deep Learning-based Seismic Reflectivity Estimation by Pre-training on Labeled Synthetic Data and Physics-guided Fine-tuning in Field Data},
  author = {Yuting Wang and Jintao Li and Xiaoming Sun and Xinming Wu},
  journal = {Geophysical Journal International},
  year = {2026},
  pages = {ggag317},
  doi = {10.1093/gji/ggag317},
  url = {https://doi.org/10.1093/gji/ggag317}
}

@article{li2025cigvis,
  title = {CIGVis: An Open-Source Python Tool for Real-Time Interactive Visualization of Multidimensional Geophysical Data},
  author = {Jintao Li and Yunzhi Shi and Xinming Wu},
  journal = {Geophysics},
  year = {2025},
  volume = {90},
  number = {1},
  pages = {F1-F10},
  doi = {10.1190/geo2024-0041.1},
  url = {https://library.seg.org/doi/abs/10.1190/geo2024-0041.1}
}

@article{sheng2025sfm,
  title = {Seismic Foundation Model: A Next Generation Deep-Learning Model in Geophysics},
  author = {Hanlin Sheng and Xinming Wu and Xu Si and Jintao Li and Sibo Zhang and Xudong Duan},
  journal = {Geophysics},
  year = {2025},
  volume = {90},
  number = {2},
  pages = {IM59-IM79},
  doi = {10.1190/geo2024-0262.1},
  url = {https://library.seg.org/doi/abs/10.1190/geo2024-0262.1}
}

@article{han2024mamcl,
  title = {MAMCL: Multi-Attributes Masking Contrastive Learning for Explainable Seismic Facies Analysis},
  author = {Long Han and Xinming Wu and Zhanxuan Hu and Jintao Li and Huijing Fang},
  journal = {Computers \& Geosciences},
  year = {2024},
  volume = {193},
  pages = {105731},
  url = {https://www.sciencedirect.com/science/article/abs/pii/S0098300424002140}
}

@inproceedings{li2024cigvis_eage,
  title = {CIGVis: An Open-Source Python Tool for Real-Time Interactive Visualization of Multidimensional Geophysical Data},
  author = {Jintao Li and Yunzhi Shi and Xinming Wu},
  booktitle = {85th EAGE Annual Conference \& Exhibition},
  year = {2024},
  doi = {10.3997/2214-4609.2024101065},
  url = {https://www.earthdoc.org/content/papers/10.3997/2214-4609.2024101065}
}

@inproceedings{sheng2024sfm_eage,
  title = {Seismic Foundation Model (SFM): All-Purpose Feature Extraction from Seismic Data for Diverse Geophysical Applications},
  author = {Hanlin Sheng and Xinming Wu and Xu Si and Jintao Li and Sibo Zhang and Xudong Duan},
  booktitle = {85th EAGE Annual Conference \& Exhibition},
  year = {2024},
  doi = {10.3997/2214-4609.202410133},
  url = {https://www.earthdoc.org/content/papers/10.3997/2214-4609.202410133}
}

@inproceedings{si2024agu,
  title = {Tuning into Earth's Voice: Leveraging Large Language Models for Earthquake Detection},
  author = {Xu Si and Xinming Wu and Jintao Li and Xin Cui and Hanlin Sheng and Hang Gao and Zefeng Li and Zhigang Peng},
  booktitle = {AGU Fall Meeting Abstracts},
  year = {2024},
  url = {https://ui.adsabs.harvard.edu/abs/2024AGUFMS11B.3384S/abstract}
}

@article{li2023facies,
  title = {Unsupervised Contrastive Learning for Seismic Facies Characterization},
  author = {Jintao Li and Xinming Wu and Yueming Ye and Cun Yang and Zhanxuan Hu and Xiaoming Sun and Tao Zhao},
  journal = {Geophysics},
  year = {2023},
  volume = {88},
  number = {1},
  pages = {WA81-WA89},
  doi = {10.1190/geo2022-0148.1},
  url = {https://library.seg.org/doi/10.1190/geo2022-0148.1}
}

@article{li2022sr_tgrs,
  title = {Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising},
  author = {Jintao Li and Xinming Wu and Zhanxuan Hu},
  journal = {IEEE Transactions on Geoscience and Remote Sensing},
  year = {2022},
  volume = {60},
  pages = {1-11},
  url = {https://ieeexplore.ieee.org/document/9364884/}
}

@inproceedings{li2020seg_sr,
  title = {Deep Learning for Simultaneous Seismic Super-Resolution and Denoising},
  author = {Jintao Li and Xinming Wu and Zhanxuan Hu},
  booktitle = {SEG International Exposition and Annual Meeting},
  year = {2020},
  doi = {10.1190/segam2020-3426412.1},
  url = {https://library.seg.org/doi/10.1190/segam2020-3426412.1}
}