| 2025 | AAAI | A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. | Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang |
| 2025 | ICLR | A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations. | Naveen Gupta, Medha Sawhney, Arka Daw, Youzuo Lin, Anuj Karpatne |
| 2025 | ICML | Exploring Invariance in Images through One-way Wave Equations. | Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Yinan Feng, Youzuo Lin, Lu Yuan, Zicheng Liu |
| 2024 | DAC | QuGeo: An End-to-end Quantum Learning Framework for Geoscience - A Case Study on Full-Waveform Inversion. | Weiwen Jiang, Youzuo Lin |
| 2024 | DAC | EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. | Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang |
| 2024 | ICML | Auto-Linear Phenomenon in Subsurface Imaging. | Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Youzuo Lin |
| 2024 | MICCAI | APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. | Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang |
| 2024 | QCE | Towards a Quantum Algorithm for the Incompressible Nonlinear Navier-Stokes Equations. | Muralikrishnan Gopalakrishnan Meena, Yu Zhang, Weiwen Jiang, Youzuo Lin, Stefanie Gnther, Xinfeng Gao |
| 2023 | DAC | Battle Against Fluctuating Quantum Noise: Compression-Aided Framework to Enable Robust Quantum Neural Network. | Zhirui Hu, Youzuo Lin, Qiang Guan, Weiwen Jiang |
| 2022 | ICCAD | Quantum Neural Network Compression. | Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang |
| 2022 | ICLR | Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. | Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin |
| 2022 | ICML | An Intriguing Property of Geophysics Inversion. | Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin |
| 2020 | SC | How Good Is Your Scientific Data Generative Model? | Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan |
| 2019 | ICASSP | Adaptive Filtering for Event Recognition from Noisy Signal: an Application to Earthquake Detection. | Zhongping Zhang, Youzuo Lin, Zheng Zhou, Tianlang Chen |
| 2019 | WACV | VelocityGAN: Subsurface Velocity Image Estimation Using Conditional Adversarial Networks. | Zhongping Zhang, Yue Wu, Zheng Zhou, Youzuo Lin |
| 2017 | ICDM | Multiple Queries of Information Retrieval Using Krylov Subspace Method. | Youzuo Lin |
| 2017 | ICIP | ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding. | Youzuo Lin, Brendt Wohlberg, Velimir V. Vesselinov |