Youzuo Lin

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 59

Top Topics

Efficient Inference

Event Detection

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Computational Imaging

Publications

Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang
A Physics-guided Generative AI Toolkit for Geophysical Monitoring. CoRR (2024)
Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. CoRR (2024)
Luke Lozenski, Hanchen Wang, Fu Li, Mark A. Anastasio, Brendt Wohlberg, Youzuo Lin, Umberto Villa
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography. IEEE Trans. Computational Imaging 10 (2024)
Yi Sheng, Junhuan Yang, Youzuo Lin, Weiwen Jiang, Lei Yang
Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. ACM Great Lakes Symposium on VLSI (2024)
Junhuan Yang, Yi Sheng, Yuzhou Zhang, Hanchen Wang, Youzuo Lin, Lei Yang
Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography. ACM Great Lakes Symposium on VLSI (2024)
Daniel Manu, Youzuo Lin, Jingjing Yao, Zhirun Li, Xiang Sun
Enhancing IoT Security with Asynchronous Federated Learning for Seismic Inversion. ICC Workshops (2024)
Shengyu Chen, Shihang Feng, Yao Huang, Zhou Lei, Xiaowei Jia, Youzuo Lin, Estaben Rougier
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation. CoRR (2023)
Zhirui Hu, Youzuo Lin, Qiang Guan, Weiwen Jiang
Battle Against Fluctuating Quantum Noise: Compression-Aided Framework to Enable Robust Quantum Neural Network. DAC (2023)
Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin
: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. NeurIPS (2023)
Antonio R. Paiva, Weichang Li, Chris A. Mattmann, Youzuo Lin, Maarten V. de Hoop
Guest Editorial Special Issue on Deep Learning for Earth and Planetary Geosciences. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Shihang Feng, Hanchen Wang, Chengyuan Deng, Yinan Feng, Yanhua Liu, Min Zhu, Peng Jin, Yinpeng Chen, Youzuo Lin
: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. CoRR (2023)
Peng Jin, Yinan Feng, Shihang Feng, Hanchen Wang, Yinpeng Chen, Benjamin Consolvo, Zicheng Liu, Youzuo Lin
Does Full Waveform Inversion Benefit from Big Data? CoRR (2023)
Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Guided Data-Driven Seismic Inversion: Recent progress and future opportunities in full-waveform inversion. IEEE Signal Process. Mag. 40 (1) (2023)
Yinan Feng, Yinpeng Chen, Peng Jin, Shihang Feng, Zicheng Liu, Youzuo Lin
Simplifying Full Waveform Inversion via Domain-Independent Self-Supervised Learning. CoRR (2023)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
Image is First-order Norm+Linear Autoregressive. CoRR (2023)
Zhepeng Wang, Isaacshubhanand Putla, Weiwen Jiang, Youzuo Lin
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices. CoRR (2023)
Bian Li, Hanchen Wang, Shihang Feng, Xiu Yang, Youzuo Lin
Solving Seismic Wave Equations on Variable Velocity Models With Fourier Neural Operator. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Congcong Yuan, Yiyu Ni, Youzuo Lin, Marine Denolle
Better Together: Ensemble Learning for Earthquake Detection and Phase Picking. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Min Zhu, Shihang Feng, Youzuo Lin, Lu Lu
Fourier-DeepONet: Fourier-enhanced deep operator networks for full waveform inversion with improved accuracy, generalizability, and robustness. CoRR (2023)
Yinpeng Chen, Dongdong Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
On the Hidden Waves of Image. CoRR (2023)
Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Consistent Data-Driven Waveform Inversion With Adaptive Data Augmentation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Youzuo Lin
Self-Supervised Learning based on Heat Equation. CoRR (2022)
Daniel Manu, Petro Mushidi Tshakwanda, Youzuo Lin, Weiwen Jiang, Lei Yang
Seismic Waveform Inversion Capability on Resource-Constrained Edge Devices. J. Imaging 8 (12) (2022)
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. ICLR (2022)
Chengyuan Deng, Shihang Feng, Hanchen Wang, Xitong Zhang, Peng Jin, Yinan Feng, Qili Zeng, Yinpeng Chen, Youzuo Lin
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion. NeurIPS (2022)
Shihang Feng, Youzuo Lin, Brendt Wohlberg
Multiscale Data-Driven Seismic Full-Waveform Inversion With Field Data Study. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin
An Intriguing Property of Geophysics Inversion. CoRR (2022)
Shihang Feng, Peng Jin, Yinpeng Chen, Xitong Zhang, Zicheng Liu, Youzuo Lin
Exploring Multi-physics with Extremely Weak Supervision. CoRR (2022)
Bian Li, Hanchen Wang, Xiu Yang, Youzuo Lin
Solving Seismic Wave Equations on Variable Velocity Models with Fourier Neural Operator. CoRR (2022)
Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang
Quantum Neural Network Compression. ICCAD (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage With Spatio-Temporal CNNs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yinan Feng, Yinpeng Chen, Shihang Feng, Peng Jin, Zicheng Liu, Youzuo Lin
An Intriguing Property of Geophysics Inversion. ICML (2022)
Yanhua Liu, Xitong Zhang, Ilya Tsvankin, Youzuo Lin
Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks. CoRR (2022)
Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
Making Invisible Visible: Data-Driven Seismic Inversion With Spatio-Temporally Constrained Data Augmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhirui Hu, Peiyan Dong, Zhepeng Wang, Youzuo Lin, Yanzhi Wang, Weiwen Jiang
Quantum Neural Network Compression. CoRR (2022)
Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin
InversionNet3D: Efficient and Scalable Learning for 3-D Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shihang Feng, Xitong Zhang, Brendt Wohlberg, Neill Symons, Youzuo Lin
Storage with Spatio-temporal CNNs. CoRR (2021)
Chengyuan Deng, Yinan Feng, Shihang Feng, Peng Jin, Xitong Zhang, Qili Zeng, Youzuo Lin
OpenFWI: Benchmark Seismic Datasets for Machine Learning-Based Full Waveform Inversion. CoRR (2021)
Yuxin Yang, Xitong Zhang, Qiang Guan, Youzuo Lin
Making Invisible Visible: Data-Driven Seismic Inversion with Physics-Informed Data Augmentation. CoRR (2021)
Chengyuan Deng, Youzuo Lin
On the Robustness and Generalization of Deep Learning Driven Full Waveform Inversion. CoRR (2021)
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. CoRR (2021)
Qili Zeng, Shihang Feng, Brendt Wohlberg, Youzuo Lin
InversionNet3D: Efficient and Scalable Learning for 3D Full Waveform Inversion. CoRR (2021)
Yuxin Yang, Ben Gremillion, Xitong Zhang, Youzuo Lin, Brendt Wohlberg, Qiang Guan
How Good Is Your Scientific Data Generative Model? MLHPC/AI4S@SC (2020)
Youzuo Lin, James Theiler, Brendt Wohlberg, Yue Wu, Zhongping Zhang
Data-driven Methods for Solving Large-scale Inverse Problems with Applications to Subsurface Imaging. SSIAI (2020)
Renán Rojas-Gómez, Jihyun Yang, Youzuo Lin, James Theiler, Brendt Wohlberg
Physics-Consistent Data-driven Waveform Inversion with Adaptive Data Augmentation. CoRR (2020)
Zhongping Zhang, Youzuo Lin
Data-Driven Seismic Waveform Inversion: A Study on the Robustness and Generalization. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
Yue Wu, Youzuo Lin
InversionNet: An Efficient and Accurate Data-Driven Full Waveform Inversion. IEEE Trans. Computational Imaging 6 (2020)
Tiantong Wang, Youzuo Lin
EarthquakeGen: Earthquake Simulation Using Generative Adversarial Networks. CoRR (2019)
Yue Wu, Youzuo Lin, Zheng Zhou, David Chas Bolton, Ji Liu, Paul Johnson
DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection. IEEE Trans. Geosci. Remote. Sens. 57 (1) (2019)
Zhongping Zhang, Youzuo Lin, Zheng Zhou, Tianlang Chen
Adaptive Filtering for Event Recognition from Noisy Signal: an Application to Earthquake Detection. ICASSP (2019)
Zhongping Zhang, Yue Wu, Zheng Zhou, Youzuo Lin
VelocityGAN: Subsurface Velocity Image Estimation Using Conditional Adversarial Networks. WACV (2019)
Yue Wu, Youzuo Lin, Zheng Zhou, Andrew Delorey
Seismic-Net: A Deep Densely Connected Neural Network to Detect Seismic Events. CoRR (2018)
Cheng Zhan, Licheng Zhang, Zhenzhen Zhong, Sher Didi-Ooi, Youzuo Lin, Yunxi Zhang, Shujiao Huang, Chang-Chun Wang
Deep Learning Approach in Automatic Iceberg - Ship Detection with SAR Remote Sensing Data. CoRR (2018)
Panfeng Li, Youzuo Lin, Emily Schultz-Fellenz
Encoded Hourglass Network for Semantic Segmentation of High Resolution Aerial Imagery. CoRR (2018)
Youzuo Lin, Brendt Wohlberg, Velimir Vesselinov
ADMM penalty parameter selection with krylov subspace recycling technique for sparse coding. ICIP (2017)
Yue Wu, Youzuo Lin, Zheng Zhou, David Chas Bolton, Ji Liu, Paul Johnson
Cascaded Contextual Region-based Convolutional Neural Network for Event Detection from Time Series Signals: A Seismic Application. CoRR (2017)
Youzuo Lin
Multiple Queries of Information Retrieval Using Krylov Subspace Method. ICDM Workshops (2017)
Youzuo Lin, Shusen Wang, Jayaraman J. Thiagarajan, George Guthrie, David Coblentz
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm. CoRR (2017)
Youzuo Lin, Yudhishthir Kandel, Matthew Zotta, Eric Lifshin
SEM resolution improvement using semi-blind restoration with hybrid L1-L2 regularization. SSIAI (2016)
Rosemary A. Renaut, Youzuo Lin, Hongbin Guo
Multisplitting for regularized least squares with Krylov subspace recycling. Numer. Linear Algebra Appl. 19 (4) (2012)
Youzuo Lin, Brendt Wohlberg, Hongbin Guo
UPRE method for total variation parameter selection. Signal Process. 90 (8) (2010)