**发表论文**

2024年

Han L., Sun T., Huang X.*, German Rubino J., and Hao Q., "Wave Propagation in the Poroviscoelastic VTI Media: Sum-of-exponentials Approximation for the Simulation of Fractional BISQ Equations," *Geophysics*, 2024, [DOI:10.1190/geo2024-0003.1]

Zhang J., Sun H., Zhang G., Huang X.*, and Han L., "Simultaneous Physics and Model-Guided Seismic Inversion Based on Deep Learning," *IEEE Transactions on Geoscience and Remote Sensing*, 2024, [DOI:10.1109/TGRS.2024.3443970]

Huang X., Wang C.*, Ye W., Greenhalgh S., and Li Y., "Data-Driven Ringed Residual U-Net Scheme for Full Waveform Inversion," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 62, pp. 1-15, 2024, [DOI:10.1109/TGRS.2024.3436688]

Huang X.*, Sun T., and Greenhalgh S., "Modeling of seismic wave scattering in poroelastic media," *Geophysics*, vol 89, pp. 1-54, 2024, [DOI:10.1190/geo2023-0616.1]

You J.*, Zhang G., Huang X., Li X., and Cao J., "Internal-multiple-elimination with application to migration using two-way wave equation depth-extrapolation scheme," *Petroleum Science*, 2024, [DOI:10.1016/j.petsci.2024.06.021]

Chen G., Chen J., Kristian J., Li C., Chen S., Wang H., Li J., Qi Y., and Huang X.*, "Joint data and model-driven simultaneous inversion of velocity and density," *Geophysical Journal International*, vol 237, pp. 1674-1698, 2024, [DOI:10.1093/gji/ggae128]

Mi J., Luo J., Zhao H., and Huang X.*,"Improved dense residual network with the coordinate and pixel attention mechanisms for helmet detection," *International Journal of Machine Learning and Cybernetics*, pp. 1-17, 2024, [DOI:10.1007/s13042-024-02205-4]

Dai Z., You J.*, Huang X., Liu W.,"Viscoacoustic generalized screen propagator in constant-Q model," *Petroleum science*, vol. 21, pp. 2356-2369, 2024, [DOI:10.1016/j.petsci.2024.03.010]

Wang S., Gong X., Huang X.*, Rao J., Kristian J., Li H., Wang N., and Zhang X.,"Bayesian reverse time migration with quantified uncertainty," *Geophysics*, vol. 89, pp. S145-S154, 2024, [DOI:10.1190/geo2022-0721.1]

Chen T., Yao Y.*, Huang X., Li Z., Nie L. and Tang J.,"Spatial Structure Constraints for Weakly Supervised Semantic Segmentation," *IEEE Transactions on Image Processing*, vol. 33, pp. 1136-1148, 2024, [DOI:10.1109/TIP.2024.3359041]

You J., Liu W., Huang X.*, Xue Y., and Cao J.,"Q-compensated wavefield depth extrapolation-based migration using a viscoacoustic wave equation," *Geophysics*, vol. 89, pp. S1-S14, 2024, [DOI:10.1190/geo2022-0542.1]

胡勇, 黄兴国*, 符力耘 & 段超然."基于弹性波动方程的局部尺度走时反演," *地球物理学报*, (10), 3874-3890, 2024, [DOI]

徐世刚,黄兴国*,韩丽,包乾宗 & 任志明."矩形/长方体网格单元时间高阶有限差分波场数值模拟," *石油地球物理勘探*, (05), 976-988, 2024, [DOI:10.13810/j.cnki.issn.1000-7210.2024.05.00]

2023年

Sun H., Gao F., Huang X., Zhang J.*, Li M., Zhao X. "Time-Frequency Analysis Method of Seismic Data Based on Sparse Constraints for Road Detection," *IEEE Transactions on Intelligent Transportation Systems*, 2023, [DOI:10.1109/TITS.2023.3299353]

Vatankhah S., Huang X.*, Renaut A., Mickus K., Lin J. "Joint Gramian inversion of gravity, magnetic, and gravity gradient tensor data for the modeling of Mesoproterozoic iron oxide deposits, southeast Missouri, USA," *Geophysical Journal International*, 2023, [DOI:10.1093/gji/ggad290]

Huang X.* "Full wavefield inversion with internal multiples: Nonlinear Bayesian inverse multiple scattering theory beyond the Born approximation," *Geophysics*, 2023, [DOI:10.1190/geo2022-0604.1]

Vatankhah S., Huang X.*, Renaut A., Mickus K., Kabirzadeh H., Lin J. "Efficiently implementing and balancing the mixed Lp-norm joint inversion of gravity and magnetic data," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 61, pp. 1-17, 2023, [DOI:10.1109/TGRS.2023.3292889]

Pei G., Yao Y., Shen F., Huang D., Huang X.*, Shen H. "Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation," *IEEE Transactions on Image Processing*, vol. 32, pp. 2348-2359, 2023, [DOI:10.1109/TIP.2023.3267244]

Luo J., Zhou H., Wu R., Huang X.* "Salt and subsalt structure recovery — An envelope-based waveform inversion with local angle domain illumination compensation and L-BFGS," *Geophysics*, vol. 88, pp. 453-467, 2023, [DOI:10.1190/geo2022-0550.1]

Ye W., Huang X.*, Han L., Vatankhah S., Zhang P. "Bayesian inverse scattering theory for multi-parameter full-waveform inversion in transversely isotropic media," *Geophysics*, vol. 88, pp. 91-109, 2023, [DOI:10.1190/geo2022-0140.1]

Luo H., Lin G., Shen F., Huang X.*, Yao Y., Shen H. "Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels," *IEEE Transactions on Neural Networks and Learning Systems*, pp. 1-12, 2023, [DOI:10.1109/TNNLS.2023.3251984]

Xu S., Stovas A., Huang X. "Umbilic Points of Slowness Surface in Elastic Orthorhombic Media," *Geophysical Prospecting*, vol. 71, pp. 385-403, 2023, [DOI:10.1111/1365-2478.13316]

Zhang R., Li T.*, Liu C., He H., Huang X., Vatankah S. "Geophysical joint inversion based on mixed structural and rock-physics coupling constraints," *Geophysics*, vol. 88, pp. 27-37, 2023, [DOI:10.1190/geo2021-0795.1]

Yu G., Huang X.*, Lin T., Dong H. "A non-linear time-frequency tool for machinery fault diagnosis under varying speed condition," *Mechanical Systems and Signal Processing*, vol. 186, 2023, [DOI:10.1016/j.ymssp.2022.109849]

Cai Z., Xie G.*, Huang X., Huang D., Yao Y.*, Tang Z. "Robust Learning from Noisy Web Data for Fine-Grained Recognition," *Pattern Recognition*, vol. 134, 2023, [DOI:10.1016/j.patcog.2022.109063]

Wang C., Huang X.*, Li Y., Jensen K. "Removing Multiple Types of Noise of Distributed Acoustic Sensing Seismic Data Using Attention-guided Denoising Convolutional Neural Network," *Frontiers in Earth Science*, vol. 10, 2023, [DOI:10.3389/feart.2022.986470]

You J., Zhao J., Huang X.*, Zhang G.*, Chen A., Hou M., Cao J. "Explainable Convolutional Neural Networks driven knowledge mining for seismic sedimentary facies classification," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 61, pp. 1-18, 2023, [DOI:10.1109/TGRS.2023.3280364]

Han L., Huang X.*, Hao Q., Greenhalgh S., Liu X. "Incorporating the nearly constant Q models into 3-D poro-viscoelastic anisotropic wave modeling," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 61, pp. 1-11, 2023, [DOI:10.1109/TGRS.2023.3267519]

Mao J., Yao Y., Sun Z., Huang X.*, Shen F., Shen H. "Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device," *IEEE Transactions on Multimedia*, vol. 25, pp. 1592-1599, 2023, [DOI:10.1109/TMM.2023.3265159]

2022年

Xu S., Stovas A., Huang X. "New perturbation-based traveltime approximation for elastic VTI media," *SEG/AAPG International Meeting for Applied Geoscience & Energy*, 2022, [DOI:10.1190/image2022-3744948.1]

Yan S., Long Y.*, Fu R., Huang X., Lin J., Li Z. "A Method for Denoising Seismic Signals with a CNN Based on an Attention Mechanism," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-15, 2022, [DOI:10.1109/TGRS.2022.3215819]

Dong X., Lin J., Lu S., Huang X.*, Wang H., Li Y. "Seismic Shot Gather Denoising by using a Supervised-Deep-Learning Method with Weak Dependence on Real Noise:A Solution to the Lack of Real Noise Data," *Surveys in Geophysics*, vol. 43, pp. 1363-1394, 2022, [DOI:10.1007/s10712-022-09702-7]

Jiang X., Liu S., Dai X., Hu G., Huang X.*, Yao Y., Xie G., Shao L. "Deep Metric Learning based on Meta-Mining Strategy with Semi-Global Information," *IEEE Transactions on Neural Networks and Learning Systems*, pp. 1-14, 2022, [DOI:10.1109/TNNLS.2022.3202571]

Luo J., Yan Z., Wu R., Hu G., Chen G., Huang X.* "Angle Domain Illumination Compensated Full Waveform Inversion," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-11, 2022, [DOI:10.1109/TGRS.2022.3204553]

Xu S., Huang X.*, Stovas A. "The approximation for relative geometric spreading in the elastic vertical transversely isotropic medium," *Geophysics*, vol. 87, pp. 99-109, 2022, [DOI:10.1190/geo2021-0768.1]

Hao Q., Greenhalgh S., Huang X.*, Li H. "Viscoelastic wave propagation for nearly constant Q transverse isotropy," *Geophysical Prospecting*, vol. 70, pp. 1176-1192, 2022, [DIO:10.1111/1365-2478.13230]

Vatankhah S., Renaut R., Huang X.*, Mickus K., Gharloghi M. "Large-scale focusing joint inversion of gravity and magnetic data with Gramian constraint," *Geophysical Journal International*, vol. 230, pp. 1585-1611, 2022, [DOI:10.1093/gji/ggac138]

Huang X.*, Wu R., Zhang P.*, Ye W.*, Jakobsen M. "Inverse scattering theory: Time-dependent perturbation theory for wave scattering in time varying media," *SEG Technical Program Expanded Abstracts (Society of Exploration Geophysicists)*, pp. 3146-3150, 2022, [DOI:10.1190/image2022-3740290.1]

Han L., Ji Y., Ye W., Wang S., Lin J., Huang X.* "Seismoelectric Wave Propagation Simulation by Combining Poro-Viscoelastic Anisotropic Model With Cole-Cole Depression Model," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-10, 2022, [DOI:10.1109/TGRS.2022.3188854]

Lin P., Peng S., Huang X.*, Xiang Y., Li C., Cui X. "Plane-Wave Destruction-Based Workflow for Prestack Diffraction Separation in the Shot Domain," *Pure and Applied Geophysics*, vol. 179, pp. 2215-2229, 2022, [DOI:10.1007/s00024-022-03034-8]

Liu X.*, Greenhalgh S., Kumar M., Li H., Liu B., Liao Q., Huang X. "Reflection and transmission coefficients of spherical waves at an interface separating two dissimilar viscoelastic solids," *Geophysical Journal International*, vol. 230, pp. 252-271, 2022, [DOI:10.1093/gji/ggac071]

Xu S., Stovas A., Huang X. "The Umbilic Points in Ellipsoidal Orthorhombic Medium," *83rd EAGE Annual Conference & Exhibition*, vol. 2022, pp. 1-5, 2022, [DOI:10.3997/2214-4609.202210317]

Xu S., Stovas A., Huang X. "The Perturbation-Based Relative Geometrical Spreading in the Elastic Vti Medium," *83rd EAGE Annual Conference & Exhibition. EAGE Publications BV*, pp. 1-5, 2022, [DOI:10.3997/2214-4609.202210121]

Chen G., Yang W., Wang H., Zhou H., Huang X.* "Elastic Full Waveform Inversion Based on Full-Band Seismic Data Reconstructed by Dual Deconvolution," *IEEE Geoscience and Remote Sensing Letters*, vol. 19, pp. 1-5, 2022, [DOI:10.1109/LGRS.2022.3178915]

Hu Y., Wu R., Huang X.*, Long Y., Xu Y., Han L. "Phase-amplitude-based polarized direct envelope inversion in the time-frequency domain," *Geophysics*, vol. 87, pp. 245-260, 2022, [DOI:10.1190/GEO2020-0956.1]

Chen G., Yang W., Liu Y., Wang H., Huang X.* "Salt Structure Elastic Full Waveform Inversion Based on the Multi-scale Signed Envelope,"*IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-12, 2022, [DOI:10.1109/TGRS.2022.3166028]

Wang S., Han L., Gong X.*, Zhang S., Huang X., Zhang P. "MCMC Method of Inverse Problems Using a Neural Network—Application in GPR Crosshole Full Waveform Inversion: A Numerical Simulation Study," *Remote Sensing*, vol. 14, 2022, [DOI:10.3390/rs14061320]

Huang X.*, Greenhalgh S., Han L.*, Liu X. "Generalized Effective Biot Theory and Seismic Wave Propagation in Anisotropic, Poroviscoelastic Media," *JGR Solid Earth*, vol. 127, 2022, [DOI:10.1029/2021JB023590]

Ji Y., Han L., Huang X.*, Zhao X., Jensen K., Yu Y. "A high-order finite-difference scheme for time-domain modeling of time-varying seismoelectric waves," *Geophysics*, vol. 87, pp. 135-146, 2022, [DOI:10.1190/geo2021-0235.1]

Hu Y., Chen T.*, Fu L., Wu R., Xu Y., Han L., Huang X. "A 2-D Local Correlative Misfit for Least-Squares Reverse Time Migration With Sparsity Promotion," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-13, 2022, [DOI:10.1109/tgrs.2022.3150783]

Yan B.*, Wang S.*, Ji Y., Silva N., Huang X. "Reflection coefficient frequency-dependent inversion of a planar interface with spherical waves: Using critical and post-critical angles," *Applied Geophysics*, vol. 197, 2022, [DOI:10.1016/j.jappgeo.2021.104522]

Hu Y., Fu L.*, Deng W., Li Q., Huang X. "Joint Traditional and Reflection Envelope Inversion," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 19, pp. 1-5, 2022, [DOI:10.1109/lgrs.2022.3141122]

2021年

Long Y., Lin J., Huang X.*, Silva N., Hu Y., Chen Z. "Automatic Microseismic Event Detection With Variance Fractal Dimension via Multitrace Envelope Energy Stacking," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 60, pp. 1-15, 2021, [DOI:10.1109/tgrs.2021.3138899]

Huang X., Greenhalgh S., Long Y.*, Lin J., Liu X. "Homotopy solutions of the acoustic eikonal equation for strongly attenuating transversely isotropic media with a vertical symmetry axis," *Geophysics*, vol. 86, pp. 543-551, 2021, [DOI:10.1190/GEO2020-0747.1]

Li D.*, Peng S., Huang X., Guo Y., Lu Y., Cui X. "Time-lapse full waveform inversion based on curvelet transform: Case study of CO2 storage monitoring," *International Journal of Greenhouse Gas Control*, vol. 110, 2021, [DOI:10.1016/j.ijggc.2021.103417]

Sun Z., Huang X.*, Li H., Lei A., Silva N., Han F., Cao M., Wei D. "3D spatial characterization of sand body for uranium reservoirs based on geostatistical resistivity inversion," *Interpretation*, vol. 9, pp. 809-819, 2021, [DOI:10.1190/INT-2020-0197.1]

Wang S., Han L., Gong X.*, Zhang S., Huang X., Zhang P. "Full-Waveform Inversion of Time-Lapse Crosshole GPR Data Using Markov Chain Monte Carlo Method," *Remote Sensing*, vol. 13, 2021, [DOI:10.3390/rs13224530]

Yan B.*, Fang R., Huang X., Ou W. "Multidirectional eigenvalue-based coherence attribute for discontinuity detection," *GeophysicsS*, vol. 86, pp. 29-36, 2021, [DOI:10.1190/GEO2020-0354.1]

Huang X.*, Greenhalgh S. "A finite-difference iterative solver of the Helmholtz equation for frequency-domain seismic wave modeling and full-waveform inversion," *Geophysics*, vol. 86, pp. 107-116, 2021, [DOI:10.1190/geo2020-0411.1]

Zhang R., Li T.*, Liu C., Huang X.*, Jensen K., Sommer M. "3-D Joint Inversion of Gravity and Magnetic Data Using Data-Space and Truncated Gauss-Newton Methods," *IEEE Geoscience and Remote Sensing Letters*, vol. 19, pp. 1-5, 2021, [DOI:10.1109/LGRS.2021.3077936]

胡勇,黄兴国*,陈玉婷,陈雪,张银涛,万效国,许永忠，臧丽媛 & 杨磊."基于反射地震数据的时频域包络反演," *地球物理学进展*, (05), 1988-1994, 2021, [DOI]

2020年

Sun Z., Han F.*, Zhang Y., Wang X., Liu M., Huang X., Li H., Cao M., Lei A., Wei D. "How to get the 3D spatial distribution of sand body with uranium founded in well," *2nd Borehole Geophysics Workshop*, pp. 94-97, 2020, [DOI:10.1190/bhgp2020-25.1]

Sun Z., Han F.*, Zhang Y., Wang X., Liu M., Huang X., Li H., Cao M., Lei A., Wei D. "Reservoir characterization of sandstone type uranium deposit: 3D field dataset example," *SEG International Exposition and 90th Annual Meeting*, 2020, [DOI:10.1190/segam2020-3423192.1]

Huang X., Sun H.*, Sun Z., Silva N. "A complex point-source solution of the acoustic eikonal equation for Gaussian beams in transversely isotropic media," *Geophysics*, vol. 85, pp. 191-207, 2020, [DOI:10.1190/GEO2019-0264.1]

Huang X.*, Jakobsen M., Wu R. "On the applicability of a renormalized Born series for seismic wavefield modelling in strongly scattering media," *Geophysics and Engineering*, vol. 17, pp. 277-299, 2020, [DOI:10.1093/jge/gxz105]

Huang X.*, Hu Y. "Accelerating Uncertainty Quantification for Nonlinear Inverse Scattering Problems With High Contrast Media by Direct Envelope Methods and Krylov Subspace," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 59, pp. 8895-8902, 2020, [DOI:10.1109/tgrs.2020.3035641]

Yan B.*, Ou W., Huang X., Silva N. "Numerical simulation of shear wave attenuation in borehole inserted by a horizontal fracture," *Acta Geophysica*, vol. 68, pp. 1715-1726, 2020, [DOI:10.1007/s11600-020-00503-3]

Huang X.* "Integral Equation Methods With Multiple Scattering and Gaussian Beams in Inhomogeneous Background Media for Solving Nonlinear Inverse Scattering Problems," *IEEE Transactions on Geoscience and Remote Sensing*, vol. 59, pp. 5345-5351, 2020, [DOI:10.1109/tgrs.2020.3019221]

Huang X.*, Eikrem K., Jakobsen M., Nævdal G. "Bayesian full-waveform inversion in anisotropic elastic media using theiterated extended Kalman filter," *Geophysics*, vol. 85, pp. 125-139, 2020, [DOI:10.1190/GEO2019-0644.1]

Jakobsen M.*, Wu R., Huang X. "Convergent scattering series solution of the inhomogeneous Helmholtz equation via renormalization group and homotopy continuation approaches," *Journal of Computational Physics*, vol. 409, 2020, [DOI:10.1016/j.jcp.2020.109343]

Yan B.*, Wang S., Ji Y., Huang X., Silva N. "Frequency-dependent spherical-wave reflection coefficient inversion in acoustic media: Theory to practice," *Geophysics*, vol. 85, pp. 425-435, 2020, [DOI:10.1190/GEO2019-0643.1]

Huang X., Jakobsen M.*, Wu R. "Homotopy analysis of the Lippmann-Schwinger equation for seismic wavefield modelling in strongly scattering media," *Geophysical Journal International*, vol. 222, pp. 743-753, 2020, [DOI:10.1093/gji/ggaa159]

Zhang R., Li T.*, Deng X., Huang X., Pak Y. "Two-dimensional data-space joint inversion of magnetotelluric, gravity, magnetic and seismic data with cross-gradient constraints," *Geophysical Prospecting*, vol. 68, pp. 721-731, 2020, [DOI:10.1111/1365-2478.12858]

Huang X.*, Jakobsen M., Eikrem K., Nævdal G. "Target-Oriented Inversion of Time-Lapse Seismic Waveform Data," *Communications in Computational Physics*, vol. 28, pp. 249-275, 2020, [DOI:10.4208/cicp.OA-2018-0143]

2019年

Huang X.*, Jakobsen M.*, Wu R. "Taming the divergent terms in the scattering series of Born by renormalization," *SEG International Exposition and 89th Annual Meeting*, 2019, [DOI:10.1190/segam2019-3216450.1]

Huang X.*, Greenhalgh S. "Traveltime approximation for strongly anisotropic media using the homotopy analysis method," *Geophysical journal international*, vol. 216, pp. 1648-1664, 2019, [DOI:10.1093/gji/ggy524]

2018年

Morten J., Wu R., Huang X.* "Seismic waveform modelling in strongly scattering media using renormalization group theory," *2018 SEG International Exposition and Annual Meeting*, 2018, [DOI:10.1190/segam2018-2992001.1]

Huang X.*, Jakobsen M., Eikrem K., Nævdal G. "A target-oriented scheme for efficient inversion of time-lapse seismic waveform data," *2018 SEG International Exposition and Annual Meeting*, 2018, [DOI:10.1190/segam2018-2992008.1]

Huang X.*, Sun H.* "Numerical modeling of Gaussian beam propagation and diffraction in inhomogeneous media based on the complex eikonal equation," *Acta Geophysica*, vol. 66, pp. 497-508, 2018, [DOI:10.1007/s11600-018-0154-x]

Huang X.*, Sun J., Greenhalgh S. "On the solution of the complex eikonal equation in acoustic VTI media: a perturbation plus optimization scheme," *Geophysical Journal International*, vol. 214, pp. 907-932, 2018, [DOI:10.1093/gji/ggy159]

Huang X.*, Greenhalgh S. "Linearized formulations and approximate solutions for the complex eikonal equation in orthorhombic media and applications of complex seismic traveltime," *Geophysics*, vol. 83, pp. C115-C136, 2018, [DOI:10.1190/geo2017-0620.1]

2016年

Huang X., Sun H., Sun J.* "Born modeling for heterogeneous media using the Gaussian beam summation based Green's function," *Journal of Applied Geophysics*, vol. 131, pp. 191-201, 2016, [DOI:10.1016/j.jappgeo.2016.06.004]

Huang X., Sun J.*, Sun Z. "Local algorithm for computing complex travel time based on the complex eikonal equation," *Physical Review E*, vol. 93, 2016, [DOI:10.1103/PhysRevE.93.043307]