**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]

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

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 bu 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]

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]

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]

2020年

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.*, 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

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]