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Hong-Kai Zhao
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2020 – today
- 2024
[j59]Hongkai Zhao
, Sen Qiu, Meirong Bai, Luyao Wang, Zhelong Wang:
Toxicity prediction and classification of Gunqile-7 with small sample based on transfer learning method. Comput. Biol. Medicine 173: 108348 (2024)- [j58]Xinyu Qu, Xiongwu Xiao, Xinyan Zhu, Zhenfeng Shao, Mi Wang, Huayi Wu, Hongkai Zhao, Jianya Gong, Deren Li:
ST-GWLR: combining geographically weighted logistic regression and spatiotemporal hotspot trend analysis to explore the effect of built environment on traffic crash. Geo spatial Inf. Sci. 27(4): 1017-1034 (2024) - [j57]Shijun Zhang, Jianfeng Lu, Hongkai Zhao:
Deep Network Approximation: Beyond ReLU to Diverse Activation Functions. J. Mach. Learn. Res. 25: 35:1-35:39 (2024) - [j56]Hongkai Zhao, Yudi Zhou, Qiuling Gu, Yicai Han, Hongda Wu, Peituo Xu, Lei Lin, Weige Lv, Lan Wu, Lingyun Wu, Chengchong Jiang, Yang Chen, Mingzhu Yuan, Wenbo Sun, Chong Liu, Dong Liu:
Lidar-Observed Diel Vertical Variations of Inland Chlorophyll a Concentration. Remote. Sens. 16(19): 3579 (2024) - [i13]Shijun Zhang, Hongkai Zhao, Yimin Zhong, Haomin Zhou:
Structured and Balanced Multi-component and Multi-layer Neural Networks. CoRR abs/2407.00765 (2024) - 2023
- [j55]Xiaoan Zhu, Hongkai Zhao, Enjie Hu, Yubin Gao, Yudi Zhou, Dong Liu:
Estimation of the Seawater Lidar Ratio by MODIS: Spatial-Temporal Characteristics and Ecological Significance. Remote. Sens. 15(13): 3328 (2023) - [j54]Sijing Li, Cheng Zhang, Zhiwen Zhang, Hongkai Zhao:
A data-driven and model-based accelerated Hamiltonian Monte Carlo method for Bayesian elliptic inverse problems. Stat. Comput. 33(4): 90 (2023) - [j53]Li Han, Xue Shi, Jinhai He, Huiwen Ma, Feng Dou, Hongkai Zhao:
Generalized unsupervised functional map learning for dense correspondence. Vis. Comput. 39(12): 6625-6638 (2023) - [c7]Shijun Zhang, Jianfeng Lu, Hongkai Zhao:
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network. ICML 2023: 41452-41487 - [i12]Shijun Zhang, Jianfeng Lu, Hongkai Zhao:
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network. CoRR abs/2301.12353 (2023) - [i11]Shijun Zhang, Hongkai Zhao, Yimin Zhong, Haomin Zhou:
Why Shallow Networks Struggle with Approximating and Learning High Frequency: A Numerical Study. CoRR abs/2306.17301 (2023) - [i10]Shijun Zhang, Jianfeng Lu, Hongkai Zhao:
Deep Network Approximation: Beyond ReLU to Diverse Activation Functions. CoRR abs/2307.06555 (2023) - 2022
- [j52]Sen Qiu, Hongkai Zhao, Nan Jiang, Donghui Wu, Guangcai Song, Hongyu Zhao, Zhelong Wang:
Sensor network oriented human motion capture via wearable intelligent system. Int. J. Intell. Syst. 37(2): 1646-1673 (2022) - [j51]Sen Qiu, Hongkai Zhao, Nan Jiang, Zhelong Wang, Long Liu, Yi An, Hongyu Zhao, Xin Miao, Ruichen Liu, Giancarlo Fortino:
Multi-sensor information fusion based on machine learning for real applications in human activity recognition: State-of-the-art and research challenges. Inf. Fusion 80: 241-265 (2022) - [j50]Yichen Yang, Hangkai Pan, Dekang Zheng, Hongkai Zhao, Yudi Zhou, Dong Liu:
Characteristics and Formation Conditions of Thin Phytoplankton Layers in the Northern Gulf of Mexico Revealed by Airborne Lidar. Remote. Sens. 14(17): 4179 (2022) - [c6]Hongkai Zhao, Huihui Wang, Zhelong Wang, Long Liu, Sen Qiu:
Robust Adaptive Cubature Kalman Filter for Attitude Determination in Wearable Inertial Sensor Networks. WASA (2) 2022: 130-141 - [i9]Yuchen He, Hongkai Zhao, Yimin Zhong:
How much can one learn a partial differential equation from its solution? CoRR abs/2204.04602 (2022) - [i8]Hongkai Zhao, Yimin Zhong:
How much can one learn from a single solution of a PDE? CoRR abs/2206.05336 (2022) - 2021
- [j49]Ji Li, Jian-Feng Cai, Hongkai Zhao:
Scalable Incremental Nonconvex Optimization Approach for Phase Retrieval. J. Sci. Comput. 87(2): 43 (2021) - [j48]Kui Ren, Hongkai Zhao, Yimin Zhong:
Separability of the Kernel Function in an Integral Formulation for the Anisotropic Radiative Transfer Equation. SIAM J. Math. Anal. 53(5): 5613-5645 (2021) - [c5]Rui Xiang, Rongjie Lai, Hongkai Zhao:
A Dual Iterative Refinement Method for Non-Rigid Shape Matching. CVPR 2021: 15930-15939 - [i7]Sijing Li, Cheng Zhang, Zhiwen Zhang, Hongkai Zhao:
A data-driven and model-based accelerated Hamiltonian Monte Carlo method for Bayesian elliptic inverse problems. CoRR abs/2104.13070 (2021) - 2020
- [j47]Sijing Li, Zhiwen Zhang, Hongkai Zhao:
A Data-Driven Approach for Multiscale Elliptic PDEs with Random Coefficients Based on Intrinsic Dimension Reduction. Multiscale Model. Simul. 18(3): 1242-1271 (2020) - [c4]Rui Xiang, Rongjie Lai, Hongkai Zhao:
Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. CVPR 2020: 9510-9519 - [i6]Hongkai Zhao, Yimin Zhong:
A fast algorithm for time-dependent radiative transport equation based on integral formulation. CoRR abs/2001.10050 (2020) - [i5]Rui Xiang, Rongjie Lai, Hongkai Zhao:
Efficient and Robust Shape Correspondence via Sparsity-Enforced Quadratic Assignment. CoRR abs/2003.08680 (2020) - [i4]Rui Xiang, Rongjie Lai, Hongkai Zhao:
A Dual Iterative Refinement Method for Non-rigid Shape Matching. CoRR abs/2007.13049 (2020) - [i3]Hongkai Zhao, Yimin Zhong:
Quantitative PAT with simplified PN approximation. CoRR abs/2012.12380 (2020)
2010 – 2019
- 2019
- [j46]Jennifer Bryson, Hongkai Zhao, Yimin Zhong:
Intrinsic Complexity and Scaling Laws: From Random Fields to Random Vectors. Multiscale Model. Simul. 17(1): 460-481 (2019) - [j45]Hongkai Zhao, Yimin Zhong:
A Hybrid Adaptive Phase Space Method for Reflection Traveltime Tomography. SIAM J. Imaging Sci. 12(1): 28-53 (2019) - [j44]Hongkai Zhao, Yimin Zhong:
Instability of an Inverse Problem for the Stationary Radiative Transport Near the Diffusion Limit. SIAM J. Math. Anal. 51(5): 3750-3768 (2019) - [j43]Hongfeng Li, Hongkai Zhao, Hong Li:
Neural-Response-Based Extreme Learning Machine for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 30(2): 539-552 (2019) - [i2]Sijing Li, Zhiwen Zhang, Hongkai Zhao:
A data-driven approach for multiscale elliptic PDEs with random coefficients based on intrinsic dimension reduction. CoRR abs/1907.00806 (2019) - [i1]Kui Ren, Hongkai Zhao, Yimin Zhong:
Separability of the kernel function in an integral formulation for anisotropic radiative transfer equation. CoRR abs/1908.10467 (2019) - 2018
- [j42]Jun Fang, Jianliang Qian, Leonardo Zepeda-Núñez, Hongkai Zhao:
A hybrid approach to solve the high-frequency Helmholtz equation with source singularity in smooth heterogeneous media. J. Comput. Phys. 371: 261-279 (2018) - [j41]Meng Wang, Shingyu Leung, Hongkai Zhao:
Modified Virtual Grid Difference for Discretizing the Laplace-Beltrami Operator on Point Clouds. SIAM J. Sci. Comput. 40(1) (2018) - 2017
- [j40]Cheng Zhang, Babak Shahbaba, Hongkai Zhao:
Precomputing strategy for Hamiltonian Monte Carlo method based on regularity in parameter space. Comput. Stat. 32(1): 253-279 (2017) - [j39]Cheng Zhang, Babak Shahbaba, Hongkai Zhao:
Hamiltonian Monte Carlo acceleration using surrogate functions with random bases. Stat. Comput. 27(6): 1473-1490 (2017) - [j38]Rongjie Lai, Hongkai Zhao:
Multiscale Nonrigid Point Cloud Registration Using Rotation-Invariant Sliced-Wasserstein Distance via Laplace-Beltrami Eigenmap. SIAM J. Imaging Sci. 10(2): 449-483 (2017) - 2016
- [j37]Leonardo Zepeda-Núñez, Hongkai Zhao:
Fast Alternating BiDirectional Preconditioner for the 2D High-Frequency Lippmann-Schwinger Equation. SIAM J. Sci. Comput. 38(5) (2016) - 2015
- [j36]Zhilin Li, Li Xiao, Qin Cai, Hongkai Zhao, Ray Luo:
A semi-implicit augmented IIM for Navier-Stokes equations with open, traction, or free boundary conditions. J. Comput. Phys. 297: 182-193 (2015) - [j35]Tsz Wai Wong, Hongkai Zhao:
Computing Surface Uniformization Using Discrete Beltrami Flow. SIAM J. Sci. Comput. 37(3) (2015) - [j34]Hayden Schaeffer, Yi Yang, Hongkai Zhao, Stanley J. Osher:
Real-Time Adaptive Video Compression. SIAM J. Sci. Comput. 37(6) (2015) - 2014
- [j33]Sean Hon, Shingyu Leung, Hongkai Zhao:
A cell based particle method for modeling dynamic interfaces. J. Comput. Phys. 272: 279-306 (2014) - [j32]Yifei Lou, Ernie Esser, Hongkai Zhao, Jack Xin:
Partially Blind Deblurring of Barcode from Out-of-Focus Blur. SIAM J. Imaging Sci. 7(2): 740-760 (2014) - [j31]Tsz Wai Wong, Hongkai Zhao:
Computation of Quasi-Conformal Surface Maps Using Discrete Beltrami Flow. SIAM J. Imaging Sci. 7(4): 2675-2699 (2014) - [j30]Tariq D. Aslam, Songting Luo, Hongkai Zhao:
A static PDE Approach for MultiDimensional Extrapolation Using Fast Sweeping Methods. SIAM J. Sci. Comput. 36(6) (2014) - [j29]Jian-Feng Cai, Xun Jia, Hao Gao, Steve B. Jiang, Zuowei Shen, Hongkai Zhao:
Cine Cone Beam CT Reconstruction Using Low-Rank Matrix Factorization: Algorithm and a Proof-of-Principle Study. IEEE Trans. Medical Imaging 33(8): 1581-1591 (2014) - 2013
- [j28]Kai Huang, Peijun Li, Hongkai Zhao:
An efficient algorithm for the generalized Foldy-Lax formulation. J. Comput. Phys. 234: 376-398 (2013) - [j27]Songming Hou, Peng Song, Liqun Wang, Hongkai Zhao:
A weak formulation for solving elliptic interface problems without body fitted grid. J. Comput. Phys. 249: 80-95 (2013) - [j26]Jian Liang, Frederick Park, Hongkai Zhao:
Robust and Efficient Implicit Surface Reconstruction for Point Clouds Based on Convexified Image Segmentation. J. Sci. Comput. 54(2-3): 577-602 (2013) - [j25]Hao Gao, Hongkai Zhao:
Analysis of a numerical solver for radiative transport equation. Math. Comput. 82(281): 153-172 (2013) - [j24]Kui Ren, Hao Gao, Hongkai Zhao:
A Hybrid Reconstruction Method for Quantitative PAT. SIAM J. Imaging Sci. 6(1): 32-55 (2013) - [j23]Kui Ren, Hongkai Zhao:
Quantitative Fluorescence Photoacoustic Tomography. SIAM J. Imaging Sci. 6(4): 2404-2429 (2013) - [j22]Jian Liang, Hongkai Zhao:
Solving Partial Differential Equations on Point Clouds. SIAM J. Sci. Comput. 35(3) (2013) - [p1]Edward Castillo, Jian Liang, Hongkai Zhao:
Point Cloud Segmentation and Denoising via Constrained Nonlinear Least Squares Normal Estimates. Innovations for Shape Analysis, Models and Algorithms 2013: 283-299 - 2012
- [c3]Jian Liang, Rongjie Lai, Tsz Wai Wong, Hongkai Zhao:
Geometric understanding of point clouds using Laplace-Beltrami operator. CVPR 2012: 214-221 - 2011
- [j21]Shingyu Leung, John S. Lowengrub, Hongkai Zhao:
A grid based particle method for solving partial differential equations on evolving surfaces and modeling high order geometrical motion. J. Comput. Phys. 230(7): 2540-2561 (2011) - [j20]Songting Luo, Yifeng Yu, Hongkai Zhao:
A New Approximation for Effective Hamiltonians for Homogenization of a class of Hamilton-Jacobi Equations. Multiscale Model. Simul. 9(2): 711-734 (2011) - [j19]Jianliang Qian, Plamen Stefanov, Gunther Uhlmann, Hongkai Zhao:
An Efficient Neumann Series-Based Algorithm for Thermoacoustic and Photoacoustic Tomography with Variable Sound Speed. SIAM J. Imaging Sci. 4(3): 850-883 (2011) - [j18]Yong-Tao Zhang, Shanqin Chen, Fengyan Li, Hongkai Zhao, Chi-Wang Shu:
Uniformly Accurate Discontinuous Galerkin Fast Sweeping Methods for Eikonal Equations. SIAM J. Sci. Comput. 33(4): 1873-1896 (2011) - 2010
- [j17]Kai Huang, Knut Sølna, Hongkai Zhao:
Generalized Foldy-Lax formulation. J. Comput. Phys. 229(12): 4544-4553 (2010)
2000 – 2009
- 2009
- [j16]Shingyu Leung, Hongkai Zhao:
A grid based particle method for moving interface problems. J. Comput. Phys. 228(8): 2993-3024 (2009) - [j15]Sergey Fomel, Songting Luo, Hongkai Zhao:
Fast sweeping method for the factored eikonal equation. J. Comput. Phys. 228(17): 6440-6455 (2009) - [j14]Shingyu Leung, Hongkai Zhao:
A grid based particle method for evolution of open curves and surfaces. J. Comput. Phys. 228(20): 7706-7728 (2009) - [j13]Shingyu Leung, Gang Liang, Knut Solna, Hongkai Zhao:
Expectation-Maximization Algorithm with Local Adaptivity. SIAM J. Imaging Sci. 2(3): 834-857 (2009) - [c2]Yongjian Xi, Ye Duan, Hongkai Zhao:
A nonparametric approach for noisy point data preprocessing. CAD/Graphics 2009: 217-222 - 2008
- [j12]Fengyan Li, Chi-Wang Shu, Yong-Tao Zhang, Hongkai Zhao:
A second order discontinuous Galerkin fast sweeping method for Eikonal equations. J. Comput. Phys. 227(17): 8191-8208 (2008) - 2007
- [j11]Ming Jiang, Alfred K. Louis, Didier Wolf, Hongkai Zhao, Christian Daul, Zhaotian Zhang, Tie Zhou:
Mathematics in Biomedical Imaging. Int. J. Biomed. Imaging 2007: 64954:1-64954:2 (2007) - [j10]Jianliang Qian, Yong-Tao Zhang, Hong-Kai Zhao:
A Fast Sweeping Method for Static Convex Hamilton-Jacobi Equations. J. Sci. Comput. 31(1-2): 237-271 (2007) - [j9]Jianliang Qian, Yong-Tao Zhang, Hong-Kai Zhao:
Fast Sweeping Methods for Eikonal Equations on Triangular Meshes. SIAM J. Numer. Anal. 45(1): 83-107 (2007) - 2006
- [j8]Jian-Jun Xu, Zhilin Li, John S. Lowengrub, Hongkai Zhao:
A level-set method for interfacial flows with surfactant. J. Comput. Phys. 212(2): 590-616 (2006) - [j7]Kai Huang, George Papanicolaou, Knut Sølna, Chrysoula Tsogka, Hongkai Zhao:
Efficient numerical simulation for long range wave propagation. J. Comput. Phys. 215(2): 448-464 (2006) - [j6]Yong-Tao Zhang, Hong-Kai Zhao, Jianliang Qian:
High Order Fast Sweeping Methods for Static Hamilton-Jacobi Equations. J. Sci. Comput. 29(1): 25-56 (2006) - 2005
- [j5]Hongkai Zhao:
A fast sweeping method for Eikonal equations. Math. Comput. 74(250): 603-627 (2005) - [c1]DanFeng Lu, Hongkai Zhao, Ming Jiang, ShuLin Zhou, Tie Zhou:
A Surface Reconstruction Method for Highly Noisy Point Clouds. VLSM 2005: 283-294 - 2004
- [j4]Hongkai Zhao:
Analysis of the Response Matrix for an Extended Target. SIAM J. Appl. Math. 64(3): 725-745 (2004) - 2003
- [j3]Jian-Jun Xu, Hong-Kai Zhao:
An Eulerian Formulation for Solving Partial Differential Equations Along a Moving Interface. J. Sci. Comput. 19(1-3): 573-594 (2003) - [j2]Yen-Hsi Richard Tsai, Li-Tien Cheng, Stanley J. Osher, Hong-Kai Zhao:
Fast Sweeping Algorithms for a Class of Hamilton-Jacobi Equations. SIAM J. Numer. Anal. 41(2): 673-694 (2003) - 2000
- [j1]Hong-Kai Zhao, Stanley J. Osher, Barry Merriman, Myungjoo Kang:
Implicit and Nonparametric Shape Reconstruction from Unorganized Data Using a Variational Level Set Method. Comput. Vis. Image Underst. 80(3): 295-314 (2000)
Coauthor Index
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