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Qin Li 0007
Person information
- affiliation: University of Wisconsin, Madison, WI, USA
Other persons with the same name
- Qin Li — disambiguation page
- Qin Li 0001
— Shenzhen Institute of Information Technology, School of Software Engineering, China (and 2 more)
- Qin Li 0002
- Qin Li 0003
- Qin Li 0004
- Qin Li 0005 — Zhengzhou Institute of Surveying and Mapping, China
- Qin Li 0006 — Chongqing Centers for Disease Control and Prevention, China
- Qin Li 0008 — Statoil Research Center, Porsgrunn, Norway
- Qin Li 0009
- Qin Li 0010
- Qin Li 0011
- Qin Li 0012
- Qin Li 0013
- Qin Li 0014 — Beihang University, Beijing, China
- Qin Li 0015 — University of Washington, Seattle, WA, USA
- Qin Li 0016
- Qin Li 0017 — Nanyang Technological University, Singapore, Singapore
- Qin Li 0018 — U.S. Food and Drug Administration, Silver Spring, MD, USA
- Qin Li 0019 — Leshan Normal University, Leshan, China
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2020 – today
- 2024
- [j43]Lukas Einkemmer, Qin Li
Suppressing instability in a Vlasov-Poisson system by an external electric field through constrained optimization. J. Comput. Phys. 498: 112662 (2024) - [j42]Qin Li
Differential Equation-Constrained Optimization with Stochasticity. SIAM/ASA J. Uncertain. Quantification 12(2): 549-578 (2024) - [j41]Weiqi Chu
Inference of Interaction Kernels in Mean-Field Models of Opinion Dynamics. SIAM J. Appl. Math. 84(3): 1096-1115 (2024) - [j40]Kathrin Hellmuth
Kinetic Chemotaxis Tumbling Kernel Determined from Macroscopic Quantities. SIAM J. Math. Anal. 56(1): 568-587 (2024) - [i41]Sixu Li, Shi Chen, Qin Li:
A Good Score Does not Lead to A Good Generative Model. CoRR abs/2401.04856 (2024) - [i40]Ruhui Jin, Martin Guerra, Qin Li, Stephen J. Wright:
Optimal experimental design via gradient flow. CoRR abs/2401.07806 (2024) - [i39]Shi Chen, Zhiyan Ding, Qin Li:
Bayesian sampling using interacting particles. CoRR abs/2401.13100 (2024) - [i38]Ruhui Jin, Qin Li, Anjali Nair, Samuel N. Stechmann:
Unique reconstruction for discretized inverse problems: a random sketching approach. CoRR abs/2403.05935 (2024) - [i37]Zhiyan Ding, Martin Guerra, Qin Li, Eitan Tadmor:
Swarm-based gradient descent meets simulated annealing. CoRR abs/2404.18015 (2024) - [i36]Lukas Einkemmer, Qin Li, Clément Mouhot, Yukun Yue:
Control of Instability in a Vlasov-Poisson System Through an External Electric Field. CoRR abs/2407.15008 (2024) - [i35]Borong Zhang, Martin Guerra, Qin Li, Leonardo Zepeda-Núñez:
Back-Projection Diffusion: Solving the Wideband Inverse Scattering Problem with Diffusion Models. CoRR abs/2408.02866 (2024) - [i34]Kathrin Hellmuth, Christian Klingenberg, Qin Li:
Preserving positivity of Gauss-Newton Hessian through random sampling. CoRR abs/2409.15906 (2024) - 2023
- [j39]Shi Chen
High-Frequency Limit of the Inverse Scattering Problem: Asymptotic Convergence from Inverse Helmholtz to Inverse Liouville. SIAM J. Imaging Sci. 16(1): 111-143 (2023) - [j38]Qin Li
Monte Carlo Gradient in Optimization Constrained by Radiative Transport Equation. SIAM J. Numer. Anal. 61(6): 2744-2774 (2023) - [i33]Qin Li, Li Wang, Yunan Yang
Differential-Equation Constrained Optimization With Stochasticity. CoRR abs/2305.04024 (2023) - [i32]Shi Chen, Zhiyan Ding, Qin Li, Stephen J. Wright:
On optimal bases for multiscale PDEs and Bayesian homogenization. CoRR abs/2305.12303 (2023) - [i31]Lukas Einkemmer, Qin Li, Li Wang, Yunan Yang
Suppressing Instability in a Vlasov-Poisson System by an External Electric Field Through Constrained Optimization. CoRR abs/2305.17994 (2023) - [i30]Yewei Xu, Shi Chen, Qin Li, Stephen J. Wright:
Correcting auto-differentiation in neural-ODE training. CoRR abs/2306.02192 (2023) - [i29]Kathrin Hellmuth, Christian Klingenberg, Qin Li, Min Tang:
Numerical reconstruction of the kinetic chemotaxis kernel from macroscopic measurement, wellposedness and illposedness. CoRR abs/2309.05004 (2023) - [i28]Shi Chen, Qin Li, Oliver Tse
Accelerating optimization over the space of probability measures. CoRR abs/2310.04006 (2023) - 2022
- [j37]Qin Li
Bayesian Instability of Optical Imaging: Ill Conditioning of Inverse Linear and Nonlinear Radiative Transfer Equation in the Fluid Regime. Comput. 10(2): 15 (2022) - [j36]Zhiyan Ding, Shi Chen, Qin Li
Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis. J. Mach. Learn. Res. 23: 48:1-48:65 (2022) - [j35]Shi Chen
Manifold Learning and Nonlinear Homogenization. Multiscale Model. Simul. 20(3): 1093-1126 (2022) - [j34]Irene M. Gamba
Reconstructing the Thermal Phonon Transmission Coefficient at Solid Interfaces in the Phonon Transport Equation. SIAM J. Appl. Math. 82(1): 194-220 (2022) - [j33]Tan Bui-Thanh
Bridging and Improving Theoretical and Computational Electrical Impedance Tomography via Data Completion. SIAM J. Sci. Comput. 44(3): 668- (2022) - [i27]Shi Chen, Zhiyan Ding, Qin Li, Leonardo Zepeda-Núñez:
High-frequency limit of the inverse scattering problem: asymptotic convergence from inverse Helmholtz to inverse Liouville. CoRR abs/2201.03494 (2022) - [i26]Anjali Nair, Qin Li, Weiran Sun:
Second-order diffusion limit for the phonon transport equation-asymptotics and numerics. CoRR abs/2201.07054 (2022) - [i25]Qin Li, Anjali Nair, Samuel N. Stechmann:
Computation of optimal beams in weak turbulence. CoRR abs/2204.00620 (2022) - [i24]Qin Li, Li Wang, Yunan Yang
Monte Carlo Gradient in Optimization Constrained by Radiative Transport Equation. CoRR abs/2209.12114 (2022) - [i23]Borong Zhang, Leonardo Zepeda-Núñez, Qin Li:
Solving the Wide-band Inverse Scattering Problem via Equivariant Neural Networks. CoRR abs/2212.06068 (2022) - 2021
- [j32]Kathrin Hellmuth
Multiscale Convergence of the Inverse Problem for Chemotaxis in the Bayesian Setting. Comput. 9(11): 119 (2021) - [j31]Shi Chen
Classical limit for the varying-mass Schrödinger equation with random inhomogeneities. J. Comput. Phys. 438: 110365 (2021) - [j30]Zhiyan Ding, Qin Li
Langevin Monte Carlo: random coordinate descent and variance reduction. J. Mach. Learn. Res. 22: 205:1-205:51 (2021) - [j29]Ke Chen
A Low-Rank Schwarz Method for Radiative Transfer Equation With Heterogeneous Scattering Coefficient. Multiscale Model. Simul. 19(2): 775-801 (2021) - [j28]Zhiyan Ding, Qin Li
Ensemble Kalman inversion: mean-field limit and convergence analysis. Stat. Comput. 31(1): 9 (2021) - [j27]Christian Klingenberg
Reconstruction of the Emission Coefficient in the Nonlinear Radiative Transfer Equation. SIAM J. Appl. Math. 81(1): 91-106 (2021) - [j26]Zhiyan Ding
Ensemble Kalman Sampler: Mean-field Limit and Convergence Analysis. SIAM J. Math. Anal. 53(2): 1546-1578 (2021) - [j25]Zhiyan Ding
Dynamical Low-Rank Integrator for the Linear Boltzmann Equation: Error Analysis in the Diffusion Limit. SIAM J. Numer. Anal. 59(4): 2254-2285 (2021) - [c3]Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright:
Random Coordinate Underdamped Langevin Monte Carlo. AISTATS 2021: 2701-2709 - [c2]Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright:
Random Coordinate Langevin Monte Carlo. COLT 2021: 1683-1710 - [i22]Zhiyan Ding, Qin Li:
Constrained Ensemble Langevin Monte Carlo. CoRR abs/2102.04279 (2021) - [i21]Tan Bui-Thanh, Qin Li, Leonardo Zepeda-Núñez:
Bridging and Improving Theoretical and Computational Electric Impedance Tomography via Data Completion. CoRR abs/2105.00554 (2021) - [i20]Zhiyan Ding
Overparameterization of deep ResNet: zero loss and mean-field analysis. CoRR abs/2105.14417 (2021) - [i19]Zhiyan Ding, Shi Chen, Qin Li, Stephen J. Wright:
On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime. CoRR abs/2110.02926 (2021) - [i18]Shi Chen, Zhiyan Ding, Qin Li, Stephen J. Wright:
A reduced order Schwarz method for nonlinear multiscale elliptic equations based on two-layer neural networks. CoRR abs/2111.02280 (2021) - [i17]Ke Chen, Shi Chen, Qin Li, Jianfeng Lu, Stephen J. Wright:
Low-rank approximation for multiscale PDEs. CoRR abs/2111.12904 (2021) - 2020
- [j24]Qin Li
Sensitivity Analysis of Burgers' Equation with Shocks. SIAM/ASA J. Uncertain. Quantification 8(4): 1493-1521 (2020) - [j23]Eric T. Chung, Yalchin Efendiev, Yanbo Li, Qin Li
Generalized Multiscale Finite Element Method for the Steady State Linear Boltzmann Equation. Multiscale Model. Simul. 18(1): 475-501 (2020) - [j22]Kit Newton, Qin Li
Diffusive Optical Tomography in the Bayesian Framework. Multiscale Model. Simul. 18(2): 589-611 (2020) - [j21]Ke Chen
Randomized Sampling for Basis Function Construction in Generalized Finite Element Methods. Multiscale Model. Simul. 18(2): 1153-1177 (2020) - [j20]Ru-Yu Lai
Parameter Reconstruction for General Transport Equation. SIAM J. Math. Anal. 52(3): 2734-2758 (2020) - [j19]Ke Chen
Structured Random Sketching for PDE Inverse Problems. SIAM J. Matrix Anal. Appl. 41(4): 1742-1770 (2020) - [j18]Ke Chen
Random Sampling and Efficient Algorithms for Multiscale PDEs. SIAM J. Sci. Comput. 42(5): A2974-A3005 (2020) - [c1]Zhiyan Ding, Qin Li:
Variance reduction for Random Coordinate Descent-Langevin Monte Carlo. NeurIPS 2020 - [i16]Shi Chen, Qin Li, Xu Yang:
Semi-classical limit for the varying-mass Schrödinger equation with random inhomogeneities. CoRR abs/2002.05277 (2020) - [i15]Zhiyan Ding, Qin Li, Jianfeng Lu:
Ensemble Kalman Inversion for nonlinear problems: weights, consistency, and variance bounds. CoRR abs/2003.02316 (2020) - [i14]Zhiyan Ding, Qin Li:
Variance reduction for Langevin Monte Carlo in high dimensional sampling problems. CoRR abs/2006.06068 (2020) - [i13]Zhiyan Ding, Qin Li:
Langevin Monte Carlo: random coordinate descent and variance reduction. CoRR abs/2007.14209 (2020) - [i12]Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright:
Random Coordinate Langevin Monte Carlo. CoRR abs/2010.01405 (2020) - [i11]Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright:
Random Coordinate Underdamped Langevin Monte Carlo. CoRR abs/2010.11366 (2020) - [i10]Shi Chen
Manifold Learning and Nonlinear Homogenization. CoRR abs/2011.00568 (2020) - [i9]Irene M. Gamba, Qin Li, Anjali Nair:
Reconstructing the thermal phonon transmission coefficient at solid interfaces in the phonon transport equation. CoRR abs/2011.13047 (2020) - [i8]Shi Chen, Qin Li:
Semi-classical limit of an inverse problem for the Schrödinger equation. CoRR abs/2012.13833 (2020)
2010 – 2019
- 2019
- [j17]Qin Li
Diffusion Equation-Assisted Markov Chain Monte Carlo Methods for the Inverse Radiative Transfer Equation. Entropy 21(3): 291 (2019) - [j16]Hongxu Chen, Qin Li
A numerical method for coupling the BGK model and Euler equations through the linearized Knudsen layer. J. Comput. Phys. 398 (2019) - [j15]Anne Gelb
Numerical Analysis for Conservation Laws Using l1 Minimization. J. Sci. Comput. 81(3): 1240-1265 (2019) - [j14]Ru-Yu Lai
Inverse Problems for the Stationary Transport Equation in the Diffusion Scaling. SIAM J. Appl. Math. 79(6): 2340-2358 (2019) - [i7]Ke Chen, Qin Li, Jianfeng Lu, Stephen J. Wright:
A low-rank Schwarz method for radiative transport equation with heterogeneous scattering coefficient. CoRR abs/1906.02176 (2019) - [i6]Zhiyan Ding, Lukas Einkemmer, Qin Li:
Error analysis of an asymptotic preserving dynamical low-rank integrator for the multi-scale radiative transfer equation. CoRR abs/1907.04247 (2019) - [i5]Zhiyan Ding, Qin Li:
Mean-field limit and numerical analysis for Ensemble Kalman Inversion: linear setting. CoRR abs/1908.05575 (2019) - [i4]Ke Chen, Qin Li, Kit Newton, Steve Wright:
Structured random sketching for PDE inverse problems. CoRR abs/1909.11290 (2019) - [i3]Ke Chen, Qin Li, Stephen J. Wright:
Schwarz iteration method for elliptic equation with rough media based on random sampling. CoRR abs/1910.02022 (2019) - [i2]Zhiyan Ding, Yiding Chen, Qin Li, Xiaojin Zhu:
Error Lower Bounds of Constant Step-size Stochastic Gradient Descent. CoRR abs/1910.08212 (2019) - [i1]Zhiyan Ding, Qin Li:
Ensemble Kalman Sampling: mean-field limit and convergence analysis. CoRR abs/1910.12923 (2019) - 2018
- [j13]Xinghui Zhong
Galerkin Methods for Stationary Radiative Transfer Equations with Uncertain Coefficients. J. Sci. Comput. 76(2): 1105-1126 (2018) - [j12]Ke Chen, Qin Li
Stability of Inverse Transport Equation in Diffusion Scaling and Fokker-Planck Limit. SIAM J. Appl. Math. 78(5): 2626-2647 (2018) - [j11]Qin Li
A New Numerical Approach to Inverse Transport Equation with Error Analysis. SIAM J. Numer. Anal. 56(6): 3358-3385 (2018) - 2017
- [j10]Qin Li
Uniform Regularity for Linear Kinetic Equations with Random Input Based on Hypocoercivity. SIAM/ASA J. Uncertain. Quantification 5(1): 1193-1219 (2017) - [j9]Thomas Y. Hou, Qin Li
A Sparse Decomposition of Low Rank Symmetric Positive Semidefinite Matrices. Multiscale Model. Simul. 15(1): 410-444 (2017) - [j8]Thomas Y. Hou, Qin Li
Exploring the Locally Low Dimensional Structure in Solving Random Elliptic PDEs. Multiscale Model. Simul. 15(2): 661-695 (2017) - [j7]Qin Li
An Asymptotic Preserving Method for Transport Equations with Oscillatory Scattering Coefficients. Multiscale Model. Simul. 15(4): 1694-1718 (2017) - [j6]Qin Li
Half-space kinetic equations with general boundary conditions. Math. Comput. 86(305): 1269-1301 (2017) - 2015
- [j5]Thomas Y. Hou, Qin Li
Sparse + low-energy decomposition for viscous conservation laws. J. Comput. Phys. 288: 150-166 (2015) - [j4]Qin Li
Diffusion approximations and domain decomposition method of linear transport equations: Asymptotics and numerics. J. Comput. Phys. 292: 141-167 (2015) - [j3]Jingwei Hu, Qin Li
Asymptotic-Preserving Exponential Methods for the Quantum Boltzmann Equation with High-Order Accuracy. J. Sci. Comput. 62(2): 555-574 (2015) - [j2]Lihui Chai
A Multiband Semiclassical Model for Surface Hopping Quantum Dynamics. Multiscale Model. Simul. 13(1): 205-230 (2015) - 2014
- [j1]Qin Li
Exponential Runge-Kutta for the inhomogeneous Boltzmann equations with high order of accuracy. J. Comput. Phys. 259: 402-420 (2014)
Coauthor Index
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