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Lili Ju
ORCID
Publication Activity (10 Years)
Years Active: 2002-2024
Publications (10 Years): 94
Top Topics
Semantic Segmentation
Gradient Flow
Top Venues
CoRR
J. Comput. Phys.
J. Sci. Comput.
Math. Comput.
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Publications
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Hao Tian
,
Junke Lu
,
Lili Ju
A novel bond-based nonlocal diffusion model with matrix-valued coefficients in non-divergence form and its collocation discretization.
Comput. Math. Appl.
173 (2024)
Zezhong Zhang
,
Feng Bao
,
Lili Ju
,
Guannan Zhang
Transferable Neural Networks for Partial Differential Equations.
J. Sci. Comput.
99 (1) (2024)
Lili Ju
,
Hao Tian
,
Junke Lu
A novel bond-based nonlocal diffusion model with matrix-valued coefficients in non-divergence form and its collocation discretization.
CoRR
(2024)
Yuwei Geng
,
Yuankai Teng
,
Zhu Wang
,
Lili Ju
A deep learning method for the dynamics of classic and conservative Allen-Cahn equations based on fully-discrete operators.
J. Comput. Phys.
496 (2024)
Yingzhi Qian
,
Xiaoping Zhang
,
Yan Zhu
,
Lili Ju
,
Alberto Guadagnini
,
Jiesheng Huang
A novel vertex-centered finite volume method for solving Richards' equation and its adaptation to local mesh refinement.
J. Comput. Phys.
501 (2024)
Yuwei Geng
,
Jasdeep Singh
,
Lili Ju
,
Boris Kramer
,
Zhu Wang
Gradient Preserving Operator Inference: Data-Driven Reduced-Order Models for Equations with Gradient Structure.
CoRR
(2024)
Wenkai Liu
,
Tao Guan
,
Bin Zhu
,
Lili Ju
,
Zikai Song
,
Dan Li
,
Yuesong Wang
,
Wei Yang
EfficientGS: Streamlining Gaussian Splatting for Large-Scale High-Resolution Scene Representation.
CoRR
(2024)
Chenguang Liu
,
Jie Sun
,
Hao Tian
,
Wai-Sun Don
,
Lili Ju
A high-order multi-time-step scheme for bond-based peridynamics.
CoRR
(2024)
Chenguang Liu
,
Jie Sun
,
Hao Tian
,
Wai Sun Don
,
Lili Ju
A high-order multi-time-step scheme for bond-based peridynamics.
J. Comput. Appl. Math.
449 (2024)
Jianguo Huang
,
Lili Ju
,
Yuejin Xu
Efficient Exponential Integrator Finite Element Method for Semilinear Parabolic Equations.
SIAM J. Sci. Comput.
45 (4) (2023)
Dianming Hou
,
Zhonghua Qiao
,
Lili Ju
A linear doubly stabilized Crank-Nicolson scheme for the Allen-Cahn equation with a general mobility.
CoRR
(2023)
Zezhong Zhang
,
Feng Bao
,
Lili Ju
,
Guannan Zhang
TransNet: Transferable Neural Networks for Partial Differential Equations.
CoRR
(2023)
Jingwei Li
,
Rihui Lan
,
Yongyong Cai
,
Lili Ju
,
Xiaoqiang Wang
Second-Order Semi-Lagrangian Exponential Time Differencing Method with Enhanced Error Estimate for the Convective Allen-Cahn Equation.
J. Sci. Comput.
97 (1) (2023)
Dianming Hou
,
Lili Ju
,
Zhonghua Qiao
A linear second-order maximum bound principle-preserving BDF scheme for the Allen-Cahn equation with a general mobility.
Math. Comput.
92 (344) (2023)
Rihui Lan
,
Jingwei Li
,
Yongyong Cai
,
Lili Ju
Operator splitting based structure-preserving numerical schemes for the mass-conserving convective Allen-Cahn equation.
J. Comput. Phys.
472 (2023)
Anthony D. Gruber
,
Max D. Gunzburger
,
Lili Ju
,
Zhu Wang
A Multifidelity Monte Carlo Method for Realistic Computational Budgets.
J. Sci. Comput.
94 (1) (2023)
Dianming Hou
,
Lili Ju
,
Zhonghua Qiao
Energy-dissipative spectral renormalization exponential integrator method for gradient flow problems.
CoRR
(2023)
Xinyi Wu
,
Zhenyao Wu
,
Lili Ju
,
Song Wang
A One-Stage Domain Adaptation Network With Image Alignment for Unsupervised Nighttime Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (1) (2023)
Yuankai Teng
,
Zhu Wang
,
Lili Ju
,
Anthony D. Gruber
,
Guannan Zhang
Level Set Learning with Pseudoreversible Neural Networks for Nonlinear Dimension Reduction in Function Approximation.
SIAM J. Sci. Comput.
45 (3) (2023)
Junqing Ji
,
Lili Ju
,
Xiaoping Zhang
Deep surrogate model for learning Green's function associated with linear reaction-diffusion operator.
CoRR
(2023)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Generalized SAV-Exponential Integrator Schemes for Allen-Cahn Type Gradient Flows.
SIAM J. Numer. Anal.
60 (4) (2022)
Wei Leng
,
Lili Ju
Trace transfer-based diagonal sweeping domain decomposition method for the Helmholtz equation: Algorithms and convergence analysis.
J. Comput. Phys.
455 (2022)
Qingshan Chen
,
Lili Ju
,
Roger Temam
Conservative Numerical Schemes with Optimal Dispersive Wave Relations: Part II. Numerical Evaluations.
J. Sci. Comput.
92 (2) (2022)
Xinyi Wu
,
Zhenyao Wu
,
Yuhang Lu
,
Lili Ju
,
Song Wang
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation.
AAAI
(2022)
Anthony Gruber
,
Max D. Gunzburger
,
Lili Ju
,
Zhu Wang
Energetically Consistent Model Reduction for Metriplectic Systems.
CoRR
(2022)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Stabilized Exponential-SAV Schemes Preserving Energy Dissipation Law and Maximum Bound Principle for The Allen-Cahn Type Equations.
J. Sci. Comput.
92 (2) (2022)
Cao-Kha Doan
,
Thi-Thao-Phuong Hoang
,
Lili Ju
,
Katharina Schratz
Low regularity integrators for semilinear parabolic equations with maximum bound principles.
CoRR
(2022)
Jianguo Huang
,
Lili Ju
,
Yuejin Xu
Efficient Exponential Integrator Finite Element Method for Semilinear Parabolic Equations.
CoRR
(2022)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Generalized SAV-exponential integrator schemes for Allen-Cahn type gradient flows.
CoRR
(2022)
Anthony Gruber
,
Max D. Gunzburger
,
Lili Ju
,
Zhu Wang
A Multifidelity Monte Carlo Method for Realistic Computational Budgets.
CoRR
(2022)
Dianming Hou
,
Lili Ju
,
Zhonghua Qiao
A linear second-order maximum bound principle-preserving BDF scheme for the Allen-Cahn equation with general mobility.
CoRR
(2022)
Rihui Lan
,
Lili Ju
,
Zhu Wang
,
Max D. Gunzburger
,
Philip Jones
High-order multirate explicit time-stepping schemes for the baroclinic-barotropic split dynamics in primitive equations.
J. Comput. Phys.
457 (2022)
Zhenyao Wu
,
Xinyi Wu
,
Xiaoping Zhang
,
Lili Ju
,
Song Wang
SiamDoGe: Domain Generalizable Semantic Segmentation Using Siamese Network.
ECCV (38)
(2022)
Yuankai Teng
,
Xiaoping Zhang
,
Zhu Wang
,
Lili Ju
Learning Green’s Functions of Linear Reaction-Diffusion Equations with Application to Fast Numerical Solver.
MSML
(2022)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Stabilized exponential-SAV schemes preserving energy dissipation law and maximum bound principle for the Allen-Cahn type equations.
CoRR
(2022)
Xinyi Wu
,
Zhenyao Wu
,
Jin Wan
,
Lili Ju
,
Song Wang
Is It Necessary to Transfer Temporal Knowledge for Domain Adaptive Video Semantic Segmentation?
ECCV (27)
(2022)
Yongyong Cai
,
Lili Ju
,
Rihui Lan
,
Jingwei Li
Stabilized exponential time differencing schemes for the convective Allen-Cahn equation.
CoRR
(2022)
Rihui Lan
,
Wei Leng
,
Zhu Wang
,
Lili Ju
,
Max D. Gunzburger
Parallel Exponential Time Differencing Methods for Geophysical Flow Simulations.
CoRR
(2021)
Xinyi Wu
,
Zhenyao Wu
,
Lili Ju
,
Song Wang
Binaural Audio-Visual Localization.
AAAI
(2021)
Xinyi Wu
,
Zhenyao Wu
,
Hao Guo
,
Lili Ju
,
Song Wang
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation.
CoRR
(2021)
Kun Jiang
,
Lili Ju
,
Jingwei Li
,
Xiao Li
Unconditionally stable exponential time differencing schemes for the mass-conserving Allen-Cahn equation with nonlocal and local effects.
CoRR
(2021)
Jingwei Li
,
Xiao Li
,
Lili Ju
,
Xinlong Feng
Stabilized integrating factor Runge-Kutta method and unconditional preservation of maximum bound principle.
CoRR
(2021)
Yuankai Teng
,
Xiaoping Zhang
,
Zhu Wang
,
Lili Ju
Learning Green's Functions of Linear Reaction-Diffusion Equations with Application to Fast Numerical Solver.
CoRR
(2021)
Jingwei Li
,
Lili Ju
,
Yongyong Cai
,
Xinlong Feng
Unconditionally Maximum Bound Principle Preserving Linear Schemes for the Conservative Allen-Cahn Equation with Nonlocal Constraint.
J. Sci. Comput.
87 (3) (2021)
Qingshan Chen
,
Lili Ju
,
Roger Temam
Conservative numerical schemes with optimal dispersive wave relations: Part I. Derivation and analysis.
Numerische Mathematik
149 (1) (2021)
Yuesong Wang
,
Keyang Luo
,
Zhuo Chen
,
Lili Ju
,
Tao Guan
DeepFusion: A simple way to improve traditional multi-view stereo methods using deep learning.
Knowl. Based Syst.
221 (2021)
Anthony Gruber
,
Max D. Gunzburger
,
Lili Ju
,
Yuankai Teng
,
Zhu Wang
Nonlinear Level Set Learning for Function Approximation on Sparse Data with Applications to Parametric Differential Equations.
CoRR
(2021)
Anthony Gruber
,
Max D. Gunzburger
,
Lili Ju
,
Zhu Wang
A Comparison of Neural Network Architectures for Data-Driven Reduced-Order Modeling.
CoRR
(2021)
Xinyi Wu
,
Zhenyao Wu
,
Yuhang Lu
,
Lili Ju
,
Song Wang
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation.
CoRR
(2021)
Zhenyao Wu
,
Xinyi Wu
,
Xiaoping Zhang
,
Song Wang
,
Lili Ju
Learning Depth from Single Image Using Depth-Aware Convolution and Stereo Knowledge.
ICME
(2021)
Jingwei Li
,
Xiao Li
,
Lili Ju
,
Xinlong Feng
Stabilized Integrating Factor Runge-Kutta Method and Unconditional Preservation of Maximum Bound Principle.
SIAM J. Sci. Comput.
43 (3) (2021)
Xinyi Wu
,
Zhenyao Wu
,
Hao Guo
,
Lili Ju
,
Song Wang
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation.
CVPR
(2021)
Qiang Du
,
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Maximum Bound Principles for a Class of Semilinear Parabolic Equations and Exponential Time-Differencing Schemes.
SIAM Rev.
63 (2) (2021)
Xiaoping Zhang
,
Tao Cheng
,
Lili Ju
Implicit Form Neural Network for Learning Scalar Hyperbolic Conservation Laws.
MSML
(2021)
Yuankai Teng
,
Zhu Wang
,
Lili Ju
,
Anthony Gruber
,
Guannan Zhang
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation.
CoRR
(2021)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
,
Jiang Yang
Maximum bound principle preserving integrating factor Runge-Kutta methods for semilinear parabolic equations.
J. Comput. Phys.
439 (2021)
Rihui Lan
,
Lili Ju
,
Zhu Wang
,
Max D. Gunzburger
,
Philip Jones
High-Order Multirate Explicit Time-Stepping Schemes for the Baroclinic-Barotropic Split Dynamics in Primitive Equations.
CoRR
(2021)
Keyang Luo
,
Tao Guan
,
Lili Ju
,
Yuesong Wang
,
Zhuo Chen
,
Yawei Luo
Attention-Aware Multi-View Stereo.
CVPR
(2020)
Qiang Du
,
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Maximum bound principles for a class of semilinear parabolic equations and exponential time differencing schemes.
CoRR
(2020)
Wei Leng
,
Lili Ju
A diagonal sweeping domain decomposition method with trace transfer for the Helmholtz equation.
CoRR
(2020)
Huadong Gao
,
Lili Ju
,
Ravindra Duddu
,
Hongwei Li
An efficient second-order linear scheme for the phase field model of corrosive dissolution.
J. Comput. Appl. Math.
367 (2020)
Huadong Gao
,
Lili Ju
,
Xiao Li
,
Ravindra Duddu
A space-time adaptive finite element method with exponential time integrator for the phase field model of pitting corrosion.
J. Comput. Phys.
406 (2020)
Qingshan Chen
,
Lili Ju
,
Roger Temam
Conservative numerical schemes with optimal dispersive wave relations - Part II. Numerical evaluations.
CoRR
(2020)
Thi-Thao-Phuong Hoang
,
Lili Ju
,
Zhu Wang
Nonoverlapping Localized Exponential Time Differencing Methods for Diffusion Problems.
J. Sci. Comput.
82 (2) (2020)
Thi-Thao-Phuong Hoang
,
Lili Ju
,
Wei Leng
,
Zhu Wang
High order explicit local time stepping methods for hyperbolic conservation laws.
Math. Comput.
89 (324) (2020)
Hao Tian
,
Jing Zhang
,
Lili Ju
A spectral collocation method for nonlocal diffusion equations with volume constrained boundary conditions.
Appl. Math. Comput.
370 (2020)
Xinyi Wu
,
Zhenyao Wu
,
Jinglin Zhang
,
Lili Ju
,
Song Wang
SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM.
AAAI
(2020)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
,
Jiang Yang
Maximum bound principle preserving integrating factor Runge-Kutta methods for semilinear parabolic equations.
CoRR
(2020)
Yuesong Wang
,
Tao Guan
,
Zhuo Chen
,
Yawei Luo
,
Keyang Luo
,
Lili Ju
Mesh-Guided Multi-View Stereo With Pyramid Architecture.
CVPR
(2020)
Wei Leng
,
Lili Ju
A diagonal sweeping domain decomposition method with source transfer for the Helmholtz equation.
CoRR
(2020)
Jianguo Huang
,
Lili Ju
,
Bo Wu
A fast compact exponential time differencing method for semilinear parabolic equations with Neumann boundary conditions.
Appl. Math. Lett.
94 (2019)
Jianguo Huang
,
Lili Ju
,
Bo Wu
A fast compact time integrator method for a family of general order semilinear evolution equations.
J. Comput. Phys.
393 (2019)
Huadong Gao
,
Lili Ju
,
Wen Xie
A Stabilized Semi-Implicit Euler Gauge-Invariant Method for the Time-Dependent Ginzburg-Landau Equations.
J. Sci. Comput.
80 (2) (2019)
Xinyi Wu
,
Zhenyao Wu
,
Yujun Zhang
,
Lili Ju
,
Song Wang
Multi-Video Temporal Synchronization by Matching Pose Features of Shared Moving Subjects.
ICCV Workshops
(2019)
Wei Leng
,
Lili Ju
An Additive Overlapping Domain Decomposition Method for the Helmholtz Equation.
SIAM J. Sci. Comput.
41 (2) (2019)
Qiang Du
,
Lili Ju
,
Jianfang Lu
Analysis of Fully Discrete Approximations for Dissipative Systems and Application to Time-Dependent Nonlocal Diffusion Problems.
J. Sci. Comput.
78 (3) (2019)
Zhenyao Wu
,
Xinyi Wu
,
Xiaoping Zhang
,
Song Wang
,
Lili Ju
Semantic Stereo Matching With Pyramid Cost Volumes.
ICCV
(2019)
Qiang Du
,
Lili Ju
,
Jianfang Lu
A discontinuous Galerkin method for one-dimensional time-dependent nonlocal diffusion problems.
Math. Comput.
88 (315) (2019)
Keyang Luo
,
Tao Guan
,
Lili Ju
,
Haipeng Huang
,
Yawei Luo
P-MVSNet: Learning Patch-Wise Matching Confidence Aggregation for Multi-View Stereo.
ICCV
(2019)
Qiang Du
,
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Maximum Principle Preserving Exponential Time Differencing Schemes for the Nonlocal Allen-Cahn Equation.
SIAM J. Numer. Anal.
57 (2) (2019)
Zhenyao Wu
,
Xinyi Wu
,
Xiaoping Zhang
,
Song Wang
,
Lili Ju
Spatial Correspondence With Generative Adversarial Network: Learning Depth From Monocular Videos.
ICCV
(2019)
Thi-Thao-Phuong Hoang
,
Wei Leng
,
Lili Ju
,
Zhu Wang
,
Konstantin Pieper
Conservative explicit local time-stepping schemes for the shallow water equations.
J. Comput. Phys.
382 (2019)
Hongwei Li
,
Lili Ju
,
Chenfei Zhang
,
Qiujin Peng
Unconditionally Energy Stable Linear Schemes for the Diffuse Interface Model with Peng-Robinson Equation of State.
J. Sci. Comput.
75 (2) (2018)
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
,
Hui Zhang
Energy stability and error estimates of exponential time differencing schemes for the epitaxial growth model without slope selection.
Math. Comput.
87 (312) (2018)
Shujie Li
,
Li-Shi Luo
,
Zhi Jian Wang
,
Lili Ju
An exponential time-integrator scheme for steady and unsteady inviscid flows.
J. Comput. Phys.
365 (2018)
Jianfeng Zhang
,
Liezhuo Zhang
,
Yuankai Teng
,
Xiaoping Zhang
,
Song Wang
,
Lili Ju
Interactive Binary Image Segmentation with Edge Preservation.
CoRR
(2018)
Huanhuan Yang
,
Max D. Gunzburger
,
Lili Ju
Fast spherical centroidal Voronoi mesh generation: A Lloyd-preconditioned LBFGS method in parallel.
J. Comput. Phys.
367 (2018)
Qiang Du
,
Lili Ju
,
Xiao Li
,
Zhonghua Qiao
Stabilized linear semi-implicit schemes for the nonlocal Cahn-Hilliard equation.
J. Comput. Phys.
363 (2018)
Siwei Duo
,
Lili Ju
,
Yanzhi Zhang
A fast algorithm for solving the space-time fractional diffusion equation.
Comput. Math. Appl.
75 (6) (2018)
Xiaoqiang Wang
,
Lili Ju
,
Qiang Du
Efficient and stable exponential time differencing Runge-Kutta methods for phase field elastic bending energy models.
J. Comput. Phys.
316 (2016)
Xiaoping Zhang
,
Max D. Gunzburger
,
Lili Ju
Quadrature rules for finite element approximations of 1D nonlocal problems.
J. Comput. Phys.
310 (2016)
Xiaochuan Fan
,
Lili Ju
,
Xiaoqiang Wang
,
Song Wang
A fuzzy edge-weighted centroidal Voronoi tessellation model for image segmentation.
Comput. Math. Appl.
71 (11) (2016)
Liyong Zhu
,
Lili Ju
,
Weidong Zhao
Fast High-Order Compact Exponential Time Differencing Runge-Kutta Methods for Second-Order Semilinear Parabolic Equations.
J. Sci. Comput.
67 (3) (2016)
Jian Zhang
,
Chunbao Zhou
,
Yangang Wang
,
Lili Ju
,
Qiang Du
,
Xuebin Chi
,
Dongsheng Xu
,
Dexun Chen
,
Yong Liu
,
Zhao Liu
Extreme-scale phase field simulations of coarsening dynamics on the sunway taihulight supercomputer.
SC
(2016)
Youjie Zhou
,
Lili Ju
,
Song Wang
Multiscale Superpixels and Supervoxels Based on Hierarchical Edge-Weighted Centroidal Voronoi Tessellation.
WACV
(2015)
Lili Ju
,
Jian Zhang
,
Liyong Zhu
,
Qiang Du
Fast Explicit Integration Factor Methods for Semilinear Parabolic Equations.
J. Sci. Comput.
62 (2) (2015)
Youjie Zhou
,
Lili Ju
,
Song Wang
Multiscale Superpixels and Supervoxels Based on Hierarchical Edge-Weighted Centroidal Voronoi Tessellation.
IEEE Trans. Image Process.
24 (11) (2015)
Youjie Zhou
,
Lili Ju
,
Yu Cao
,
Jarrell W. Waggoner
,
Yuewei Lin
,
Jeff P. Simmons
,
Song Wang
Edge-Weighted Centroid Voronoi Tessellation with Propagation of Consistency Constraint for 3D Grain Segmentation in Microscopic Superalloy Images.
CVPR Workshops
(2014)
Wei Leng
,
Lili Ju
,
Yan Xie
,
Tao Cui
,
Max D. Gunzburger
Finite element three-dimensional Stokes ice sheet dynamics model with enhanced local mass conservation.
J. Comput. Phys.
274 (2014)
Qiang Du
,
Lili Ju
,
Li Tian
,
Kun Zhou
A posteriori error analysis of finite element method for linear nonlocal diffusion and peridynamic models.
Math. Comput.
82 (284) (2013)