Yunan Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Filtering Method

Optimization Problems

Stochastic Gradient Descent

Constrained Optimization

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

Publications

Chunshu Wu, Ruibing Song, Chuan Liu, Yunan Yang, Ang Li, Michael C. Huang, Tong Geng
Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World. ICLR (2024)
Qin Li, Li Wang, Yunan Yang
Differential Equation-Constrained Optimization with Stochasticity. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Russel Caflisch, Yunan Yang
Adjoint Monte Carlo Method. CoRR (2024)
Lukas Einkemmer, Qin Li, Li Wang, Yunan Yang
Suppressing instability in a Vlasov-Poisson system by an external electric field through constrained optimization. J. Comput. Phys. 498 (2024)
Björn Engquist, Kui Ren, Yunan Yang
Adaptive State-Dependent Diffusion for Derivative-Free Optimization. CoRR (2023)
Qin Li, Li Wang, Yunan Yang
Differential-Equation Constrained Optimization With Stochasticity. CoRR (2023)
Roberto Molinaro, Yunan Yang, Björn Engquist, Siddhartha Mishra
Neural Inverse Operators for Solving PDE Inverse Problems. ICML (2023)
Levon Nurbekyan, Wanzhou Lei, Yunan Yang
Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based Optimization Problems. SIAM J. Sci. Comput. 45 (4) (2023)
Qin Li, Li Wang, Yunan Yang
Monte Carlo Gradient in Optimization Constrained by Radiative Transport Equation. SIAM J. Numer. Anal. 61 (6) (2023)
Jonah Botvinick-Greenhouse, Yunan Yang, Romit Maulik
Generative Modeling of Time-Dependent Densities via Optimal Transport and Projection Pursuit. CoRR (2023)
Hailiang Liu, Levon Nurbekyan, Xuping Tian, Yunan Yang
Adaptive Preconditioned Gradient Descent with Energy. CoRR (2023)
Yunan Yang, Levon Nurbekyan, Elisa Negrini, Robert Martin, Mirjeta Pasha
Optimal Transport for Parameter Identification of Chaotic Dynamics via Invariant Measures. SIAM J. Appl. Dyn. Syst. 22 (1) (2023)
Zhuo Liu, Yunan Yang, Zhenyu Pan, Anshujit Sharma, Amit Hasan, Caiwen Ding, Ang Li, Michael C. Huang, Tong Geng
Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning. DAC (2023)
Roberto Molinaro, Yunan Yang, Björn Engquist, Siddhartha Mishra
Neural Inverse Operators for Solving PDE Inverse Problems. CoRR (2023)
Yunan Yang, Denis Silantyev, Russel Caflisch
Adjoint DSMC for nonlinear spatially-homogeneous Boltzmann equation with a general collision model. J. Comput. Phys. 488 (2023)
Jonah Botvinick-Greenhouse, Robert Martin, Yunan Yang
Learning Dynamical Systems From Invariant Measures. CoRR (2023)
Annan Yu, Yunan Yang, Alex Townsend
Tuning Frequency Bias in Neural Network Training with Nonuniform Data. ICLR (2023)
Lukas Einkemmer, Qin Li, Li Wang, Yunan Yang
Suppressing Instability in a Vlasov-Poisson System by an External Electric Field Through Constrained Optimization. CoRR (2023)
Qin Li, Li Wang, Yunan Yang
Monte Carlo Gradient in Optimization Constrained by Radiative Transport Equation. CoRR (2022)
Kui Ren, Yunan Yang, Björn Engquist
A Generalized Weighted Optimization Method for Computational Learning and Inversion. CoRR (2022)
Yunan Yang, Denis Silantyev, Russel Caflisch
Adjoint DSMC for Nonlinear Spatially-Homogeneous Boltzmann Equation With a General Collision Model. CoRR (2022)
Annan Yu, Yunan Yang, Alex Townsend
A Quadrature Perspective on Frequency Bias in Neural Network Training with Nonuniform Data. CoRR (2022)
Kui Ren, Yunan Yang, Björn Engquist
A Generalized Weighted Optimization Method for Computational Learning and Inversion. ICLR (2022)
Björn Engquist, Kui Ren, Yunan Yang
An Algebraically Converging Stochastic Gradient Descent Algorithm for Global Optimization. CoRR (2022)
Levon Nurbekyan, Wanzhou Lei, Yunan Yang
Efficient Natural Gradient Descent Methods for Large-Scale Optimization Problems. CoRR (2022)
Yunan Yang, Alex Townsend, Daniel Appelö
Anderson acceleration based on the H-s Sobolev norm for contractive and noncontractive fixed-point operators. J. Comput. Appl. Math. 403 (2022)
Matthew M. Dunlop, Yunan Yang
Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion. SIAM/ASA J. Uncertain. Quantification 9 (4) (2021)
Russel Caflisch, Denis Silantyev, Yunan Yang
Adjoint DSMC for nonlinear Boltzmann equation constrained optimization. J. Comput. Phys. 439 (2021)
Yunan Yang, Jingwei Hu, Yifei Lou
Implicit Regularization Effects of the Sobolev Norms in Image Processing. CoRR (2021)
Björn Engquist, Yunan Yang
Optimal Transport Based Seismic Inversion: Beyond Cycle Skipping. CoRR (2020)
Russel Caflisch, Denis Silantyev, Yunan Yang
Adjoint DSMC for nonlinear Boltzmann equation constrained optimization. CoRR (2020)
Matthew M. Dunlop, Yunan Yang
Stability of Gibbs Posteriors from the Wasserstein Loss for Bayesian Full Waveform Inversion. CoRR (2020)
Yunan Yang
Anderson Acceleration for Seismic Inversion. CoRR (2020)
Yunan Yang, Alex Townsend, Daniel Appelö
Norm. CoRR (2020)
Björn Engquist, Yunan Yang
Seismic imaging and optimal transport. Commun. Inf. Syst. 19 (2) (2019)
Björn Engquist, Kui Ren, Yunan Yang
The quadratic Wasserstein metric for inverse data matching. CoRR (2019)
Yunan Yang, Björn Engquist
Analysis of Optimal Transport Related Misfit Functions in Seismic Imaging. GSI (2017)