Solving for high dimensional committor functions using neural network with online approximation to derivatives. - Haoya Li; Yuehaw Khoo; Yinuo Ren; Lexing Ying (CoRR, 2020)

A semigroup method for high dimensional committor functions based on neural network. - Haoya Li; Yuehaw Khoo; Yinuo Ren; Lexing Ying (MSML, 2021)

Quasi-Newton policy gradient algorithms. - Haoya Li; Samarth Gupta; Hsiang-Fu Yu; Lexing Ying; Inderjit S. Dhillon (CoRR, 2021)

A simple multiscale method for mean field games. - Haoya Li; Yuwei Fan; Lexing Ying (J. Comput. Phys., 2021)

Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits. - Jiahao Yao; Haoya Li; Marin Bukov; Lin Lin 001; Lexing Ying (MSML, 2022)

A semigroup method for high dimensional elliptic PDEs and eigenvalue problems based on neural networks. - Haoya Li; Lexing Ying (J. Comput. Phys., 2022)

A note on spike localization for line spectrum estimation. - Haoya Li; Hongkang Ni; Lexing Ying (CoRR, 2023)

Heisenberg-limited Hamiltonian learning for interacting bosons. - Haoya Li; Yu Tong; Hongkang Ni; Tuvia Gefen; Lexing Ying (CoRR, 2023)

Quantum Hamiltonian Learning for the Fermi-Hubbard Model. - Hongkang Ni; Haoya Li; Lexing Ying (CoRR, 2023)

On efficient quantum block encoding of pseudo-differential operators. - Haoya Li; Hongkang Ni; Lexing Ying (Quantum, 2023)

Approximate Newton Policy Gradient Algorithms. - Haoya Li; Samarth Gupta; Hsiang-Fu Yu; Lexing Ying; Inderjit S. Dhillon (SIAM J. Sci. Comput., 2023)

On low-depth algorithms for quantum phase estimation. - Hongkang Ni; Haoya Li; Lexing Ying (Quantum, 2023)

Quantum Multiple Eigenvalue Gaussian filtered Search: an efficient and versatile quantum phase estimation method. - Zhiyan Ding; Haoya Li; Lin Lin 001; Hongkang Ni; Lexing Ying; Ruizhe Zhang 016 (Quantum, 2024)

Accelerating Primal-Dual Methods for Regularized Markov Decision Processes. - Haoya Li; Hsiang-Fu Yu; Lexing Ying; Inderjit S. Dhillon (SIAM J. Optim., 2024)

An Analysis of Offline Model-Based Learning with Action Noise. - Haoya Li; Tanmay Gangwani; Lexing Ying (J. Sci. Comput., 2025)