Tao, Molei
34 publications
ICLR
2025
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
NeurIPS
2025
Fast Non-Log-Concave Sampling Under Nonconvex Equality and Inequality Constraints with Landing
NeurIPS
2025
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
ICLRW
2025
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
NeurIPS
2024
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
NeurIPSW
2023
Good Regularity Creates Large Learning Rate Implicit Biases: Edge of Stability, Balancing, and Catapult
ICML
2021
Data-Driven Prediction of General Hamiltonian Dynamics via Learning Exactly-Symplectic Maps
NeurIPS
2020
Stochasticity of Deterministic Gradient Descent: Large Learning Rate for Multiscale Objective Function