Yinuo Ren

According to our database, Yinuo Ren authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms.

Yinuo Ren, Haoxuan Chen, Yuchen Zhu, Wei Guo, Yongxin Chen, Grant M. Rotskoff, Molei Tao, Lexing Ying

CoRR, February, 2025

2024

HyperDPO: Hypernetwork-based Multi-Objective Fine-Tuning Framework.

Yinuo Ren, Tesi Xiao, Michael Shavlovsky, Lexing Ying, Holakou Rahmanian

CoRR, 2024

How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework.

Yinuo Ren, Haoxuan Chen, Grant M. Rotskoff, Lexing Ying

CoRR, 2024

Optimal starting point for time series forecasting.

Yiming Zhong, Yinuo Ren, Guangyao Cao, Feng Li, Haobo Qi

CoRR, 2024

Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity.

Haoxuan Chen, Yinuo Ren, Lexing Ying, Grant M. Rotskoff

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow.

Yinuo Ren, Tesi Xiao, Tanmay Gangwani, Anshuka Rangi, Holakou Rahmanian, Lexing Ying, Subhajit Sanyal

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Understanding the Generalization Benefits of Late Learning Rate Decay.

Yinuo Ren, Chao Ma, Lexing Ying

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Statistical Spatially Inhomogeneous Diffusion Inference.

Yinuo Ren, Yiping Lu, Lexing Ying, Grant M. Rotskoff

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Infinite forecast combinations based on Dirichlet process.

Yinuo Ren, Feng Li, Yanfei Kang, Jue Wang

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

High-dimensional density estimation with tensorizing flow.

Yinuo Ren, Hongli Zhao, Yuehaw Khoo, Lexing Ying

CoRR, 2022

2021

Hermite spectral method for Fokker-Planck-Landau equation modeling collisional plasma.

Ruo Li, Yinuo Ren, Yanli Wang

J. Comput. Phys., 2021

A semigroup method for high dimensional committor functions based on neural network.

Haoya Li, Yuehaw Khoo, Yinuo Ren, Lexing Ying

Proceedings of the Mathematical and Scientific Machine Learning, 2021

2020

Solving for high dimensional committor functions using neural network with online approximation to derivatives.

Haoya Li, Yuehaw Khoo, Yinuo Ren, Lexing Ying

CoRR, 2020