1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2024★ 1 cited
Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization
Hongrui Chen, Lexing Ying
Diffusion models have achieved huge empirical success in data generation tasks. Recently, some efforts have been made to adapt the framework of diffusion models to discrete state s…
stat.ML2023
The Learnability of Reproducing Kernel Hilbert Spaces
Hongrui Chen, Jihao Long, Lei Wu
In this work, we analyze the learnability of reproducing kernel Hilbert spaces (RKHS) under the norm, which is critical for understanding the performance of kernel metho…
cs.LG2023
Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency
Hongrui Chen, Aditya Joglekar, Levent Burak Kara
We propose conditioning field initialization for neural network based topology optimization. In this work, we focus on (1) improving upon existing neural network based topology opt…