Search Results for author: Xiwei Cheng

Found 3 papers, 1 papers with code

Stability and Generalization in Free Adversarial Training

1 code implementation13 Apr 2024 Xiwei Cheng, Kexin Fu, Farzan Farnia

In this work, we study the generalization performance of adversarial training methods using the algorithmic stability framework.

Generalization Bounds

DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization

no code implementations7 Mar 2024 Xiangxin Zhou, Xiwei Cheng, Yuwei Yang, Yu Bao, Liang Wang, Quanquan Gu

DecompOpt presents a new generation paradigm which combines optimization with conditional diffusion models to achieve desired properties while adhering to the molecular grammar.

Drug Discovery

Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method

no code implementations28 Dec 2021 Sijin Chen, Xiwei Cheng, Anthony Man-Cho So

This paper proposes a Generalized Power Method (GPM) to tackle the problem of community detection and group synchronization simultaneously in a direct non-convex manner.

Community Detection Stochastic Block Model

Cannot find the paper you are looking for? You can Submit a new open access paper.