1 code implementation • 13 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.
no code implementations • 7 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.
no code implementations • 28 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.