1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Generating Synthetic Net Load Data with Physics-informed Diffusion Model
Shaorong Zhang, Yuanbin Cheng, Nanpeng Yu
This paper presents a novel physics-informed diffusion model for generating synthetic net load data, addressing the challenges of data scarcity and privacy concerns. The proposed f…
quant-ph2024
Mixed-encoding one-photon-interference quantum secure direct communication
Xiangjie Li, Yuanbin Cheng, Xingbo Pan +2
Quantum secure direct communication (QSDC) guarantees both the security and reliability of information transmission using quantum states. One-photon-interference QSDC (OPI-QSDC) is…
eess.SY2023★ 1 cited
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models
Yuanbin Cheng, Koji Yamashita, Jim Follum +1
The global deployment of the phasor measurement units (PMUs) enables real-time monitoring of the power system, which has stimulated considerable research into machine learning-base…