4 papers
From Similarity to Feasibility: Diffusion-Refined Retrieval-Augmented Generation for Distribution Network Optimization
Yuxuan Chen, Haipeng Xie, Shuo Dai +2
Rapidly shifting operational scenarios driven by uncertain Distributed Energy Resource (DER) profiles render conventional distribution network optimization methods either computati…
AOHP: An Open-Source OS-Level Agent Harness for Personalized, Efficient and Secure Interaction
Shanhui Zhao, Jiacheng Liu, Guohong Liu +13
AI agents are driving a new software paradigm, with the ability to autonomously call tools, extract information, manage memory, and complete tasks that span applications and data s…
Mind the Intention: Task-Aware Backdoor Attacks for Forecast-Driven Distribution Network Operations
Yuxuan Chen, Haipeng Xie, Yichi Zhang +2
Accurate distributed energy resources (DERs) forecasting is critical for downstream optimal operations. However, such forecast-based operation can be highly vulnerable to cyberatta…
CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model
Yuxuan Chen, Haipeng Xie
The denoising diffusion probabilistic model has become a mainstream generative model, achieving significant success in various computer vision tasks. Recently, there has been initi…