Ao Yang

2 accepted papers

2026

R2G: A Multi-View Circuit Graph Benchmark Suite from RTL to GDSII

Zewei Zhou, Jiajun Zou, Jiajia Zhang, Ao Yang, Ruichao He, Haozheng Zhou +5

CVPR 2026

Graph neural networks (GNNs) are increasingly applied to physical design tasks such as congestion prediction and wirelength estimation, yet progress is hindered by inconsistent circuit representations and the absence of controlled evaluation protocols. We present R2G (RTL-to-GDSII), a multi-view cir

Cited by 0 Source ↗code ↗Scholar ↗

2025

RefleXGen: The unexamined code is not worth using

Bin Wang, Hui Li, Aofan Liu, BoTao Yang, Ao Yang, YiLu Zhong +4

ICASSP 2025accepted

Security in code generation remains a pivotal challenge when applying large language models (LLMs). This paper introduces RefleXGen, an innovative method that significantly enhances code security by integrating Retrieval-Augmented Generation (RAG) techniques with guided self-reflection mechanisms in…

Cited by 0 Source ↗Scholar ↗