Graph Signal Processing (1 paper)
Y. Liu, H. Zhou, J. Wang, F. Yang, X. Zeng, L. Shang, "Graph Signal Processing-based Initialization for Chip Placement Acceleration”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2025.
Graph Neural Networks (2 papers)
G. Zhang, H. He, D. Katabi, “Circuit-GNN: Graph Neural Networks for Distributed Circuit Design”, International Conference on Machine Learning, pages 7364-7373, 2019.
Y. Hou, H. Ye, Y. Zhang, S. Xu, G. Song, "TransPlace: Transferable Circuit Global Placement via Graph Neural Network", Preprint, March 2025.