Must-read papers on Graph Neural Networks (GNNs) for Integrated Circuits (ICs) design, security and reliability.
☆77Jul 10, 2025Updated 7 months ago
Alternatives and similar repositories for GNN4IC
Users that are interested in GNN4IC are comparing it to the libraries listed below
Sorting:
- GNN-RE datasets for circuit recognition☆56May 16, 2023Updated 2 years ago
- Graph Neural Networks for Predicting Circuit Reliability Degradation. TCAD 2022☆24Dec 9, 2022Updated 3 years ago
- Python version of tools to work with AIG formatted files☆12May 20, 2025Updated 9 months ago
- Source code for the Paper: "Deep Reinforcement Learning for Analog Circuit Sizing with an Electrical Design Space and Sparse Rewards"☆15Sep 12, 2022Updated 3 years ago
- A custom C++ routine to identify logic gates in the layout extracted netlist (SPICE) of digital circuits and generate gate-level Verilog …☆33Aug 21, 2024Updated last year
- OpenABC-D is a large-scale labeled dataset generated by synthesizing open source hardware IPs. This dataset can be used for various graph…☆144Jul 23, 2025Updated 7 months ago
- ☆48Mar 14, 2023Updated 2 years ago