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Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks.

, , , , , and . ASP-DAC, page 152-157. ACM, (2021)

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GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation., , , and . DATE, page 82-87. IEEE, (2021)Accurate Operation Delay Prediction for FPGA HLS Using Graph Neural Networks., , , , and . ICCAD, page 87:1-87:9. IEEE, (2020)GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks., , , and . LoG, volume 198 of Proceedings of Machine Learning Research, page 3. PMLR, (2022)SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation., , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 1814-1824. PMLR, (2021)Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits., , , , , , and . CoRR, (2024)Polynormer: Polynomial-Expressive Graph Transformer in Linear Time., , and . ICLR, OpenReview.net, (2024)Special Session: Machine Learning for Embedded System Design., , , , , , , , , and 1 other author(s). CODES+ISSS, page 28-37. IEEE, (2023)Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks., , , , , and . ASP-DAC, page 152-157. ACM, (2021)GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding., , , , and . ICLR, OpenReview.net, (2020)