Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction

Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction

10 November 2021

Papers citing "Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction"

12 / 12 papers shown

Title
Logic Synthesis Optimization with Predictive Self-Supervision via Causal Transformers Raika Karimi Faezeh Faez Yingxue Zhang Xing Li Lei Chen M. Yuan Mahdi Biparva 56 0 0 16 Sep 2024
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network Yunbo Hou Haoran Ye Yingxue Zhang Siyuan Xu Guojie Song 32 1 0 04 Jun 2024
DE-HNN: An effective neural model for Circuit Netlist representation Zhishang Luo Truong-Son Hy Puoya Tabaghi Donghyeon Koh Michael Defferrard Elahe Rezaei Ryan Carey William Rhett Davis Rajeev Jain Yusu Wang 24 5 0 30 Mar 2024
PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling Ruizhe Zhong Junjie Ye Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Junchi Yan 46 8 0 27 Feb 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning Theodore Papamarkou Tolga Birdal Michael M. Bronstein Gunnar Carlsson Justin Curry ... Petar Velickovic Bei Wang Yusu Wang Guo-Wei Wei Ghada Zamzmi AI4CE 62 26 0 14 Feb 2024
Circuit as Set of Points Jialv Zou Xinggang Wang Jiahao Guo Wenyu Liu Qian Zhang Chang Huang GNN 3DV 3DPC 31 0 0 26 Oct 2023
A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Zhihai Wang Lei Chen Jie Wang Xing Li Yinqi Bai Xijun Li M. Yuan Jianye Hao Yongdong Zhang Feng Wu 31 7 0 22 Aug 2023
Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction Zhixiong Di Runzhe Tao Lin Chen Qiang Wu Yibo Lin 17 0 0 07 Aug 2023
Variational Label-Correlation Enhancement for Congestion Prediction Biao Liu Congyu Qiao Ning Xu Xin Geng Ziran Zhu Jun Yang 156 2 0 01 Aug 2023
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs Lilas Alrahis J. Knechtel Ozgur Sinanoglu GNN AI4CE 49 22 0 29 Nov 2022
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jun Zhao Haotong Zhang Alex Smola Jinyang Li Zheng-Wei Zhang AI4CE GNN 206 747 0 03 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 308 31,280 0 16 Jan 2013