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LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction

LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction

24 March 2022
Bo-Lan Wang
Guibao Shen
Dong Li
Jianye Hao
Wulong Liu
Yu Huang
Hongzhong Wu
Yibo Lin
Guangyong Chen
Pheng Ann Heng
ArXiv (abs)PDFHTML

Papers citing "LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction"

5 / 5 papers shown
Title
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection
Weihan Lu
Hong Cai Chen
17
0
0
08 Jun 2025
VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
Raghu Vamshi Hemadri
Jitendra Bhandari
Andre Nakkab
J. Knechtel
Badri P Gopalan
Ramesh Narayanaswamy
Ramesh Karri
Siddharth Garg
18
0
0
08 Jun 2025
State Estimation and Control of Dynamic Systems from High-Dimensional Image Data
State Estimation and Control of Dynamic Systems from High-Dimensional Image Data
Ashik E Rasul
Hyung-Jin Yoon
67
0
0
30 May 2025
DE-HNN: An effective neural model for Circuit Netlist representation
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
87
6
0
30 Mar 2024
Circuit as Set of Points
Circuit as Set of Points
Jialv Zou
Xinggang Wang
Jiahao Guo
Wenyu Liu
Qian Zhang
Chang Huang
GNN3DV3DPC
41
1
0
26 Oct 2023
1