Paper Citation Record · LEDGER

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.07126.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.07126 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:46:42.156861Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact1
verified fuzzy27
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a60c4c49-557c-4846-a825-b8272d75554c · outbound

This paper cites Recent progress of integrated circuits and optoelectronic chips,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Recent progress of integrated circuits and optoelectronic chips,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.663288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd75f455-23f9-4aba-ab05-8dde705addee · outbound

This paper cites Machine Learning for Electronic Design Automation: A Survey,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Machine Learning for Electronic Design Automation: A Survey,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.648980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2734d5fe-33e1-4ef9-b08c-2efbe32999f4 · outbound

This paper cites - RouteNet: Routability prediction for Mixed-Size Designs Using Convolutional Neural Network,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection - RouteNet: Routability prediction for Mixed-Size Designs Using Convolutional Neural Network,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.633990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 59f214d5-ed7e-47fa-94e1-d5646bfe216c · outbound

This paper cites Design Rule Checking with a CNN Based Feature Extractor,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Design Rule Checking with a CNN Based Feature Extractor,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.619413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed0f4175-635d-4e61-8349-bab0cc87a979 · outbound

This paper cites DRC Violation Prediction After Global Route Through Convolutional Neural Network,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection DRC Violation Prediction After Global Route Through Convolutional Neural Network,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.605208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb82bd8f-ab40-4c94-9a68-ddc9336c6bc9 · outbound

This paper cites Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction Using Graph Neural Network and U -Net,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Pin Accessibility and Routing Congestion Aware DRC Hotspot Prediction Using Graph Neural Network and U -Net,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.590699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76070dff-0cad-47fc-b286-23aa10fbd6b9 · outbound

This paper cites A Standard Deviation Incorporated Attention Module Enhanced U-Net for Routability Prediction,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection A Standard Deviation Incorporated Attention Module Enhanced U-Net for Routability Prediction,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.576186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 330b6e03-a074-4e29-8bd3-459c30d2c5e0 · outbound

This paper cites A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection A Lightweight Inception Boosted U-Net Neural Network for Routability Prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.562002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74fdc579-b857-4930-a570-3ed6f39a723c · outbound

This paper cites DRC Hotspot Prediction at Sub - 10nm Process Nodes Using Customized Convolutional Network,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection DRC Hotspot Prediction at Sub - 10nm Process Nodes Using Customized Convolutional Network,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.547877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1777dace-aec3-4d8b-953f-5e1ffa16055d · outbound

This paper cites Circuit as Set of Points,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Circuit as Set of Points,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.533149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e54fab88-5c0b-48a8-a102-5c2d901b53ec · outbound

This paper cites LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.519007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9076e60d-41ee-445c-9251-5f3bcc7ed38c · outbound

This paper cites Early Stage DRC Prediction Using Ensemble Machine Learning Algorithms,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Early Stage DRC Prediction Using Ensemble Machine Learning Algorithms,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.504580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a52c66dc-d5fe-4f46-911f-462edbedbf56 · outbound

This paper cites Explainable DRC Hotspot Prediction with Random Forest and SHAP Tree Explainer,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Explainable DRC Hotspot Prediction with Random Forest and SHAP Tree Explainer,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.489728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e508d2cf-9d6c-48dc-8892-94c7b926284f · outbound

This paper cites CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain - Specific Evaluation Metric and Learning Strategies,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain - Specific Evaluation Metric and Learning Strategies,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.474920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0ed5ab1-1ede-44ef-b07b-ae9e8100daf8 · outbound

This paper cites U -Net: Convolutional Networks for Biomedical Image Segmentation,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection U -Net: Convolutional Networks for Biomedical Image Segmentation,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.460250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 315e2087-d3da-4c95-ae1e-b5f7d56cbbf1 · outbound

This paper cites A General Survey on Attention Mechanisms in Deep Learning,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection A General Survey on Attention Mechanisms in Deep Learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.445849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f11f93f4-7b36-4670-b01a-90294d8a90b3 · outbound

This paper cites CBAM: Convolutional Block Attention Module,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection CBAM: Convolutional Block Attention Module,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.431573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26d5bf5c-20ee-44ea-853c-7c7ed8e9d88d · outbound

This paper cites Competitive Multi-scale Convolution.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Competitive Multi-scale Convolution

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:46:42.264928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8eb99e6-857c-48ab-ad99-0754b5d6a123 · outbound

This paper cites Going Deeper with Convolutions,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Going Deeper with Convolutions,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.417076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cc254aac-6d8d-4bc3-bd18-4228617428a0 · outbound

This paper cites FLUTE: Fast Lookup Table Based Wirelength Estimation Technique,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection FLUTE: Fast Lookup Table Based Wirelength Estimation Technique,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.402871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation edc95a78-e8db-4a73-843e-b6222e30a05f · outbound

This paper cites FastRoute: A Step to Integrate Global Routing into Placement,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection FastRoute: A Step to Integrate Global Routing into Placement,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.388126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90012645-a8a7-4c7e-a864-d0354d661b2c · outbound

This paper cites The Graph Neural Network Model,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection The Graph Neural Network Model,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.373414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 788d4543-98dd-4d66-bbd5-2203117189b4 · outbound

This paper cites Methodology of Resolving Design Rule Checking Violations Coupled with Fully Compatible Prediction Model,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Methodology of Resolving Design Rule Checking Violations Coupled with Fully Compatible Prediction Model,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.359128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 37edc5dd-0b0d-4770-b7cf-14ee4ffcdf2f · outbound

This paper cites Novel Transformer Model Based Clustering Method for Standard Cell Design Automation,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Novel Transformer Model Based Clustering Method for Standard Cell Design Automation,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.343371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecf9925b-d517-4d84-ac38-9dd0666b6155 · outbound

This paper cites Graph Attention Networks.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Graph Attention Networks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:42.123989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e25f39a-eb96-4425-9556-366019fae8c7 · outbound

This paper cites Dynamic Graph CNN for Learning on Point Clouds.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Dynamic Graph CNN for Learning on Point Clouds

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:42.128883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e93570a-55f7-4076-9984-02e796a31214 · outbound

This paper cites UNet++: A Nested U-Net Architecture for Medical Image Segmentation.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:42.133642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec5297d-f0bb-462f-9495-ae22e0c55175 · outbound

This paper cites Attention U-Net: Learning Where to Look for the Pancreas.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Attention U-Net: Learning Where to Look for the Pancreas

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:42.138900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12b0886e-b808-4e74-a596-223c4eb0ecdb · outbound

This paper cites Document -level relation extraction with multi -layer heterogeneous graph attention network,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Document -level relation extraction with multi -layer heterogeneous graph attention network,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.327553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09443b73-9ffb-4d89-b153-d90a178c1141 · outbound

This paper cites Inductive Representation Learning on Large Graphs,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Inductive Representation Learning on Large Graphs,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.312475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 00eaef7c-6510-4467-90eb-eea14881830c · outbound

This paper cites DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.296880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80d73667-248a-4fcf-a379-b1ce653862d1 · outbound

This paper cites GRANNITE: Graph Neural Network Inference for Transferable Power Estimation,.

MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection GRANNITE: Graph Neural Network Inference for Transferable Power Estimation,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:42.281347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.