Paper Citation Record · LEDGER

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.21850.

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

pith.paper-citation-record.v1
2607.21850 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:37:01.094226Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87b7d55b-e31a-428d-a89b-3a82fcca0443 · outbound

This paper cites Calibre nmDRC hierarchical design rule checking.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Calibre nmDRC hierarchical design rule checking

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:57.519902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128bff64-e51e-4e9c-82c7-55ce35639aaa · outbound

This paper cites Innovus implementation system.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Innovus implementation system

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:57.638681Z

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Unavailable: canonical work link unavailable.

Observation 4fd0f934-bda0-49ef-a7ce-d84082422d96 · outbound

This paper cites IC Compiler II place and route solution.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes IC Compiler II place and route solution

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:57.803370Z

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Unavailable: canonical work link unavailable.

Observation 77ea174c-d059-4b8b-9b4c-c8fdf508740b · outbound

This paper cites DRCPlus in a router: automatic elimination of lithography hotspots using 2D pattern detection and correction,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes DRCPlus in a router: automatic elimination of lithography hotspots using 2D pattern detection and correction,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.039721Z

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Unavailable: canonical work link unavailable.

Observation d46860bb-71b0-4239-80b8-64b9034f023d · outbound

This paper cites Orassistant: A custom rag-based conversational assistant for openroad,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Orassistant: A custom rag-based conversational assistant for openroad,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.229206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55001460-55d0-4175-85a5-82169334be90 · outbound

This paper cites Drc-coder: Automated drc checker code generation using llm autonomous agent,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Drc-coder: Automated drc checker code generation using llm autonomous agent,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.406648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e13f824-a17e-422e-8f51-553fe02a79f0 · outbound

This paper cites Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.579749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd8cfe9-cf0a-49f5-a462-b567611be68d · outbound

This paper cites Customized retrieval augmented genera- tion and benchmarking for eda tool documentation qa,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Customized retrieval augmented genera- tion and benchmarking for eda tool documentation qa,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.748882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17623427-068e-4019-ad3a-46baf5558546 · outbound

This paper cites Qwen3-VL: Enhanced vision-language model.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Qwen3-VL: Enhanced vision-language model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:58.892914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ecdf79-58c5-43f6-83fe-fa2edb1ab304 · outbound

This paper cites SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.031260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3f1343-d94d-4624-a3ef-712a6308ed92 · outbound

This paper cites ChipNeMo: Domain-Adapted LLMs for Chip Design.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes ChipNeMo: Domain-Adapted LLMs for Chip Design

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.134968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19dca919-dec0-43c9-bcea-5ee1a26cef86 · outbound

This paper cites Verilogcoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree (ast)-based waveform tracing tool,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Verilogcoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree (ast)-based waveform tracing tool,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.184865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291e250f-f2ed-451d-925c-398b3074cd1c · outbound

This paper cites ScaleRTL: Scaling LLMs with Reasoning Data and Test-Time Compute for Accurate RTL Code Generation.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes ScaleRTL: Scaling LLMs with Reasoning Data and Test-Time Compute for Accurate RTL Code Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.249142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d892c0d4-25cc-48d9-84b6-1a9f1906ba5e · outbound

This paper cites CraftRTL: High-quality synthetic data generation for Verilog code models with correct-by-construction non-textual representations and targeted code repair,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes CraftRTL: High-quality synthetic data generation for Verilog code models with correct-by-construction non-textual representations and targeted code repair,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.297195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d9f20e8-a978-4c18-b985-f7d2b898dd6b · outbound

This paper cites FVRuleLearner: Operator-Level Reasoning Tree (Op-Tree)-Based Rules Learning for Formal Verification.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes FVRuleLearner: Operator-Level Reasoning Tree (Op-Tree)-Based Rules Learning for Formal Verification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.347266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e4f68d7-38be-454d-a243-a73144ef00c9 · outbound

This paper cites Polymath: Self-improving hierarchical workflow for multi-domain problem solving,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Polymath: Self-improving hierarchical workflow for multi-domain problem solving,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.400475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0078e495-470e-4ec1-8704-44298d2bd190 · outbound

This paper cites Spatialvlm: Endowing vision-language models with spatial reasoning capabilities,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Spatialvlm: Endowing vision-language models with spatial reasoning capabilities,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.453570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 219c38ec-3922-4215-a433-1ab9564597cd · outbound

This paper cites iVISPAR – an interactive visual-spatial reasoning benchmark for VLMs,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes iVISPAR – an interactive visual-spatial reasoning benchmark for VLMs,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.504748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a20d5101-179a-43c5-a96e-846498fd8696 · outbound

This paper cites Deepattern: Layout pattern generation with transforming convolutional auto-encoder,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Deepattern: Layout pattern generation with transforming convolutional auto-encoder,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.602154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe96f04b-b7b8-4383-aa9d-300b10d995e3 · outbound

This paper cites Layout pattern generation and legalization with generative learning models,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Layout pattern generation and legalization with generative learning models,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.699133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd4fec76-ef83-4c79-9ab5-bf7d0046fe43 · outbound

This paper cites Attentional transfer is all you need: Technology- aware layout pattern generation,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Attentional transfer is all you need: Technology- aware layout pattern generation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.811022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f23d35-bd54-4642-bb49-470448967a24 · outbound

This paper cites Layoutransformer: Gener- ating layout patterns with transformer via sequential pattern modeling,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Layoutransformer: Gener- ating layout patterns with transformer via sequential pattern modeling,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T06:36:59.924180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47f50861-5905-4d61-9a07-5bdc8929d779 · outbound

This paper cites Diffpattern: Layout pattern generation via discrete diffusion,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Diffpattern: Layout pattern generation via discrete diffusion,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.067147Z

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Unavailable: canonical work link unavailable.

Observation caaef180-7287-4e41-971e-c2d487cacb03 · outbound

This paper cites Controlayout: Conditional diffusion for style-controllable and violation-fixable layout pattern generation,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Controlayout: Conditional diffusion for style-controllable and violation-fixable layout pattern generation,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.212232Z

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Unavailable: canonical work link unavailable.

Observation d0bb9bf6-abbe-48d0-9f29-f68847084517 · outbound

This paper cites Patternpaint: Practical layout pattern generation using diffusion-based inpainting,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Patternpaint: Practical layout pattern generation using diffusion-based inpainting,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.327320Z

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Unavailable: canonical work link unavailable.

Observation 53e0d384-d7ee-4d5e-bb25-49bd535544cf · outbound

This paper cites Vario: Enhance pattern diversity with diffusion model,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Vario: Enhance pattern diversity with diffusion model,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.408124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4651bf7-289d-4bd4-9a89-1deac096b737 · outbound

This paper cites Diffusion-model-enhanced layout pattern generation for sub-3nm DFM,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Diffusion-model-enhanced layout pattern generation for sub-3nm DFM,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.493543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed4ac13-c496-49d1-ab1e-c513f2f633e0 · outbound

This paper cites Enhanced hotspot detection through synthetic pattern generation and design of experiments,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Enhanced hotspot detection through synthetic pattern generation and design of experiments,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.574499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee307399-879b-47c6-ab5d-23a787cf0b03 · outbound

This paper cites Viper: A versatile and intuitive pattern generator for early design space exploration,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Viper: A versatile and intuitive pattern generator for early design space exploration,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.654062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9896df9c-7b94-442b-9ae6-c5e6c0650ead · outbound

This paper cites Design rule manual and drc code qualification flows empowered by high coverage synthetic layouts generation,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Design rule manual and drc code qualification flows empowered by high coverage synthetic layouts generation,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.734229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2d13319-4981-494b-b481-e267b81206e9 · outbound

This paper cites Enhanced OPC recipe coverage and early hotspot detection through automated layout generation and analysis,.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Enhanced OPC recipe coverage and early hotspot detection through automated layout generation and analysis,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.816265Z

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Unavailable: canonical work link unavailable.

Observation b2d4b1c1-b470-46d7-b7b4-beda433ea664 · outbound

This paper cites Claude (computer software).

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Claude (computer software)

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.887911Z

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Observation 2da358e1-13b7-4c46-9fda-02645a8f7741 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Evaluating Large Language Models Trained on Code

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.890607Z

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Unavailable: canonical work link unavailable.

Observation 19253241-418d-46ce-b04b-232eed8e7655 · outbound

This paper cites ” Computer software, 2026.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes ” Computer software, 2026

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.945064Z

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Unavailable: canonical work link unavailable.

Observation a46468bc-2b04-4c99-be38-24d126a37b67 · outbound

This paper cites Claude sonnet 4.6 interaction.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes Claude sonnet 4.6 interaction

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:00.985399Z

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Unavailable: canonical work link unavailable.

Observation e0798e59-9abc-4bfb-8517-db7ec041d7ff · outbound

This paper cites ChatGPT.

SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes ChatGPT

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T06:37:01.094226Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.