Paper Citation Record · LEDGER

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion

As of 18 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2505.04173.

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

pith.paper-citation-record.v1
2505.04173 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:43:13.499292Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy31
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ba86f58-35f1-4613-906d-b46e9c0da246 · outbound

This paper cites X-check: Gpu-accelerated design rule checking via parallel sweepline algorithms,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion X-check: Gpu-accelerated design rule checking via parallel sweepline algorithms,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.178870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 826a8bec-01f3-4609-a5de-05d691a5bdb4 · outbound

This paper cites A formal approach to design-rule checking,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion A formal approach to design-rule checking,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.163616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce364cce-2345-49d8-9087-119bc195a0e8 · outbound

This paper cites Pdrc: Package design rule checking via gpu-accelerated geometric intersection algo- rithms for non-manhattan geometry,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Pdrc: Package design rule checking via gpu-accelerated geometric intersection algo- rithms for non-manhattan geometry,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.148352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ca28ad5-ae5a-4467-8c67-b9a73fceec30 · outbound

This paper cites MOSAIC: Mask optimizing solution with process window aware inverse correction,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion MOSAIC: Mask optimizing solution with process window aware inverse correction,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.133313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30a29fe1-d3cb-4f5f-ae7d-c742491c4c8e · outbound

This paper cites Automated optical proximity correction: a rules-based approach,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Automated optical proximity correction: a rules-based approach,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.117871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b644d81c-5a1f-47f2-82fc-d5a35d983c95 · outbound

This paper cites Model-based opc extension in openilt,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Model-based opc extension in openilt,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.101490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 700ed4df-2680-430a-91c7-f4a9fa7a6f7a · outbound

This paper cites An efficient layout decomposition approach for triple patterning lithography,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion An efficient layout decomposition approach for triple patterning lithography,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.086349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3abf4b79-0505-4940-ad31-70c23060f1a3 · outbound

This paper cites Layout decomposition for triple patterning lithography,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Layout decomposition for triple patterning lithography,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.070993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e951308-3d7a-47e3-a9bb-c6a47c9b0b12 · outbound

This paper cites Ultra-fast source mask optimization via conditional discrete diffusion,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Ultra-fast source mask optimization via conditional discrete diffusion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.053988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d975273b-68da-4bab-b9cf-e9b6a7216dbb · outbound

This paper cites Faster region-based hotspot detection,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Faster region-based hotspot detection,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.037735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3aac68d5-63ce-43a7-8f8f-ca1964cf1a6f · outbound

This paper cites Layout hotspot detection with feature tensor generation and deep biased learning,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Layout hotspot detection with feature tensor generation and deep biased learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.022271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 876bfa18-6027-4f1f-90e8-4cc37768d8e6 · outbound

This paper cites Hotspot detection via attention-based deep layout metric learning,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Hotspot detection via attention-based deep layout metric learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:14.006701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95a1699f-7a84-4147-a7f6-2f9b1843ff00 · outbound

This paper cites Enhanced hotspot de- tection through synthetic pattern generation and design of experiments,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Enhanced hotspot de- tection through synthetic pattern generation and design of experiments,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.991097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f7870cb-aa96-4754-b770-e0e27d542b3a · outbound

This paper cites LithoROC: lithography hotspot detection with explicit ROC optimization,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion LithoROC: lithography hotspot detection with explicit ROC optimization,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.975428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 47a48d49-657b-4179-b364-aa3d338a7c45 · outbound

This paper cites DeePattern: Lay- out pattern generation with transforming convolutional auto-encoder,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion DeePattern: Lay- out pattern generation with transforming convolutional auto-encoder,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.959246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 537c0301-ec0a-49f6-b6da-b72be45e5eab · outbound

This paper cites Layout pattern generation and le- galization with generative learning models,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Layout pattern generation and le- galization with generative learning models,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.943587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation beaf83e1-8b53-4723-9157-ab9dd20343cc · outbound

This paper cites Lay- ouTransformer: Generating Layout Patterns with Transformer via Se- quential Pattern Modeling,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Lay- ouTransformer: Generating Layout Patterns with Transformer via Se- quential Pattern Modeling,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.927598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c639374b-220b-4ade-9027-a8ee51d8d7ff · outbound

This paper cites Diff- Pattern: Layout pattern generation via discrete diffusion,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Diff- Pattern: Layout pattern generation via discrete diffusion,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.911015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 91590e1d-3eb3-4b88-afe5-f63257a603fe · outbound

This paper cites ChatPattern: Layout Pattern Customization via Natural Language,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion ChatPattern: Layout Pattern Customization via Natural Language,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.896095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2239658c-65f3-4335-a40b-7130c7d606e4 · outbound

This paper cites Topology design using squish patterns,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Topology design using squish patterns,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.880803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 888ce3ed-f201-4d57-8ace-2b2dbb0394e3 · outbound

This paper cites Denoising diffusion probabilistic mod- els,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Denoising diffusion probabilistic mod- els,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.866134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5dd41f4-8c1a-471d-8f8f-df5b3fe9ef94 · outbound

This paper cites Denoising diffusion implicit models,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Denoising diffusion implicit models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.850274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a98e9ab2-af8d-45ac-b1a0-39535bbcf93c · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Diffusion models: A comprehensive survey of methods and applications,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.424131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dad370a-da8a-40be-bf0f-e6761d5ded3c · outbound

This paper cites an unresolved cited work.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.428751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36fe6fb7-72e2-40fe-8577-6f4684804b42 · outbound

This paper cites Tutorial on Variational Autoencoders.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Tutorial on Variational Autoencoders

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.433440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8210caa1-eb50-4125-95e9-5fe3f0cb2615 · outbound

This paper cites Detecting multi-layer layout hotspots with adaptive squish patterns,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Detecting multi-layer layout hotspots with adaptive squish patterns,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.824572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a61afa79-4571-45ff-921c-c9e5662903c2 · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Structured denoising diffusion models in discrete state-spaces,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.808372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation beb4c90c-e759-419e-9d80-207e03a88e1c · outbound

This paper cites The art of data augmentation,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion The art of data augmentation,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.792603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58a17622-6db5-484d-841a-b04742c4c5ea · outbound

This paper cites A survey on image data augmen- tation for deep learning,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion A survey on image data augmen- tation for deep learning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.452608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00b8bff8-9d15-4826-b318-181cb2e86c1f · outbound

This paper cites Learn- ing with noisy labels,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Learn- ing with noisy labels,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.765629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a86bd68e-23b5-4f34-bdb4-ee0cd43f9d05 · outbound

This paper cites Truncate-split-contrast: a framework for learning from mislabeled videos,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Truncate-split-contrast: a framework for learning from mislabeled videos,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.749584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b6ac922-f340-4afe-84e9-0d12e5390a1e · outbound

This paper cites A software package for sequential quadratic programming,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion A software package for sequential quadratic programming,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.466466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89a00ce3-4ace-4357-ab86-7b74c1a4ed7f · outbound

This paper cites A computationally efficient feasible sequential quadratic programming algorithm,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion A computationally efficient feasible sequential quadratic programming algorithm,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.722814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92c86373-c54a-4029-9cbc-efd09d94cfa7 · outbound

This paper cites Sequential quadratic programming,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Sequential quadratic programming,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.475374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65279df2-7209-4c7a-b829-0e0fe3ab9002 · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion U-net: Convolutional networks for biomedical image segmentation,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.696455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da2c6be6-3923-4ae6-b75b-a5cbd0609639 · outbound

This paper cites Attention is all you need,.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Attention is all you need,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.679419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 418444dd-a667-4910-9c43-9eeabe2ea2bd · outbound

This paper cites A note on the evaluation of generative models.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion A note on the evaluation of generative models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.489483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fca03d02-21bd-43e3-b4d0-dde80c470d5b · outbound

This paper cites Consistent Distributed Ranking of Generative Models via Kernel Distances.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion Consistent Distributed Ranking of Generative Models via Kernel Distances

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T23:43:13.494505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22dfad5d-b705-4910-a0ca-d1f5575c8983 · outbound

This paper cites and Ph.D.

DiffPattern-Flex: Efficient Layout Pattern Generation via Discrete Diffusion and Ph.D

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:43:13.662946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

No inbound Pith citation observations are available.