Paper Citation Record · LEDGER

Structured Denoising Diffusion Models in Discrete State-Spaces

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 40 inbound Pith citation observations for arXiv:2107.03006.

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

pith.paper-citation-record.v1
2107.03006 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 40 of 40 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 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:04:57.500685Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

82
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ca8c0ce9-d0d0-4de3-aa36-f298bf78e1ae · inbound

Progressive Distillation for Fast Sampling of Diffusion Models cites this paper.

Progressive Distillation for Fast Sampling of Diffusion Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:37:44.508944Z

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 dfc1b4c3-3b33-4cbe-80c2-a602cae25446 · inbound

Logit-KL Flow Matching: Non-Autoregressive Text Generation via Sampling-Hybrid Inference cites this paper.

Logit-KL Flow Matching: Non-Autoregressive Text Generation via Sampling-Hybrid Inference Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-23T16:43:11.577018Z

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 89991e6f-503b-4c1c-a468-d86814f27513 · inbound

DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra cites this paper.

DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T21:04:57.500685Z

Source-reported events for the cited work

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Observation 9fb602e6-ef84-478c-9c84-7f43f6f168ef · inbound

A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules cites this paper.

A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:17.099464Z

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Observation 6694a7c1-c07c-4178-a412-7c08d4179b63 · inbound

Learning Distributions over Permutations and Rankings with Factorized Representations cites this paper.

Learning Distributions over Permutations and Rankings with Factorized Representations Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:30.840537Z

Source-reported events for the cited work

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Observation 11d2ee44-3986-4870-9a3e-0f528d2bd946 · inbound

DLM-One: Diffusion Language Models for One-Step Sequence Generation cites this paper.

DLM-One: Diffusion Language Models for One-Step Sequence Generation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:27.234476Z

Source-reported events for the cited work

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Observation 394c2a7c-cac0-48f3-8238-50ba3ff75362 · inbound

Masked Diffusion Language Models with Frequency-Informed Training cites this paper.

Masked Diffusion Language Models with Frequency-Informed Training Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T05:46:26.527734Z

Source-reported events for the cited work

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Observation 6adff746-ce9f-43b0-b2de-4e34362cbe79 · inbound

Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model cites this paper.

Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:32:25.238649Z

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 034cfba9-89fd-4312-bafb-939fe075c706 · inbound

CANDI: Hybrid Discrete-Continuous Diffusion Models cites this paper.

CANDI: Hybrid Discrete-Continuous Diffusion Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T08:09:16.964786Z

Source-reported events for the cited work

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Observation c49e962f-a7a0-49db-981c-513dc6c861bc · inbound

Discrete Bayesian Sample Inference for Graph Generation cites this paper.

Discrete Bayesian Sample Inference for Graph Generation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:45:33.048596Z

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

Observation 32b34c92-c2af-4c90-8513-1a788a5b16df · inbound

MiAD: Mirage Atom Diffusion for De Novo Crystal Generation cites this paper.

MiAD: Mirage Atom Diffusion for De Novo Crystal Generation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T21:42:02.374254Z

Source-reported events for the cited work

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Observation 7c77e56b-bad2-4577-a96f-69f55c2305ac · inbound

Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation cites this paper.

Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T07:30:44.302136Z

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 2bd9da92-f132-4d08-8a4d-acb61344303d · inbound

Contour Refinement using Discrete Diffusion in Low Data Regime cites this paper.

Contour Refinement using Discrete Diffusion in Low Data Regime Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:57:29.135689Z

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 fe8fd84e-ea9e-4354-8f70-9baac9088576 · inbound

Just on Time: Token-Level Early Stopping for Diffusion Language Models cites this paper.

Just on Time: Token-Level Early Stopping for Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T06:06:05.680076Z

Source-reported events for the cited work

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Observation 91714b6f-6441-47b7-8d14-e2ee4534801e · inbound

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models cites this paper.

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:47:33.108495Z

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 30eda5fc-23c7-41bc-8e6c-111b90302ce2 · inbound

Unlocking Prompt Infilling Capability for Diffusion Language Models cites this paper.

Unlocking Prompt Infilling Capability for Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:33:02.502008Z

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 648679e8-4a33-4ca0-a382-98b4778bbdd5 · inbound

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time cites this paper.

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:37:53.905735Z

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 741a8147-1a30-4dda-bf7a-a733442f6e23 · inbound

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time cites this paper.

FRIGID: Scaling Diffusion-Based Molecular Generation from Mass Spectra at Training and Inference Time Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:41.531363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d91e443b-1dc0-420e-a84a-2feaca44a4e9 · inbound

Simple Self-Conditioning Adaptation for Masked Diffusion Models cites this paper.

Simple Self-Conditioning Adaptation for Masked Diffusion Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:36:34.357064Z

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 a4161fe2-6c23-49f6-b616-f90dcfa0d422 · inbound

Consistent Diffusion Language Models cites this paper.

Consistent Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:51:04.868511Z

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 31e424fb-9dcb-447d-8c8b-d0d119c3e444 · inbound

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model cites this paper.

GCCM: Enhancing Generative Graph Prediction via Contrastive Consistency Model Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:31:08.944324Z

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 4ebc7af8-bb3c-4fc5-8f5b-ae542482902e · inbound

Coupling Models for One-Step Discrete Generation cites this paper.

Coupling Models for One-Step Discrete Generation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:00:54.833627Z

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 3ba51fa0-7ae7-464e-90e0-4bdc984343e0 · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-13T07:07:27.961097Z

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

Observation 7a4b2b45-372d-49a3-8ab2-962b3abaea48 · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:19:28.298569Z

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 23fe222e-dd12-4b34-9d0a-81f69d124157 · inbound

Dynamic Chunking for Diffusion Language Models cites this paper.

Dynamic Chunking for Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:43:44.001329Z

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 ed7ae84e-d63f-4ae3-9df2-7d8cd6df0b27 · inbound

Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing cites this paper.

Global Convergence of Sampling-Based Nonconvex Optimization through Diffusion-Style Smoothing Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:18:59.861768Z

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 e70e7161-204e-472b-b84e-bcce6d7dd368 · inbound

Observation-Aligned Mask Priors for Learning Physical Dynamics from Authentic Occlusions cites this paper.

Observation-Aligned Mask Priors for Learning Physical Dynamics from Authentic Occlusions Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:02:47.294340Z

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 33b6d204-3153-4c16-afcd-41e59f8c9886 · inbound

Constrained Code Generation with Discrete Diffusion cites this paper.

Constrained Code Generation with Discrete Diffusion Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:27:47.948597Z

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 bc49845f-1ff8-44ea-b6f9-e23837357bed · inbound

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models cites this paper.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.591123Z

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 d0e0e0f4-affd-4bdc-b998-9296b2cdbd04 · inbound

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models cites this paper.

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:06:48.392651Z

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 9859e73a-be6d-4724-ae4e-43a5c1abb084 · inbound

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models cites this paper.

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-03T13:38:19.384533Z

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

Observation cd395260-8c37-4e36-a671-573cb3be22fc · inbound

Atomistic Language Models Understand and Generate Materials cites this paper.

Atomistic Language Models Understand and Generate Materials Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:09:36.557697Z

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

Observation 2c6ce1ca-8f4e-4823-aa33-3af0a9a99c8b · inbound

dVLA-RL: Reinforcement Learning over Denoising Trajectories for Discrete Diffusion Vision-Language-Action Models cites this paper.

dVLA-RL: Reinforcement Learning over Denoising Trajectories for Discrete Diffusion Vision-Language-Action Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:59:46.970738Z

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 c3a0b585-cd79-45ed-92fa-5436d7e5e31f · inbound

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models cites this paper.

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T04:38:59.229905Z

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 f0562094-4a52-444c-a69b-de56533caba2 · inbound

Autoregressive Boltzmann Generators cites this paper.

Autoregressive Boltzmann Generators Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:49:52.087910Z

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 dc6e4be2-d8e0-41b2-8e0a-332cba11ef3a · inbound

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation cites this paper.

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T17:35:51.757575Z

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 aeeb7c21-23eb-4f7f-a252-bcda62bc8674 · inbound

Discrete Diffusion Language Models for Interactive Radiology Report Drafting cites this paper.

Discrete Diffusion Language Models for Interactive Radiology Report Drafting Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:28:54.944986Z

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 82afae9a-bc4b-483a-8607-33668715a592 · inbound

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding cites this paper.

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T03:56:26.770729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a97113-1448-4283-9c10-d4e4f99ad0aa · inbound

D$e^+e^-$ffusion: Capturing the Beam-Beam Physics of $e^+e^-$ Collisions with Diffusion Models cites this paper.

D$e^+e^-$ffusion: Capturing the Beam-Beam Physics of $e^+e^-$ Collisions with Diffusion Models Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T15:17:23.130308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd42281-a585-4443-9d0f-ca532746bb4f · inbound

FairDiffuseVQVAE: Sampling-Time Fairness in Tabular Diffusion via Conditional Refinement of Vector-Quantized Latents cites this paper.

FairDiffuseVQVAE: Sampling-Time Fairness in Tabular Diffusion via Conditional Refinement of Vector-Quantized Latents Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T16:50:33.681864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.