Paper Citation Record · LEDGER

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models

As of 14 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2605.25820.

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

pith.paper-citation-record.v1
2605.25820 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T14:08:23.240012Z

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 exact26
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d4d04f1-4e1b-4029-8b95-13512cb350ae · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Flamingo: a Visual Language Model for Few-Shot Learning

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.585003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc49845f-1ff8-44ea-b6f9-e23837357bed · outbound

This paper cites Structured Denoising Diffusion Models in Discrete State-Spaces.

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 2026-08-14T06:32:32.682623+00:00.

Observation 5eb7e9fa-bccf-4267-af89-6d7748641784 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.582359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c729fb16-e291-423b-a6ae-70d2ece4bc85 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T23:14:00.904427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9c56adfa-0686-4816-a31d-42a9777d628d · outbound

This paper cites Optimizing decoding paths in masked diffusion models by quantifying uncertainty.arXiv preprint arXiv:2512.21336, 2025.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Optimizing decoding paths in masked diffusion models by quantifying uncertainty.arXiv preprint arXiv:2512.21336, 2025

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.588129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f0995bef-73c2-49ae-990b-9c23439eb216 · outbound

This paper cites From bits to rounds: Parallel decoding with exploration for diffusion language models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models From bits to rounds: Parallel decoding with exploration for diffusion language models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.592715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 87ea575e-1511-468c-9078-950b53ee7062 · outbound

This paper cites Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.595611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04df0b1b-7673-42ea-9d6e-1801276ab996 · outbound

This paper cites Accelerating diffusion llms via adaptive parallel decoding.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Accelerating diffusion llms via adaptive parallel decoding

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.631233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c59cbc0b-bc90-4abc-99cf-e870e968b251 · outbound

This paper cites Learning Unmasking Policies for Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Learning Unmasking Policies for Diffusion Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.657926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 325d2663-6f88-4776-a4e4-f5f3e112e7f8 · outbound

This paper cites DAPD: Dependency-Aware Parallel Decoding via Attention for Diffusion LLMs.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models DAPD: Dependency-Aware Parallel Decoding via Attention for Diffusion LLMs

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.645321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 22218e9f-ef1c-4803-99ad-409410b669d5 · outbound

This paper cites Lookahead unmasking elicits accurate decoding in diffusion language models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Lookahead unmasking elicits accurate decoding in diffusion language models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.620983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a712b606-82c0-49f7-a460-c1cffc3b8273 · outbound

This paper cites A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models A Comprehensive Study on Visual Token Redundancy for Discrete Diffusion-based Multimodal Large Language Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.623445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7629bb48-de80-405d-94d8-eac60c43604b · outbound

This paper cites Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-17T01:20:41.788401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5cbbc32-b5fa-4940-be8c-5da9a2e8db74 · outbound

This paper cites Visual Instruction Tuning.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Visual Instruction Tuning

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T23:14:01.628391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b02072dc-b976-4813-9417-b9c637e5a8fc · outbound

This paper cites Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.669957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 38e177c5-b715-4b38-8e14-c10c871c8d69 · outbound

This paper cites Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Plan for Speed: Dilated Scheduling for Masked Diffusion Language Models

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T23:14:01.612209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9cb7cd5a-4cbf-408d-8b46-0e8923cf3ac8 · outbound

This paper cites Large Language Diffusion Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Large Language Diffusion Models

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.642863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8949c69a-f7d2-4ede-8582-139648a9bce7 · outbound

This paper cites Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.663735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eebf1119-9747-480b-ae3f-857bd13977be · outbound

This paper cites Simple and Effective Masked Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T23:14:01.655282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 384f3fd4-8c11-410d-82c9-d6698a37394f · outbound

This paper cites S., and Kuleshov, V.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models S., and Kuleshov, V

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T23:14:01.660965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6aacf684-5223-4dec-a3bf-eb78199c2c0e · outbound

This paper cites Lumina-dimoo: An omni diffusion large language model for multi-modal generation and understanding.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Lumina-dimoo: An omni diffusion large language model for multi-modal generation and understanding

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.599103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33968c8c-594f-4749-a3c9-e5d1d35dbfe2 · outbound

This paper cites PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.609816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b52eb361-65dc-47ad-982d-00911b4cdf30 · outbound

This paper cites an unresolved cited work.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Unresolved cited work

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.602487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3b953252-544b-4266-9162-4e66258235fa · outbound

This paper cites Beyond Intermediate States: Explaining Visual Redundancy through Language.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Beyond Intermediate States: Explaining Visual Redundancy through Language

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.617539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 086e7709-73b4-463a-b55b-8fdc273f2be7 · outbound

This paper cites MMaDA: Multimodal Large Diffusion Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models MMaDA: Multimodal Large Diffusion Language Models

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.647644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e3c9f15a-40bb-4901-940c-6be7a95ad9c1 · outbound

This paper cites LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.649826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0ba49b8f-c811-49a5-a0f7-a7da5a7719ca · outbound

This paper cites Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.652377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 308599d9-d0d2-4720-a799-43695fdad954 · outbound

This paper cites FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.667217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef1cc481-c6a5-44ca-810d-bc854f89c25d · outbound

This paper cites Generation order and parallel decoding in masked diffusion models: An information-theoretic perspective.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Generation order and parallel decoding in masked diffusion models: An information-theoretic perspective

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.637196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9f8f58d7-297c-4dd6-84ee-7d591b4b09af · outbound

This paper cites Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.640437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d37521bc-96c8-40b0-8963-e8a331aac687 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 33

Resolution: malformed identifier; local_arxiv, observed 2026-06-29T23:14:01.614635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 64a8d6e4-72de-42d4-9f2f-ca5d5722f90c · outbound

This paper cites We exclude λ= 1.0 , which would leave the candidate window identical to the positions selected by confidence-based de- coding.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models We exclude λ= 1.0 , which would leave the candidate window identical to the positions selected by confidence-based de- coding

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.634439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation a99759a8-4f6e-4a92-ac28-fd3616096aa3 · inbound

Faster but Different: Diagnosing and Controlling Content Drift in Accelerated Multimodal Diffusion Language Models cites this paper.

Faster but Different: Diagnosing and Controlling Content Drift in Accelerated Multimodal Diffusion Language Models Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T14:08:23.240012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.