Paper Citation Record · LEDGER

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

As of 23 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 10 inbound Pith citation observations for arXiv:2505.14708.

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

pith.paper-citation-record.v1
2505.14708 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:50:31.128174Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:30:07.774458Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:49:41.589584Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy13
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f3de4da-0692-434a-b28c-49db220f22d3 · outbound

This paper cites Scalable Diffusion Models with Transformers.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Scalable Diffusion Models with Transformers

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.965145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493da4af-714f-4c56-a5f6-0af4716de24a · outbound

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

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance U-net: Convolutional networks for biomedical image segmentation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.971477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f092d995-d094-4e59-bce4-54d380b7f480 · outbound

This paper cites Vivit: A video vision transformer.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Vivit: A video vision transformer

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.976331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c293a0-a376-46c8-92e2-ef4bd4a4a13e · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.981199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a576ba34-5e96-474b-8039-b95c335e99b0 · outbound

This paper cites Hunyuanvideo: A systematic framework for large video generative models, 2024.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Hunyuanvideo: A systematic framework for large video generative models, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.740510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 512e13d4-3656-4bc6-81fd-d15ebfc023fe · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Wan: Open and Advanced Large-Scale Video Generative Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.991891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e52d95b-c36e-425d-950f-9fd80e99bf8f · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:30.998274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4424cb08-a267-4ccb-bc75-e7961949bd5f · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative inference of large language models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance H2o: Heavy-hitter oracle for efficient generative inference of large language models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.713196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29d1818c-bd04-4dca-b308-b1fcfde7eeaf · outbound

This paper cites Quest: Query-aware sparsity for efficient long-context llm inference, 2024.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Quest: Query-aware sparsity for efficient long-context llm inference, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.696572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24772265-a706-4805-aac2-7f1ef18fc6f6 · outbound

This paper cites Efficient streaming language models with attention sinks.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Efficient streaming language models with attention sinks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.013079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d52f5fc-395b-4627-9971-5e8ac040f980 · outbound

This paper cites Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, and Lili Qiu.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, and Lili Qiu

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.667615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 412910e7-a262-43b5-92e2-381847fc861e · outbound

This paper cites Language models are unsupervised multitask learners.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Language models are unsupervised multitask learners

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.650692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de03da2c-88b1-49e8-be49-bf062c0ad3f7 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance LLaMA: Open and Efficient Foundation Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.027495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3f8f8f-4d9b-437d-b10b-5cd4528da883 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.032615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 687329a7-687a-43ea-a736-77a82c2c45df · outbound

This paper cites The Llama 3 Herd of Models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.037606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 597935ef-4702-4e8c-b2f5-bb0c2900a916 · outbound

This paper cites Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.042863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb213a9-7a32-433a-a981-7d6f6409ecc6 · outbound

This paper cites Training-free and Adaptive Sparse Attention for Efficient Long Video Generation.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Training-free and Adaptive Sparse Attention for Efficient Long Video Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.048052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dc8912-081c-490d-a5d9-a1b6f3e46a44 · outbound

This paper cites Block Sparse Attention.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Block Sparse Attention

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.052823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961c7a2d-26af-45d4-9584-5dcc57c83b39 · outbound

This paper cites Q-diffusion: Quantizing diffusion models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Q-diffusion: Quantizing diffusion models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.624441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e90f4b9d-ed5e-4411-a1c6-950cd3ee37b0 · outbound

This paper cites Sageattention: Accurate 8-bit attention for plug-and-play inference acceleration.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Sageattention: Accurate 8-bit attention for plug-and-play inference acceleration

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.608210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 99e64d2e-afde-414d-82f3-61f5b1a06155 · outbound

This paper cites Sageatten- tion2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Sageatten- tion2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.591431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e22102af-95e1-494e-9a89-828e3895b042 · outbound

This paper cites Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.071830Z

Source-reported events for the cited work

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Observation c0580a01-4866-4907-9945-ebefb0a0366b · outbound

This paper cites SANA: Efficient high-resolution text-to-image synthesis with linear diffusion transformers.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance SANA: Efficient high-resolution text-to-image synthesis with linear diffusion transformers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.076330Z

Source-reported events for the cited work

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Observation b28a0591-054b-47ff-8f09-2bc21f72aa48 · outbound

This paper cites Deep compression autoencoder for efficient high-resolution diffusion models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Deep compression autoencoder for efficient high-resolution diffusion models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.554348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c716df06-ed97-407a-8934-e3af949a710b · outbound

This paper cites Snapfusion: Text-to-image diffusion model on mobile devices within two seconds.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Snapfusion: Text-to-image diffusion model on mobile devices within two seconds

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.538166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5c0f02b2-4f81-4183-ab62-25a98edae6d3 · outbound

This paper cites an unresolved cited work.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation 85484885-488b-4a8c-8243-fdbeeae1fc99 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Generating Long Sequences with Sparse Transformers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.094913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3f0099-cf8a-4be4-92c9-346f8259db42 · outbound

This paper cites Duoattention: Efficient long-context LLM inference with retrieval and streaming heads.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Duoattention: Efficient long-context LLM inference with retrieval and streaming heads

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.510435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9e154d41-5717-4ca3-aacd-d8873b40a9f1 · outbound

This paper cites XAttention: Block Sparse Attention with Antidiagonal Scoring.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.104438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee4e5578-9194-4214-bf70-f0d09f4a9abe · outbound

This paper cites Distrifusion: Distributed parallel inference for high-resolution diffusion models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Distrifusion: Distributed parallel inference for high-resolution diffusion models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.492756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 76c31ee4-b838-4783-b1a6-e6b412a0e4f3 · outbound

This paper cites Svdqunat: Absorbing outliers by low-rank components for 4-bit diffusion models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Svdqunat: Absorbing outliers by low-rank components for 4-bit diffusion models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.114338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bfca70-7b8c-44b5-9cdb-50f3ed11287b · outbound

This paper cites Timestep embedding tells: It’s time to cache for video diffusion model, 2024.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance Timestep embedding tells: It’s time to cache for video diffusion model, 2024

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.118995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 419b60f1-e004-4429-985a-74b444da528f · outbound

This paper cites VBench: Comprehensive benchmark suite for video generative models.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance VBench: Comprehensive benchmark suite for video generative models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:50:31.123644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584c3368-9945-4976-8870-65db8930f688 · outbound

This paper cites The unreason- able effectiveness of deep features as a perceptual metric.

DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance The unreason- able effectiveness of deep features as a perceptual metric

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:50:31.454496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 50e23bfc-c5d3-4358-aabe-afd98c177cb8 · inbound

Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering cites this paper.

Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:59:53.203881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 180eb550-7228-4090-ac56-6fe410e950f9 · inbound

Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation cites this paper.

Ride the Wave: Precision-Allocated Sparse Attention for Smooth Video Generation DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:46:02.541898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c887364-5077-4b3d-8792-34b68027c946 · inbound

Efficient Video Diffusion Models: Advancements and Challenges cites this paper.

Efficient Video Diffusion Models: Advancements and Challenges DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 118

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:03:25.830755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b99bcc8-7d6c-406a-9745-0c1b1af6d4e4 · inbound

Human Cognition in Machines: A Unified Perspective of World Models cites this paper.

Human Cognition in Machines: A Unified Perspective of World Models DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 151

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:12:26.203599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation da10acec-124e-4ec7-bb8d-8c6b1dce5c42 · inbound

HEART: Exploiting Head Heterogeneity in Sparse Attention for Video Diffusion cites this paper.

HEART: Exploiting Head Heterogeneity in Sparse Attention for Video Diffusion DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:19:46.144604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6c3d4565-b009-4334-bb60-b7943576a7d3 · inbound

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation cites this paper.

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:45:20.079705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a44d3c0f-d115-40fe-bd0d-d46b0f72b286 · inbound

OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation cites this paper.

OmniMem: Scalable and Adaptive Memory Retrieval for Long Video Generation DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:14.480379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f9ccb5cf-bbe5-4bf6-a3b0-9248869c1a6b · inbound

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation cites this paper.

Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T08:49:41.591210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3160b14f-1b90-49be-90a6-baa026e53852 · inbound

ScAle: Attention Head Scaling as a Minimal Adapter for Spatial Reasoning in Vision Language Models cites this paper.

ScAle: Attention Head Scaling as a Minimal Adapter for Spatial Reasoning in Vision Language Models DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:14:21.592655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72a11d85-c79c-4db8-9df3-262c0d805b44 · inbound

SCOPE: Subspace Clustering with Online Per-Head Top-K Estimation for Sparse Video Attention cites this paper.

SCOPE: Subspace Clustering with Online Per-Head Top-K Estimation for Sparse Video Attention DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T23:30:07.774458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.