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Paper Citation Record · LEDGER

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models

As of 3 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 2 inbound Pith citation observations for arXiv:2604.12056.

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

pith.paper-citation-record.v1
2604.12056 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:06:03.504804Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T13:30:19.620692Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T04:57:38.679874Z

Reference resolution

5 of 5 outbound references displayed

  • verified exact2
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f60f5266-7c25-4a1e-aef0-4d316ee7bf0b · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models Generating Long Sequences with Sparse Transformers

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-11T11:11:06.386605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T15:06:03.504804Z digest=sha256:836f70289a6e63c1417cf1f9b03bd5866332c82538ce6d1ed46b9c04695d95c8

Observation c8563833-e511-4b8d-9558-63088047abd5 · outbound

This paper cites TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension.

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T15:00:28.883814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T15:06:03.504804Z digest=sha256:58583a34cb062c6a7d08d7cff27cf761e9231b7cd2e9dc4258ffa5fae3879a49

Observation b12e796f-4185-4a27-bb08-e6acf653b83d · outbound

This paper cites Reformer: The efficient transformer.

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models Reformer: The efficient transformer

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T08:06:07.259450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T15:06:03.504804Z digest=sha256:46b0bd942d407764b61ba26f546c93f142f77ff50391ff38fb771d37f8db976b

Observation e61aa8b3-c2d6-468f-a5e1-0615aa80d029 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-12T15:03:08.022500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T15:06:03.504804Z digest=sha256:9f21ace73e74f0b497537754c20eb36e922f9f8aadf73b4da0864020d590a787

Observation f653a3f1-9108-4bf5-b0f1-152e9a0b61d1 · outbound

This paper cites Sparse-dllm: Accelerating diffu- sion llms with dynamic cache eviction.arXiv preprint arXiv:2508.02558.

LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models Sparse-dllm: Accelerating diffu- sion llms with dynamic cache eviction.arXiv preprint arXiv:2508.02558

Reference 5

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T11:11:06.408824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-10T15:06:03.504804Z digest=sha256:43a6ee09a0e1fa7380e9204d27493bc2d582bded5a56e3935cd171048be99415

Pith citing papers

Observation b33c2918-ab2f-4cfb-adba-082302ced8e2 · inbound

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models cites this paper.

PulseCol: Periodically Refreshed Column-Sparse Attention for Accelerating Diffusion Language Models LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-21T05:09:38.684543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-21T05:05:55.767705Z digest=sha256:e5d4ef255df051f134f7c7c4551eed6c27a99e0bd07ac61925f51d790a0aadae

Observation 2752b305-9fd8-4b19-9483-3c0968299210 · inbound

Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models cites this paper.

Prefilling-dLLM: Predictive Prefilling for Long-Context Inference in Diffusion Language Models LoSA: Locality Aware Sparse Attention for Block-Wise Diffusion Language Models

Reference 71

Resolution
metadata mismatch
local_arxiv, observed 2026-07-03T04:57:38.681092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

source=arxiv_source observed=2026-06-27T13:30:19.620692Z digest=sha256:430321fa92a9852200af6bd1a7462c132deb77c11ec4c361d15ae5ffd15bf1ba