Paper Citation Record · LEDGER

Prism: Spectral-Aware Block-Sparse Attention

As of 6 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 5 inbound Pith citation observations for arXiv:2602.08426.

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

pith.paper-citation-record.v1
2602.08426 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:22:55.512764Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:55:50.041954Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T13:36:59.431735Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd496180-7e27-4118-908c-0990875cc2fa · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

Prism: Spectral-Aware Block-Sparse Attention LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:53.671670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a58d0407-386b-4526-9330-34952f5f1076 · outbound

This paper cites LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding.

Prism: Spectral-Aware Block-Sparse Attention LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:53.771827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f136cfd9-04c5-4dab-9a1d-783da73a60e2 · outbound

This paper cites Attention Is All You Need.

Prism: Spectral-Aware Block-Sparse Attention Attention Is All You Need

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:53.832001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 691b9a4c-d2e9-45d6-876a-a9f44abdf1c1 · outbound

This paper cites MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.

Prism: Spectral-Aware Block-Sparse Attention MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:53.923474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab1a122-93ed-4304-8588-665627252c4a · outbound

This paper cites FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference.

Prism: Spectral-Aware Block-Sparse Attention FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.033487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beda414d-c1d0-4cc3-8801-f5993ff8d411 · outbound

This paper cites Flashattention: fastandmemory-efficientexact attentionwithio-awareness.

Prism: Spectral-Aware Block-Sparse Attention Flashattention: fastandmemory-efficientexact attentionwithio-awareness

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.087219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a5e9a7-1930-46f8-ac78-5ac9481592a1 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Prism: Spectral-Aware Block-Sparse Attention RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.166636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e114493-9e38-4368-b471-f3ec41da3ceb · outbound

This paper cites Compressive Transformers for Long-Range Sequence Modelling.

Prism: Spectral-Aware Block-Sparse Attention Compressive Transformers for Long-Range Sequence Modelling

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.245744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 376b31a7-d1b8-468f-9f3c-c15c698d5e30 · outbound

This paper cites RULER: What's the Real Context Size of Your Long-Context Language Models?.

Prism: Spectral-Aware Block-Sparse Attention RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.313489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899f1417-3ee4-4874-9e0c-711cb3dd3afb · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

Prism: Spectral-Aware Block-Sparse Attention Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.365932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b262302d-9f65-4628-9deb-1d0c04da695a · outbound

This paper cites Generating long sequences with sparse transformers,.

Prism: Spectral-Aware Block-Sparse Attention Generating long sequences with sparse transformers,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.432802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66852435-2caa-42a8-b1e9-99203a076062 · outbound

This paper cites Longformer: The Long-Document Transformer.

Prism: Spectral-Aware Block-Sparse Attention Longformer: The Long-Document Transformer

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.597725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e458c0d2-3039-486e-8e30-418334e78b89 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

Prism: Spectral-Aware Block-Sparse Attention Efficient Streaming Language Models with Attention Sinks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.679091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bb5b637-9942-452d-81dd-e56ced5760f2 · outbound

This paper cites Spargeattention: Accurate and training-free sparse attention accelerating any model inference, 2025.

Prism: Spectral-Aware Block-Sparse Attention Spargeattention: Accurate and training-free sparse attention accelerating any model inference, 2025

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.744454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29bc7eb2-88b3-4310-ba15-42f0c79d2ad3 · outbound

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

Prism: Spectral-Aware Block-Sparse Attention XAttention: Block Sparse Attention with Antidiagonal Scoring

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.804696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff66f466-3474-4dd7-ae84-f9a5a2e827cf · outbound

This paper cites Sparser Block-Sparse Attention via Token Permutation.

Prism: Spectral-Aware Block-Sparse Attention Sparser Block-Sparse Attention via Token Permutation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.875698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 569d8e6c-70b4-4875-9090-3cba38d524f3 · outbound

This paper cites The llama 3 herd of models.arXiv e-prints, pages arXiv–2407, 2024.

Prism: Spectral-Aware Block-Sparse Attention The llama 3 herd of models.arXiv e-prints, pages arXiv–2407, 2024

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.961576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c1c8d5b-f485-47c0-80c7-27d7805637d3 · outbound

This paper cites Qwen3 Technical Report.

Prism: Spectral-Aware Block-Sparse Attention Qwen3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.035369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83bfb41-d38d-4611-9f18-a39dd0c39107 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

Prism: Spectral-Aware Block-Sparse Attention GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.103994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7b7ade-7305-4c9d-8d93-202950dbd115 · outbound

This paper cites Olmo 3.

Prism: Spectral-Aware Block-Sparse Attention Olmo 3

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.174484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c9b028b-89d6-49d3-a5d0-050e68f3f9c8 · outbound

This paper cites Scaling Laws of RoPE-based Extrapolation.

Prism: Spectral-Aware Block-Sparse Attention Scaling Laws of RoPE-based Extrapolation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.252639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e4bec0e-09b9-4c8b-ba91-23a34b248a3d · outbound

This paper cites YaRN: Efficient Context Window Extension of Large Language Models.

Prism: Spectral-Aware Block-Sparse Attention YaRN: Efficient Context Window Extension of Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.313274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fd6f15-800d-4fc6-b488-6859a4873b9e · outbound

This paper cites Qwen3-VL Technical Report.

Prism: Spectral-Aware Block-Sparse Attention Qwen3-VL Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.371524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d79930f7-80b3-407b-825b-94d2b74a8f6e · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

Prism: Spectral-Aware Block-Sparse Attention FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.453166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80c0f2b0-69a2-4929-b7c2-09696f50face · outbound

This paper cites In-context Learning and Induction Heads.

Prism: Spectral-Aware Block-Sparse Attention In-context Learning and Induction Heads

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:55.512764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b570c164-fef0-485a-aabe-307487ad052e · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Prism: Spectral-Aware Block-Sparse Attention Generating Long Sequences with Sparse Transformers

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T03:22:54.525750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0d425457-6062-498a-8824-fc7522f801ce · inbound

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps cites this paper.

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Prism: Spectral-Aware Block-Sparse Attention

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-26T03:04:11.559788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d0bbffe-aa21-44cd-a059-d245fb04369f · inbound

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps cites this paper.

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps Prism: Spectral-Aware Block-Sparse Attention

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-01T14:55:47.425712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e0ad156a-de7b-4d20-bd2a-2df83adb479f · inbound

Vortex: Efficient and Programmable Sparse Attention Serving for AI Agents cites this paper.

Vortex: Efficient and Programmable Sparse Attention Serving for AI Agents Prism: Spectral-Aware Block-Sparse Attention

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-07-02T13:36:59.432947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a7b3e8db-b6d5-4784-8d5b-44d9dc530c8c · inbound

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding cites this paper.

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Prism: Spectral-Aware Block-Sparse Attention

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-31T11:49:11.755340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a91bff-0875-489f-963a-b9c76365960f · inbound

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention cites this paper.

CoSA: Accelerating Long-Context Inference via Proxy-Kernel Co-Designed Sparse Attention Prism: Spectral-Aware Block-Sparse Attention

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:50.041954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.