Paper Citation Record · LEDGER

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

As of 12 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 9 inbound Pith citation observations for arXiv:2512.12087.

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

pith.paper-citation-record.v1
2512.12087 v3

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T22:20:53.856657Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:55:50.187273Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

29 of 29 outbound references displayed

verified exact25
verified fuzzy1
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 3afe4107-8838-49a0-9774-90b737167db3 · outbound

This paper cites GPT-4 Technical Report.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding GPT-4 Technical Report

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:21:18.615576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45fe34df-18b6-4ff6-9f5c-a3ab67ead4cf · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.662116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 345a6de2-d371-4861-8a36-92dd7c1530b1 · outbound

This paper cites RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.598551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 034f5f74-bc42-44b7-882b-91632870853f · outbound

This paper cites Longformer: The Long-Document Transformer.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Longformer: The Long-Document Transformer

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.586041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d0e978ac-af60-4722-872a-445188eac61a · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Generating Long Sequences with Sparse Transformers

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.666808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 26341737-4e75-43ab-bb7d-381387bfba96 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.648102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3510d862-cdc8-4bdc-b0aa-54426f92c9c4 · outbound

This paper cites How to train long- context language models (effectively).

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding How to train long- context language models (effectively)

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.653286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b4a83254-06b0-4481-9dd6-7cc3af0c7330 · outbound

This paper cites SeerAttention-R: Sparse Attention Adaptation for Long Reasoning.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding SeerAttention-R: Sparse Attention Adaptation for Long Reasoning

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.608942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 21e54efd-11fd-4a8a-b33f-5a1265213d8f · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.575063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c39c8dd-6336-4ab2-b862-e36e20d84a63 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.605096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9e592699-ad48-44c9-92e1-46968a28be95 · outbound

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

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.657950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1efe3e05-b733-407c-9421-0bd925bc76f0 · outbound

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

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.631790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 178772d7-8ad1-47e4-8668-84c85c5b40d4 · outbound

This paper cites an unresolved cited work.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Unresolved cited work

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.602898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 974a0be4-3c76-4d2c-a4ad-c0636661f5c8 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.612119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ddb7f6e-22a5-431d-84a9-3a008af0c8fb · outbound

This paper cites Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.639195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 93207c4d-0c3c-4fd8-b5d1-59702a8878b8 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Code Llama: Open Foundation Models for Code

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:21:18.635213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36dff947-c8ce-4209-acdb-d8dda6f9432e · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.611334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cf2a2230-520c-4f33-b5b1-5d835d2570f9 · outbound

This paper cites Rectified Sparse Attention.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Rectified Sparse Attention

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.626267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e259b309-1fdb-46ab-a3c5-7a5d262dcc4f · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.579060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 40b49129-f577-47ca-9319-2c48cba3e381 · outbound

This paper cites Retrieval Head Mechanistically Explains Long-Context Factuality.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Retrieval Head Mechanistically Explains Long-Context Factuality

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.643653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bd2750a1-55e1-4be0-a9ce-29e6db44d50e · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Efficient Streaming Language Models with Attention Sinks

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T22:21:18.562124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0bc7445a-1e70-444d-a69c-f96d6cd9a978 · outbound

This paper cites DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T11:49:16.947404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a6e3782-e2b8-4be9-a4d4-6822f675e34e · outbound

This paper cites Qwen3 Technical Report.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Qwen3 Technical Report

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.594359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c533775b-e768-4152-80f9-bcc9f83059d6 · outbound

This paper cites TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.616466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 28f5ac65-337c-41c8-b8df-daf0c2f07528 · outbound

This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.590854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 862d1db2-8482-41ac-8ec6-7e85327c9c72 · outbound

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:46:30.294205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7867ada3-2c1b-4aa3-991b-344c21dde056 · outbound

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

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-05-16T22:21:18.627000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b5182c2a-f954-4bcf-bf79-3c61435b5d65 · outbound

This paper cites Spargeattn: Accurate sparse attention accelerating any model inference.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding Spargeattn: Accurate sparse attention accelerating any model inference

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:21:18.599241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dcee2c82-51fc-4771-bcf0-73df190798a7 · outbound

This paper cites H2o: Heavy-hitter oracle for efficient generative inference of large language models.Advances in Neural Information Processing Systems, 36:34661–34710.

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding H2o: Heavy-hitter oracle for efficient generative inference of large language models.Advances in Neural Information Processing Systems, 36:34661–34710

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T22:21:19.065428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 2acb1520-1ea6-48b6-a3a9-c8aacbfd9736 · inbound

VFA: Relieving Vector Operations in Flash Attention with Global Maximum Pre-computation cites this paper.

VFA: Relieving Vector Operations in Flash Attention with Global Maximum Pre-computation BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-05-11T09:16:00.073232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3528bdb4-791c-4c44-9905-60e7e1f02da8 · inbound

Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache cites this paper.

Sparse Attention as a Range Searching Problem: Towards an Inference-Efficient Index for KV Cache BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 52

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T01:15:50.502233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ce1eba7-fe3a-45f4-9f7c-320dd2a917fa · 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 BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-05-19T20:52:46.083413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8d4d0499-3bda-41b4-a13b-94a61c46861b · 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 BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T14:55:47.426879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4b6fd9fe-2384-4bb0-ba48-43896dbf98c7 · inbound

Runtime-Certified Bounded-Error Quantized Attention cites this paper.

Runtime-Certified Bounded-Error Quantized Attention BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T05:49:41.106969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 41288731-b927-4803-ab16-29cdfb9b73bf · inbound

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy cites this paper.

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-06-27T17:11:05.692659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0543cf73-f419-4f52-82ca-3bdfbcbc5047 · inbound

Forget Without Compromise: Nexus Sampling for Streaming KV-Cache Eviction Under Fixed Budgets cites this paper.

Forget Without Compromise: Nexus Sampling for Streaming KV-Cache Eviction Under Fixed Budgets BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:29:45.333942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d35f19ad-4206-4fb0-bf15-52471124beb1 · 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 BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 68

Resolution: unresolved; no resolver link, observed 2026-07-31T11:49:11.788006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78bbb400-e10c-45ef-8c68-c810580fa1f9 · 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 BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T02:55:50.187273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.