Paper Citation Record · LEDGER

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel

As of 9 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2607.19456.

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

pith.paper-citation-record.v1
2607.19456 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:08:09.613758Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 487c3671-2490-403b-b5b6-ecbcad1095be · outbound

This paper cites Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Attention at the Theoretical Minimum: A Mathematics of Arrays Framework for Memory-Optimal Transformer Kernels

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.010538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42c26165-e9e8-4729-871a-188ac84aa514 · outbound

This paper cites Memory-Optimal Transformer Training: Backward Pass and Fused Kernel via the Mathematics of Arrays,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Memory-Optimal Transformer Training: Backward Pass and Fused Kernel via the Mathematics of Arrays,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.059940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e396e4-c7ac-40a4-87d7-589de4d99032 · outbound

This paper cites an unresolved cited work.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.111814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60ed655d-8c12-41f3-b6cb-7eb37e385d56 · outbound

This paper cites Im- proving the Performance of DGEMM with MoA and Cache-Blocking,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Im- proving the Performance of DGEMM with MoA and Cache-Blocking,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.191731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306f19b5-495c-4b38-878b-a6ebb799696a · outbound

This paper cites From array algebra to energy efficiency on GPUs: Data and hardware shapes with dimension-lifting to optimize memory-processor layouts.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel From array algebra to energy efficiency on GPUs: Data and hardware shapes with dimension-lifting to optimize memory-processor layouts

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.244200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efbc50d9-9130-4822-856c-a2542f90f2df · outbound

This paper cites Attention is all you need,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Attention is all you need,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.309063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c90a4d6-0306-4288-9c63-23471e927656 · outbound

This paper cites Fast Transformer Decoding: One Write-Head is All You Need.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Fast Transformer Decoding: One Write-Head is All You Need

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.382222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da61d29-83fd-4582-b672-23170e3dd128 · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi- Head Checkpoints,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel GQA: Training Generalized Multi-Query Transformer Models from Multi- Head Checkpoints,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.450154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a878489-e21b-4fc0-801e-12e84eeeb9ae · outbound

This paper cites FlashAttention: Fast and Memory- Efficient Exact Attention with IO-Awareness,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel FlashAttention: Fast and Memory- Efficient Exact Attention with IO-Awareness,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.502640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a99c8145-b70d-4d7f-bf4b-625d27eeed92 · outbound

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

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.558480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef24cc6e-ed89-4a67-a67f-f543cdcf4bf9 · outbound

This paper cites Flash-Decoding for Long- Context Inference,.

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel Flash-Decoding for Long- Context Inference,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:08:09.613758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.