Paper Citation Record · LEDGER

Runtime Observability for Heterogeneous Attention Memory

As of 11 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2608.05863.

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

pith.paper-citation-record.v1
2608.05863 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:11:58.770000Z

measured 18 of 18 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 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy12
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43ecf3dc-6d68-4d58-b379-69c02263bb31 · outbound

This paper cites Liu et al.

Runtime Observability for Heterogeneous Attention Memory Liu et al

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.977566Z

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 0cef8914-b0bc-4b5c-87a1-8637cb70e68f · outbound

This paper cites Hooper et al.

Runtime Observability for Heterogeneous Attention Memory Hooper et al

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.968222Z

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 8edce1f2-e3c5-4d50-9de8-3c06a4296504 · outbound

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

Runtime Observability for Heterogeneous Attention Memory DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T22:11:58.715895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0534d964-2dfc-4580-bb3a-614abfc835c8 · outbound

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

Runtime Observability for Heterogeneous Attention Memory Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T22:11:58.719944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7dc90e-3dce-452e-9e77-2d11f64adbd6 · outbound

This paper cites Yang et al.

Runtime Observability for Heterogeneous Attention Memory Yang et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.958267Z

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 ffec0533-3420-4efc-969d-f2481a75d4db · outbound

This paper cites Zhang et al.

Runtime Observability for Heterogeneous Attention Memory Zhang et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.948011Z

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 02d84eb0-2b2d-4c17-a14b-80b925e47626 · outbound

This paper cites Li et al.

Runtime Observability for Heterogeneous Attention Memory Li et al

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.938522Z

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 972e053e-8f25-443f-ac15-a549898c4660 · outbound

This paper cites Kwon et al.

Runtime Observability for Heterogeneous Attention Memory Kwon et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.927936Z

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 b1bc2592-f6f3-46b3-964f-583dc4f1e5e6 · outbound

This paper cites Zheng et al.

Runtime Observability for Heterogeneous Attention Memory Zheng et al

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.917648Z

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 12b88637-090b-4780-b471-1e0456e96f25 · outbound

This paper cites Xiao et al.

Runtime Observability for Heterogeneous Attention Memory Xiao et al

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.907909Z

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 9f2f53e8-1e16-4af1-b737-44aa270e9204 · outbound

This paper cites GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM.

Runtime Observability for Heterogeneous Attention Memory GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T22:11:58.745454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007be6db-c97c-4ff4-8276-9921db3eac1d · outbound

This paper cites Hoeffding.

Runtime Observability for Heterogeneous Attention Memory Hoeffding

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.896949Z

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 6fd5938b-f4d4-4af2-94b1-bd8b61e9df7d · outbound

This paper cites McDiarmid.

Runtime Observability for Heterogeneous Attention Memory McDiarmid

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.885900Z

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 b23305f9-eac6-4219-997d-e49a1083ba3d · outbound

This paper cites an unresolved cited work.

Runtime Observability for Heterogeneous Attention Memory Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:11:58.874731Z

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 0b3f2e14-2e63-49dc-8462-cc8bcb8480bd · outbound

This paper cites an unresolved cited work.

Runtime Observability for Heterogeneous Attention Memory Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:11:58.863343Z

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 3bfc7a63-5176-4efb-9d1f-043cac3c325e · outbound

This paper cites Ramdas, P.

Runtime Observability for Heterogeneous Attention Memory Ramdas, P

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.852064Z

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 c7bf8ac7-c5f8-4457-9839-4d94161f5725 · outbound

This paper cites Leucker, C.

Runtime Observability for Heterogeneous Attention Memory Leucker, C

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:11:58.841227Z

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 44907009-06a4-4750-b760-f1c672540223 · outbound

This paper cites serial is clean.

Runtime Observability for Heterogeneous Attention Memory serial is clean

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T22:11:58.831379Z

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

No inbound Pith citation observations are available.