Paper Citation Record · LEDGER

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference

As of 7 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2509.00202.

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

pith.paper-citation-record.v1
2509.00202 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:55:52.374930Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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 exact1
verified fuzzy6
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e056727d-9bce-48d3-adfe-4c15b2524fda · outbound

This paper cites Abo-Zahhad, Aziza I.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Abo-Zahhad, Aziza I

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:54.083222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cec2c1ea-b925-4d80-ab49-bc968d364fc2 · outbound

This paper cites Longformer: The Long-Document Transformer.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Longformer: The Long-Document Transformer

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T13:55:51.575416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61b6357f-054d-4e78-9774-852d1526dff7 · outbound

This paper cites Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information, September.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information, September

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:53.873942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 41bb20da-4717-4bd3-8097-ddb4b5e50794 · outbound

This paper cites Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:55:52.632157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8d9d5156-1324-4d0d-b41f-0155823c131f · outbound

This paper cites Attention Is All You Need.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Attention Is All You Need

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T13:55:51.829802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42d469dc-00e0-43b3-bd7d-af0dbc481971 · outbound

This paper cites Cost is D· (N− Wog)· Woh.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Cost is D· (N− Wog)· Woh

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:53.726971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 81ebc9a5-3649-4df1-8e8b-85bb1966c831 · outbound

This paper cites Cost is ( H + 1)· D· Wog· Woh.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Cost is ( H + 1)· D· Wog· Woh

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:53.555177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 50890683-14c4-48af-869b-df22b1934a23 · outbound

This paper cites an unresolved cited work.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:55:53.382795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7458c39-b592-4c11-9d42-16fa26377285 · outbound

This paper cites an unresolved cited work.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:55:53.207978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 063bf438-aef5-44f5-bed3-6000ab9ebf90 · outbound

This paper cites Cost is ( H + 1)· D· Woh.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference Cost is ( H + 1)· D· Woh

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:53.022414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a2708a85-36a1-4a1a-a3e1-311a4b996568 · outbound

This paper cites T = (H + 1)DWoh + (H + 2)DW 2 og Derivation complete.

From TLinFormer to TConstFormer: The Leap to Constant-Time Transformer Attention: Achieving O(1) Computation and O(1) KV Cache during Autoregressive Inference T = (H + 1)DWoh + (H + 2)DW 2 og Derivation complete

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:55:52.828168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.