Paper Citation Record · LEDGER

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

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2508.20407.

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

pith.paper-citation-record.v1
2508.20407 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:10:54.606874Z

measured 16 of 16 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:55:51.765045Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:55:52.520017Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy5
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e593485a-1286-4cf2-b020-53d3e263c32f · outbound

This paper cites Abo-Zahhad, Aziza I.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Abo-Zahhad, Aziza I

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:54.797526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 799cf79c-2488-4f11-b66a-ff44ca489382 · outbound

This paper cites Longformer: The Long-Document Transformer.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Longformer: The Long-Document Transformer

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.557713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6173468-9be9-4e73-9345-5c27426217f2 · outbound

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

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Robust Uncertainty Principles: Exact Signal Reconstruction from Highly Incomplete Frequency Information

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.561366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b3fabaf-1c22-4e45-9d98-aab97b33d0ad · outbound

This paper cites Rethinking Attention with Performers.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Rethinking Attention with Performers

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.565238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86678972-059a-4d82-8ab9-b98aec955c35 · outbound

This paper cites Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.569448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3b3d568-714b-4b93-95d3-928bda911237 · outbound

This paper cites Attention Is All You Need.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Attention Is All You Need

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.573829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46603597-a769-4bd0-8833-e8dd672d4768 · outbound

This paper cites Linformer: Self-Attention with Linear Complexity.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Linformer: Self-Attention with Linear Complexity

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.577815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9159a62e-97f5-4b76-874c-3080334a94cd · outbound

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

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.581505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da75feb-8baa-4867-a6be-e7428e2c7b64 · outbound

This paper cites Big Bird: Transformers for Longer Sequences.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Big Bird: Transformers for Longer Sequences

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:54.586311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32bb91a3-57a3-48b1-b549-dc5aa9575d27 · outbound

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

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Cost: D· (N− Wog)· Woh

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:54.787186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bff798a4-ac10-429e-90f0-19b5263e9f4a · outbound

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

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Cost: D· Wog· (N− Wog)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:54.775666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52083984-dbb9-46f2-91cc-5fadd091cedb · outbound

This paper cites an unresolved cited work.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:10:54.764987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f5d005b-838b-4efb-9694-5efff4f1ba56 · outbound

This paper cites an unresolved cited work.

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:10:54.753852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1876a9b9-01b6-4b97-b886-1e631e0eacde · outbound

This paper cites Cost: D· (N− Wog).

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention Cost: D· (N− Wog)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:54.742647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 159bb7e1-fb76-4b17-88a2-2a87675bae3a · outbound

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

Rethinking Transformer Connectivity: TLinFormer, A Path to Exact, Full Context-Aware Linear Attention T = D(N− Wog) + (H + 1)DWoh + (H + 2)DW 2 og Derivation complete

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:54.731988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

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

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

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 2026-08-08T06:32:00.761636+00:00.