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Paper Citation Record · LEDGER

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.10288.

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

pith.paper-citation-record.v1
2608.10288 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:15:49.025509Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

51 of 51 outbound references displayed

  • verified exact13
  • verified fuzzy14
  • unresolved24
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a254885-9551-4d29-b6aa-7148c61721ab · outbound

This paper cites an unresolved cited work.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 1

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Observation ebaea65b-b605-4717-a481-3bf08d70922f · outbound

This paper cites Layer Normalization.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Layer Normalization

Reference 2

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Observation 7348037f-1c27-4f74-aafa-205f4e5e6d4b · outbound

This paper cites 1, 364–374.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference 1, 364–374

Reference 3

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Observation d1cde235-c91c-4f9e-9ea7-3c9aa68b0d1c · outbound

This paper cites Beggs and Dietmar Plenz,Neuronal avalanches in neocortical circuits, Journal of Neuroscience23 (2003), no.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Beggs and Dietmar Plenz,Neuronal avalanches in neocortical circuits, Journal of Neuroscience23 (2003), no

Reference 4

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Observation d6ed25e6-5ec8-4bf5-a16a-613361aa25b2 · outbound

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 5

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Observation a9e8376c-a38d-49cc-9b1b-8ada9625bf9f · outbound

This paper cites Muñoz, Alessandro Vespignani, and Stefano Zapperi,Paths to self-organized criticality, Brazilian Journal of Physics30(2000), no.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Muñoz, Alessandro Vespignani, and Stefano Zapperi,Paths to self-organized criticality, Brazilian Journal of Physics30(2000), no

Reference 6

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Observation 4223f3f4-8de3-4797-8afd-355fbb2cf8d0 · outbound

This paper cites 2793–2803.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference 2793–2803

Reference 7

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Observation 2e41a57e-1fdc-4751-88d3-0f2d8a6f42ff · outbound

This paper cites XCiT: Cross-Covariance Image Transformers.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference XCiT: Cross-Covariance Image Transformers

Reference 8

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Observation 376af3e6-d802-4e7a-adba-606ee8b9f3b9 · outbound

This paper cites On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning

Reference 9

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Observation 4a56b257-98f0-4279-b70a-478b0bc160c5 · outbound

This paper cites CoulGAT: An Experiment on Interpretability of Graph Attention Networks.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference CoulGAT: An Experiment on Interpretability of Graph Attention Networks

Reference 10

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Observation 63b00b83-06ee-41c1-94df-f0fe62c71c10 · outbound

This paper cites Power Law Graph Transformer for Machine Translation and Representation Learning.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Power Law Graph Transformer for Machine Translation and Representation Learning

Reference 11

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Observation 7ac0af61-f2dd-4ee0-8513-45fe861dbbd5 · outbound

This paper cites PLDR-LLM: Large Language Model from Power Law Decoder Representations.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference PLDR-LLM: Large Language Model from Power Law Decoder Representations

Reference 12

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This paper cites PLDR-LLMs Learn A Generalizable Tensor Operator That Can Replace Its Own Deep Neural Net At Inference.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference PLDR-LLMs Learn A Generalizable Tensor Operator That Can Replace Its Own Deep Neural Net At Inference

Reference 13

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 14

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Observation 0a7ed525-4433-401b-8f43-67c447799378 · outbound

This paper cites an unresolved cited work.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 15

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This paper cites HyperNetworks.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference HyperNetworks

Reference 16

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 17

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Horn and Charles R

Reference 18

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Going Beyond Linear Transformers with Recurrent Fast Weight Programmers

Reference 19

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

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

Reference 20

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Bilinear Attention Networks

Reference 21

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This paper cites Don't Read Everything: A Curvature-Conditioned Query for Linear Attention.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Don't Read Everything: A Curvature-Conditioned Query for Linear Attention

Reference 22

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This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 23

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference 2, 41–74

Reference 24

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Pointer Sentinel Mixture Models

Reference 25

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Misner, Kip S

Reference 26

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 27

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference LieRE: Lie Rotational Positional Encodings

Reference 28

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention

Reference 29

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Sinkformers: Transformers with Doubly Stochastic Attention

Reference 30

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Linear Transformers Are Secretly Fast Weight Programmers

Reference 31

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Attention as a Hypernetwork

Reference 32

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 33

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Observation f5fc5ee1-bfdf-4cbc-8fbd-22e1fec3d7fa · outbound

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference GLU Variants Improve Transformer

Reference 34

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Talking-Heads Attention

Reference 35

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Observation 1c074bf5-7bb5-4d40-ac16-75239329fca8 · outbound

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Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-14T04:15:50.450887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.904258Z digest=sha256:7b294fd7da1658e6bb9fc287edb74b8fbe6d5a6f29aadd811d0a48ecb20bbb95

Observation 1efdd0f0-3ed6-4e48-8816-f96a62c6c422 · outbound

This paper cites Eugene Stanley,Scaling, universality, and renormalization: Three pillars of modern critical phenomena, Reviews of Modern Physics71(1999), no.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Eugene Stanley,Scaling, universality, and renormalization: Three pillars of modern critical phenomena, Reviews of Modern Physics71(1999), no

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.424748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.923892Z digest=sha256:de1bab0756324e1a169b2d52d6a8d4f973ef0fa880926ed7497f65796cdd0e63

Observation 97f27ea7-91f8-43a0-8ecf-3dc8d660205e · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T04:15:48.934162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:15:48.934162Z digest=sha256:cd7bd8628b5595f5d5383759646964ac92e7130d6a62131c59188bd0347343a3

Observation bf18d6ec-d80f-49b6-9911-b9c8f220bfe9 · outbound

This paper cites Synthesizer: Rethinking Self-Attention in Transformer Models.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Synthesizer: Rethinking Self-Attention in Transformer Models

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:15:49.369051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.956340Z digest=sha256:e6bb16a2e4c22339f7901d19530a86134caae00d479f6b28245d507f55152581

Observation ec6ef034-3f92-481b-b56d-71784c67cedf · outbound

This paper cites Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:15:49.344817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.960706Z digest=sha256:7671044278edfbf36cd609b2a1b1b40a729e06a3f574d65be78c534a0a6dd9ca

Observation 1cdb8f51-48f9-4009-a64b-3b1c80df6d1d · outbound

This paper cites Tropp,An introduction to matrix concentration inequalities, Foundations and Trends in Machine Learning8(2015), no.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Tropp,An introduction to matrix concentration inequalities, Foundations and Trends in Machine Learning8(2015), no

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.407839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.964736Z digest=sha256:fa84a3aaf225b1749b13e077a82996fa87136e801f702ab15360e42bd06bec92

Observation f6db4ff7-a0e7-480d-a701-6470ca84d468 · outbound

This paper cites Faster Query-Key Learning Sharpens Attention in Self-Attention Models.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Faster Query-Key Learning Sharpens Attention in Self-Attention Models

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:15:49.294748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.968402Z digest=sha256:c046583f61ac8e29da181915fbd2cec7a57a187804cac7a6c2d14870f8b7e86c

Observation f15e901b-6740-4366-be38-6c7fd5f15fe5 · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin,Attention is all you need, Advances in Neural Information Processing Systems 30 (NIPS), 2017, pp.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Gomez, Łukasz Kaiser, and Illia Polosukhin,Attention is all you need, Advances in Neural Information Processing Systems 30 (NIPS), 2017, pp

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.392190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.972695Z digest=sha256:b461a0af90c914f504d12d097112e06ff51929b735ff505776074609c85340b3

Observation 9356b654-7a51-4fcf-b223-b14d82b111bc · outbound

This paper cites an unresolved cited work.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:15:50.374949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.977344Z digest=sha256:888b5c3557496b3e72433d5b38e2a05df5ec63f25341e514628373ed5bc392b6

Observation f57aed38-1c73-4a1a-a258-b328824a9e9c · outbound

This paper cites Wilson and John Kogut,The renormalization group and theϵ expansion, Physics Reports12 (1974), no.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Wilson and John Kogut,The renormalization group and theϵ expansion, Physics Reports12 (1974), no

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.360046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.981602Z digest=sha256:d5945266a3e6650da10ed8c3c18133ab6b61af49e96a1db698aed73b461832e9

Observation fd6a48df-521f-4388-b506-abe116832c94 · outbound

This paper cites an unresolved cited work.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-14T04:15:48.985677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:15:48.985677Z digest=sha256:7f4efc647dd90da84855d30d70a640f02b86779f407cea7f3df42616e0e0317c

Observation 2fa83f69-0a2a-455f-85ae-b57810537f32 · outbound

This paper cites Autonomy-of-Heads: Data-Free Sparse Attention from Frozen Query-Key Geometry.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Autonomy-of-Heads: Data-Free Sparse Attention from Frozen Query-Key Geometry

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-14T04:15:49.105871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:48.991022Z digest=sha256:98519aaea35a4a4e9931cc1dfc075b7803a34829681e62b9e9f2982b770e398b

Observation 27e241a0-8af7-4d23-b8bd-08bdff1db90c · outbound

This paper cites ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference ComRoPE: Scalable and Robust Rotary Position Embedding Parameterized by Trainable Commuting Angle Matrices

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-14T04:15:48.995099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:15:48.995099Z digest=sha256:55acad9a76481aa79af2a127fdd6495520f60942cb3238caa585e979fe09a0f2

Observation 2b800fc4-c8a4-4667-98a9-a285f567cc0e · outbound

This paper cites I, Proceedings of the Physico-Mathematical Society of Japan17(1935), 48–57.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference I, Proceedings of the Physico-Mathematical Society of Japan17(1935), 48–57

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.345218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:49.000172Z digest=sha256:500d14b227f6b8ccd654532cdeed313ff7ce56f3000e25e893330a47d16785f2

Observation 7ae40847-c8e2-46bc-a6ee-10f093b09b97 · outbound

This paper cites Xing,DAGs with NO TEARS: Continuous optimization for structure learning, Advances in Neural Information Processing Systems 31 (NeurIPS), 2018, pp.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Xing,DAGs with NO TEARS: Continuous optimization for structure learning, Advances in Neural Information Processing Systems 31 (NeurIPS), 2018, pp

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.315862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:49.020579Z digest=sha256:421bcd3a35131f2d608bd42e3d8f8a2e69b9699156e50e772d02d49c376f7986

Observation 0715a2e3-414d-4c7f-97d4-9c33dc689a42 · outbound

This paper cites Zipf,Human behavior and the principle of least effort, Addison-Wesley, 1949.

Power law graph attention: exact generalization of scaled dot-product attention, empirical collapse at inference Zipf,Human behavior and the principle of least effort, Addison-Wesley, 1949

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:15:50.290845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-14T04:15:49.025509Z digest=sha256:3b52f37d5e56e104e6bf5b31ea40cb9a916646e252cc49c39de26764474cf1eb

Pith citing papers

No inbound Pith citation observations are available.