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Paper Citation Record · LEDGER

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention

As of 13 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2501.14577.

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

pith.paper-citation-record.v1
2501.14577 v3

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:05:36.088157Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:17:24.839680Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:17:24.979226Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy27
  • unresolved30
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f2a103d-9b8e-49cc-9308-2327a791585f · outbound

This paper cites write newline.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention write newline

Reference 1

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unresolved
no resolver link, observed 2026-08-10T15:05:35.825660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 50f1ae23-70f1-47fd-bb68-fb248312fd51 · outbound

This paper cites Principal component analysis.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Principal component analysis

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 723d7c9e-663e-44e5-8138-a379b6bf2e89 · outbound

This paper cites Zoology: Measuring and improving recall in efficient language models.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Zoology: Measuring and improving recall in efficient language models

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation b683597a-7487-4fa3-bb9a-fa5b86849095 · outbound

This paper cites Simple linear attention language models balance the recall-throughput tradeoff.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Simple linear attention language models balance the recall-throughput tradeoff

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:35.841380Z digest=sha256:37bdca4bcee1da795663b390f41dd9c50834aeb6361b037a7602c4c772fc2fe7

Observation bf8e3594-29f1-4e4b-b1de-4153106c0459 · outbound

This paper cites Neural machine translation by jointly learning to align and translate.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Neural machine translation by jointly learning to align and translate

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 03829127-1261-47ee-9bfa-c6a464b09d38 · outbound

This paper cites Longformer: The Long-Document Transformer.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Longformer: The Long-Document Transformer

Reference 6

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no resolver link, observed 2026-08-10T15:05:35.850401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.850401Z digest=sha256:b10f00296921f2da42f70d4d7198dc668de761d746e863296757eb98d0fa26d6

Observation 613dc931-01f0-4e6f-bcec-e098de029200 · outbound

This paper cites an unresolved cited work.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Unresolved cited work

Reference 7

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raw_fallback, observed 2026-08-10T15:05:36.962059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ceb6c3c8-04d0-488e-b787-1d3e911d3f60 · outbound

This paper cites Pythia: A suite for analyzing large language models across training and scaling.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Pythia: A suite for analyzing large language models across training and scaling

Reference 8

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no resolver link, observed 2026-08-10T15:05:35.860427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.860427Z digest=sha256:bfe484c45e05fa304c5430197038d2af7ed43c22ff75f2ee3cb6f154d6b77da6

Observation 60d2ef72-6c6e-48af-b978-ab79a9a35c15 · outbound

This paper cites Probability and Measure.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Probability and Measure

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation af862cc6-64de-4505-9ae6-35a81e75abfd · outbound

This paper cites Video generation models as world simulators, 2024.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Video generation models as world simulators, 2024

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0772d02b-70d9-4176-8211-9bf9232ab048 · outbound

This paper cites an unresolved cited work.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation befccf2f-b5ee-47b4-9c5c-3c9d371e8d24 · outbound

This paper cites Skyformer: Remodel self-attention with gaussian kernel and nystr \"o m method.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Skyformer: Remodel self-attention with gaussian kernel and nystr \"o m method

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 94cc21f2-7094-4969-a8b9-647c3c99e6ad · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Generating Long Sequences with Sparse Transformers

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 46e1dcb0-f51d-496a-9cef-9289c5081f7c · outbound

This paper cites Rethinking attention with performers.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Rethinking attention with performers

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.886184Z digest=sha256:3e3c4182c7036e03fa73b0fac243fb4133877620257aa32adde479e3c2227c23

Observation 92e87c1c-b5a8-4eb3-97e9-07c91eb67384 · outbound

This paper cites Cover and Joy A.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Cover and Joy A

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 767c92c9-3a5b-44e0-b8b8-f8fffbd2c6b6 · outbound

This paper cites Flash A ttention-2: Faster attention with better parallelism and work partitioning.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Flash A ttention-2: Faster attention with better parallelism and work partitioning

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e6f47d75-9ac7-4205-8a23-3234fded65ca · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher R \'e.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Fu, Stefano Ermon, Atri Rudra, and Christopher R \'e

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f7fe63ec-0eda-42db-b0b8-cf120230af41 · outbound

This paper cites BERT : Pre-training of deep bidirectional transformers for language understanding.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention BERT : Pre-training of deep bidirectional transformers for language understanding

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dec3ab56-9db2-4a20-9378-9a5e717c1b0a · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention An image is worth 16x16 words: Transformers for image recognition at scale

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.907014Z digest=sha256:d342a9a69034aebcfb3daf27f7dfac74cd1f912cd06da35d0df8d193eca914bb

Observation 3d614385-747a-47a7-b0db-61d453bc4e51 · outbound

This paper cites Topology.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Topology

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9e97f963-14dc-4c1b-968a-febaa387ad2f · outbound

This paper cites Structure-preserving graph representation learning.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Structure-preserving graph representation learning

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.810245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 9482a75f-81fb-4a4c-b32f-c14b8da9ac9e · outbound

This paper cites On the benefits of attribute-driven graph domain adaptation.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention On the benefits of attribute-driven graph domain adaptation

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation cd56f2e6-f5bb-44d4-b421-f19f11d1f32b · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Mamba: Linear-time sequence modeling with selective state spaces

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4c979385-77dd-4bf9-a823-68077462254a · outbound

This paper cites Memory-efficient transformers via top-k attention.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Memory-efficient transformers via top-k attention

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.929534Z digest=sha256:d719380734d6bbaef9379a124d127de51a8d4d13be46ae15e3299cd9f8bba32c

Observation dacbe873-f565-4373-a0fe-d9d663b00723 · outbound

This paper cites Axial attention in multidimensional transformers, 2020.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Axial attention in multidimensional transformers, 2020

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 032bbd15-2401-47ca-8548-978a09550844 · outbound

This paper cites Mixtral of Experts.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Mixtral of Experts

Reference 26

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 43677fe7-bb01-4a5d-8691-f19ec9fbec10 · outbound

This paper cites Extensions of lipschitz maps into banach spaces.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Extensions of lipschitz maps into banach spaces

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.755108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation cf9c2ad1-e5ae-4de3-bb53-16cadf959e50 · outbound

This paper cites an unresolved cited work.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Unresolved cited work

Reference 28

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unresolved
raw_fallback, observed 2026-08-10T15:05:36.739155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:35.947122Z digest=sha256:a2616ece613b305d93094d85824703416ae7aef4b74e418a88703b29b83bf675

Observation aaef1b21-662a-4505-aef3-6853da97818a · outbound

This paper cites Reformer: The efficient transformer.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Reformer: The efficient transformer

Reference 29

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unresolved
no resolver link, observed 2026-08-10T15:05:35.951435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.951435Z digest=sha256:9da69f5d8c6a2a19270ce364d7f3e1053db49946c4ef3402e33643808a4a7c71

Observation 90825ad1-7189-402f-a3e6-5bfcb87e3b6a · outbound

This paper cites Iceformer: Accelerated inference with long-sequence transformers on CPU s.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Iceformer: Accelerated inference with long-sequence transformers on CPU s

Reference 30

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no resolver link, observed 2026-08-10T15:05:35.955731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.955731Z digest=sha256:793c69e60cebe3f3a90afe6f002695bbac56e323a343966c8d7744eced5343c3

Observation af76e831-df3f-495e-b7d6-d1dd5281be8a · outbound

This paper cites Umap: Uniform manifold approximation and projection.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Umap: Uniform manifold approximation and projection

Reference 31

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no resolver link, observed 2026-08-10T15:05:35.960133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.960133Z digest=sha256:63d6001dbb51d4e90a9dc6c8ae57b98c34327016c7d31deae0453a780cd0a04c

Observation 6374a59a-fa47-4ee1-abd9-73c039fb7c92 · outbound

This paper cites Pointer sentinel mixture models.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Pointer sentinel mixture models

Reference 32

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no resolver link, observed 2026-08-10T15:05:35.964408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.964408Z digest=sha256:88ba681005d32a9d1baf53ddb99303f7bd3c26e1bf445f246607215e83080067

Observation dc8b8e4a-2ecf-40f1-bdae-74061d7c9ec4 · outbound

This paper cites GPT-4 Technical Report.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention GPT-4 Technical Report

Reference 33

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no resolver link, observed 2026-08-10T15:05:35.968688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.968688Z digest=sha256:343c2af91293e710ca35c405962baf0d39b2109ce37f5097a7f3001e56e04d8a

Observation 22975985-c80b-4ccc-8c76-bf24fab64cab · outbound

This paper cites Scaling neural machine translation.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Scaling neural machine translation

Reference 34

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unresolved
no resolver link, observed 2026-08-10T15:05:35.973408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 593e9691-33a4-4460-98c4-f3c0d3d849ef · outbound

This paper cites Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.673758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e8181ed1-2400-4d69-abff-1773c0e9206a · outbound

This paper cites The devil in linear transformer.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention The devil in linear transformer

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.981858Z digest=sha256:3ea0c89b240f8930f47d4090366fc32f8f49ab486644b86dc8eaf327eedb39a5

Observation 5dc2c6d8-dc42-4447-929d-c25ccc7b22e2 · outbound

This paper cites cosformer: Rethinking softmax in attention.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention cosformer: Rethinking softmax in attention

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.659059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:35.986075Z digest=sha256:e1b6d4ed37e841ac2191cb5f22e22ea3d2a62ddd666b883d60d9e97121c42aae

Observation 3743c46d-ee9f-44e2-9573-c600bb5fb82b · outbound

This paper cites Language models are unsupervised multitask learners, 2019.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Language models are unsupervised multitask learners, 2019

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.643929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:35.990129Z digest=sha256:257b6f6560e0eba8e059327b81c957ef5532f3f7c1aa8c87fa6e7b097f95d7ee

Observation 0d690a39-945e-4312-9573-b81af6723608 · outbound

This paper cites Zero-shot text-to-image generation.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Zero-shot text-to-image generation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.629634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:35.994548Z digest=sha256:2acf4830b29544b0884b99425c76f542790cb7d9b632e19fbedb825c6d0de5cc

Observation a9d94343-d65d-41dc-bcd3-14fcfaac1033 · outbound

This paper cites Understanding Machine Learning: From Theory to Algorithms.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Understanding Machine Learning: From Theory to Algorithms

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:35.998615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:35.998615Z digest=sha256:c43a705d81b5ff6f6c1146ab2fc5934cb26d0dcc0b7bc2a698736ae92090841c

Observation 29c7de57-65d8-4890-9cb1-47a4e1ecc860 · outbound

This paper cites A Study on ReLU and Softmax in Transformer.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention A Study on ReLU and Softmax in Transformer

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.004953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.004953Z digest=sha256:fd21a46320baac396ad864f0d4f17172b7f1a2e5fde6fdebdb2bf26d1bca5f3f

Observation 1ce85531-fc34-4406-b1b9-67058d956ee5 · outbound

This paper cites Sparse S inkhorn attention.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Sparse S inkhorn attention

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.603084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.010645Z digest=sha256:6ae6bc7e471deda9cfa263770f717b19b56df5b5bb3b905dc698c54c92484e28

Observation 1644a19b-08b4-4cbc-9398-97fdd2ed42cd · outbound

This paper cites Long range arena : A benchmark for efficient transformers.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Long range arena : A benchmark for efficient transformers

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.015141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.015141Z digest=sha256:b9cb60b04ce7100de0d3f0cda64ea90e03ed52fe6fc0c0e396f3110b2756880e

Observation 915cc34e-9a24-4655-ab8b-8ed088e7ca03 · outbound

This paper cites Efficient transformers: A survey.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Efficient transformers: A survey

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.019858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.019858Z digest=sha256:f31d0442f1149de71f88e3382877a0752e3f669b800a3d311b905d9f263e4cbb

Observation f41626aa-76b6-4c23-96ac-f57fe47709f4 · outbound

This paper cites Training data-efficient image transformers & distillation through attention.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Training data-efficient image transformers & distillation through attention

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.576964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.024187Z digest=sha256:d65b8b13c35defa2d079cab990bf063b95f2b485439a3f46970b19ec43dacf6e

Observation d866be80-0569-4eac-a533-67b34ed4e80f · outbound

This paper cites Gomez, ukasz Kaiser, and Illia Polosukhin.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Gomez, ukasz Kaiser, and Illia Polosukhin

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.561576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.028582Z digest=sha256:f53f6a2183f2142286052ac7991a125e8c6fa72bb4dc5e46991c3ead6292995f

Observation a2567af2-8264-4f3a-b3f6-33926e0f6357 · outbound

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

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Linformer: Self-Attention with Linear Complexity

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.032759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.032759Z digest=sha256:613ba2c740e5719b6e4bd21479cfc23c74280fe27a5c8a524e83a4e7cc9fc4cc

Observation c665943b-3d01-48d8-8b82-e5f027cca3fc · outbound

This paper cites o mformer: A nystr \.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention o mformer: A nystr \

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.546075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.037445Z digest=sha256:03f7a1f7e2d40ee0dd4acdc58e9ffa8209f3d8206b4ea0365e35c4ffbfa1a3ff

Observation 5a01bb02-1d4d-4400-aaed-fc17db59fb71 · outbound

This paper cites Big bird: Transformers for longer sequences.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Big bird: Transformers for longer sequences

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.529151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.042096Z digest=sha256:e68b304674a7ba0d44b98206eadca85fdd66274a68343fe2e96427e141149e4c

Observation 2d2fef45-c41b-4ca2-bc0b-3ae60aed140a · outbound

This paper cites Foresee what you will learn: data augmentation for domain generalization in non-stationary environment.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Foresee what you will learn: data augmentation for domain generalization in non-stationary environment

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.513764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.047045Z digest=sha256:bdb4cc2d81c08665af2f740fe134d6f5f0ef4be8dc103dfd4096e819834b0924

Observation a265be3b-2636-4f70-8a79-74062acfb30c · outbound

This paper cites Towards understanding evolving patterns in sequential data.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Towards understanding evolving patterns in sequential data

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.495475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.051591Z digest=sha256:3185b484fe56a34496a32093068de9d61546ffad35eb15a609aeb0d627a92610

Observation c276b4c0-dc7a-4586-a767-c0b00a05dde8 · outbound

This paper cites Latent trajectory learning for limited timestamps under distribution shift over time.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Latent trajectory learning for limited timestamps under distribution shift over time

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.479517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.056452Z digest=sha256:f0634f2019ecc51b525a91a4aaa0837ecb7b221c6def66657cff7c67b2fc81dc

Observation 25cdda6c-f649-4f73-be9f-1043aba6df9e · outbound

This paper cites Susskind.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Susskind

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.463531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.060529Z digest=sha256:bf1353bce13c1ac7cdb9153b9f8e0100e42aa84b29c1c6893afd78450e13ac52

Observation 17403d24-ccff-4b4f-852d-6b59b2aaa7a9 · outbound

This paper cites The hedgehog & the porcupine: Expressive linear attentions with softmax mimicry.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention The hedgehog & the porcupine: Expressive linear attentions with softmax mimicry

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.448222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.064827Z digest=sha256:8f7261ae3995e4b7fd1e0af41eb3fa6a0994f9cffa13abade445841fbf761a26

Observation 0cca1c42-b54b-41d4-95e7-7845ec78f42f · outbound

This paper cites H -transformer-1 D : Fast one-dimensional hierarchical attention for sequences.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention H -transformer-1 D : Fast one-dimensional hierarchical attention for sequences

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.069463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.069463Z digest=sha256:ac634cc685b1a1e941e53b936d186c128458a70186f66603580f00b032037ca7

Observation 1769db1d-458f-411c-b90b-8ca647c6e665 · outbound

This paper cites Efficient attention: Attention with linear complexities.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Efficient attention: Attention with linear complexities

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T15:05:36.432674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.073994Z digest=sha256:a8e3f812bd216bd115d6bde13504b777680df91f9e61ef67373213995ffdf7a4

Observation b29db62f-8787-4bad-8617-5d021b64ac9e · outbound

This paper cites @esa (Ref.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention @esa (Ref

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.078545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.078545Z digest=sha256:c9c9506e88b71a94fcd5f7f96ad827ccef1b0ecb44e6c469110793012397de79

Observation cff2dcd7-674f-4222-bfb6-b0de47c4a42e · outbound

This paper cites an unresolved cited work.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-10T15:05:36.083457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T15:05:36.083457Z digest=sha256:2e4690be6221cb25c5386016d468cc7d178a343a60650b49c582b21dc952a8c4

Observation 526dc02f-1df1-4ffb-8743-e1b64a486880 · outbound

This paper cites = Y S RF8yV:Ĉ` LB , JDP P[; QX,PueK6ڞ G:EZt x( ɠOU(T P w 3Ѝ * SKE <y فB0;a \!hi BC=lS;6m9h'VlSh D:E L ܓo K i N )pI[ wbk.

ZETA: Leveraging Z-order Curves for Efficient Top-k Attention = Y S RF8yV:Ĉ` LB , JDP P[; QX,PueK6ڞ G:EZt x( ɠOU(T P w 3Ѝ * SKE <y فB0;a \!hi BC=lS;6m9h'VlSh D:E L ܓo K i N )pI[ wbk

Reference 59

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T15:05:36.335334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-10T15:05:36.088157Z digest=sha256:71cf588d84f2af767c84d4d351c8f4ff73c7b3d653cef47e63f831c095cd5160

Pith citing papers

Observation e8f6c4f5-bb6e-4934-8889-7970166d0265 · inbound

Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks cites this paper.

Balancing Computation Load and Representation Expressivity in Parallel Hybrid Neural Networks ZETA: Leveraging Z-order Curves for Efficient Top-k Attention

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:17:25.063174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T14:17:24.839680Z digest=sha256:f685bdac4962ccae71f088f470c6bd928bffdb5567634ce2d96cdf46edb044ba