Paper Citation Record · LEDGER

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2506.05764.

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

pith.paper-citation-record.v1
2506.05764 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:18:52.180060Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

25 of 25 outbound references displayed

verified exact8
verified fuzzy1
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03f42cf2-93f0-458c-be2c-663b58de5107 · outbound

This paper cites P., & Roberts, S.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer P., & Roberts, S

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:18:56.797768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 25f9671c-6b26-47f4-8a7d-22054c3b6187 · outbound

This paper cites A., Barboza, F., Silva, L.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer A., Barboza, F., Silva, L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:48.732535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a35276ee-c4ee-4696-a6f2-9606ea1a04c1 · outbound

This paper cites TLOB: A Novel Transformer Model with Dual Attention for Price Trend Prediction with Limit Order Book Data.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer TLOB: A Novel Transformer Model with Dual Attention for Price Trend Prediction with Limit Order Book Data

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:48.910748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ec5d58-46e7-402c-926a-62460fb01c3c · outbound

This paper cites N., & Zhang, Y.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer N., & Zhang, Y

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:49.026989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e701b75-90dc-44a3-a06b-94c932b5c55f · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:49.153641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b48dc25a-2c30-4583-b28d-47b57c7be70e · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T10:18:56.219464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3e753b30-59c6-45c5-a19f-65df4ead7e35 · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:58.717340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81b4a450-186b-411a-a98e-7cb85598ec91 · outbound

This paper cites Deep Limit Order Book Forecasting.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Deep Limit Order Book Forecasting

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:49.676109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11ded0d2-22e0-45c9-a475-08442ef2e5fd · outbound

This paper cites Deep Learning modeling of Limit Order Book: a comparative perspective.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Deep Learning modeling of Limit Order Book: a comparative perspective

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:54.262460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ac0372e9-51e2-43ae-9d93-9c855b9327a7 · outbound

This paper cites Price Jump Prediction in Limit Order Book.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Price Jump Prediction in Limit Order Book

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:54.027492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6af6a7bd-5a8f-4b81-8d1e-b4b0310191a8 · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 11

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:18:55.713011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d25d7082-2b34-4626-8097-b3ea4253e68e · outbound

This paper cites (2022, April 1).

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer (2022, April 1)

Reference 12

Resolution: verified exact; doi, observed 2026-08-07T10:18:53.745445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50e4a66a-d8aa-4755-84e1-66dccc40e0b5 · outbound

This paper cites How Robust are Limit Order Book Representations under Data Perturbation?.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer How Robust are Limit Order Book Representations under Data Perturbation?

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:50.289334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ab69cf-259e-4155-82ce-5277c3f6cf3d · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:50.445020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db54f4d9-792a-42f4-b2c9-61a98e722fef · outbound

This paper cites Limit Order Book Event Stream Prediction with Diffusion Model.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Limit Order Book Event Stream Prediction with Diffusion Model

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:53.358699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c3dbb7c1-6e52-48fe-8885-a90882018892 · outbound

This paper cites The Price Impact of Generalized Order Flow Imbalance.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer The Price Impact of Generalized Order Flow Imbalance

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:53.069983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79403093-28f7-468f-ae13-375b986a1d8a · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:58.443588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a89296ca-b17a-403e-9d95-e01c6109cb2e · outbound

This paper cites D., & Howison, S.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer D., & Howison, S

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T10:18:52.750823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef542a18-2187-4ed1-99c9-e15f0e9f5cb3 · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:18:55.162321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 44b1eebd-17bc-4e8b-a8a3-079dbc192a9a · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T10:18:54.701515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4785c9d0-9356-4f2d-a723-4f6dbb572b07 · outbound

This paper cites Using Deep Learning for price prediction by exploiting stationary limit order book features.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Using Deep Learning for price prediction by exploiting stationary limit order book features

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:18:52.491580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8b1c8fab-ba35-40dd-8e6b-0cc6875c9af3 · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:58.121610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3dd534ed-7655-45d9-8129-8d18c9bd4cc9 · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:57.824541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f1b67765-38cc-4bcb-974c-d41fd1da1877 · outbound

This paper cites M., & Menkveld, A.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer M., & Menkveld, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:18:57.486087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88778e36-9600-45fe-b321-2b78d36dc78e · outbound

This paper cites an unresolved cited work.

Exploring Microstructural Dynamics in Cryptocurrency Limit Order Books: Better Inputs Matter More Than Stacking Another Hidden Layer Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:18:57.148012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.