Paper Citation Record · LEDGER

Painting the market: generative diffusion models for financial limit order book simulation and forecasting

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2509.05107.

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

pith.paper-citation-record.v1
2509.05107 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:41:18.516280Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:07:52.782450Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T16:56:23.186107Z

Reference resolution

41 of 41 outbound references displayed

verified exact6
verified fuzzy0
unresolved35
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7344b2b-a592-47ea-8292-e4298d4a9955 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:23.801620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43313143-f885-478f-92df-ec56b17f212c · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:14.834412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffcd813a-c7d4-451b-984c-3fda384b82b6 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:23.588178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe7013f8-a60d-4392-b7ab-ece1fac3cbca · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:14.968625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8928f763-e81c-4110-b314-eb92f3e552b5 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-05T05:41:18.871603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49beed59-39ec-416f-a979-fd73baa973de · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:23.410873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9067d72b-82d7-42eb-8f2a-ec7d1a7a4eed · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:23.125445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f1d23235-4d71-40c0-9d7b-899fdb7e0c27 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:22.811608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 780fec83-41bf-4ebe-ace3-39cf1893c546 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:22.588842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cc323f4b-36d4-4aa9-baac-b541087c733f · outbound

This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:15.383204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b2be78-11e3-4531-849f-12716d103bf8 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:22.355907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4e3e64d4-741b-4eb7-8803-445787dcc422 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:22.160394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17e013bf-9e97-4831-bd61-376b2726fe7a · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.932680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f81364a8-fd26-4da1-89af-4102d3b66eee · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:15.706216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd556368-f0d3-47a2-a466-7662e821f0e9 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-05T05:41:18.724210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bdf1c240-369e-42f1-b634-f778c6c5e460 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.698536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d535af5e-a3ba-482d-9b40-27600c1010da · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.505763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e15b91fd-b91a-44a4-813c-e8bf1ec963bd · outbound

This paper cites Lecun, L.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Lecun, L

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:16.063573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc38e9d-937a-4c09-865a-8b7d54121708 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.335495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55ff0d9b-1ce3-4ad5-9971-6bba8c6d0741 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:16.324080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616c1edb-50ef-4a9b-a778-eab92fcaa041 · outbound

This paper cites Enhancing Time Series Momentum Strategies Using Deep Neural Networks.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Enhancing Time Series Momentum Strategies Using Deep Neural Networks

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:41:19.691019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad11a319-1213-4819-a023-5306c2c8e721 · outbound

This paper cites Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:41:19.521189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6b00978d-08a4-42b0-ac37-4379164a4a92 · outbound

This paper cites Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:16.654120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400c18df-141f-42d1-9002-d40b3e16504a · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:16.792089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91aa11b0-398b-493c-8c32-b831b66fe299 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:16.890831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc0db5a-486a-427e-a45f-b1d133d75860 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.166100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ee0d57b7-13be-42b1-bb10-f826525d1be5 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:21.024675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 795e63da-59fb-4bbb-87f2-5644a6ce1617 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:20.802363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cdfe31ab-7f8c-4891-a03d-7ab6f4c7b827 · outbound

This paper cites RWKV: Reinventing RNNs for the Transformer Era.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting RWKV: Reinventing RNNs for the Transformer Era

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:17.331458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7ccf743-7561-491e-b4d4-6a7443d44d56 · outbound

This paper cites Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:17.466301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb8ef2cb-e4ca-44d2-b193-5fe74366be89 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:17.585662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33113e2-49a2-449b-a0e1-d78a3b93f088 · outbound

This paper cites Explaining AI in Finance: Past, Present, Prospects.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Explaining AI in Finance: Past, Present, Prospects

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:41:19.266476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e1f712b5-baf4-4f9e-923e-0dc9a616dd8c · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:17.756726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3b3586-5348-4d7f-9fde-b9bf638423d4 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:20.634342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 67d9b8b4-a7ef-4cb2-8f0f-f8ff73b723bc · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:20.435487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e88bcb8e-18ad-4feb-a075-99642c4c3ed8 · outbound

This paper cites Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:18.050874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a46cce47-ca00-4ef7-af2d-bd9a6c207548 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:20.244137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a19cd3c5-d4f7-450a-a9e4-d0f72c699163 · outbound

This paper cites Multi-Horizon Forecasting for Limit Order Books: Novel Deep Learning Approaches and Hardware Acceleration using Intelligent Processing Units.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Multi-Horizon Forecasting for Limit Order Books: Novel Deep Learning Approaches and Hardware Acceleration using Intelligent Processing Units

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:18.320757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6efc978-b995-4397-b26f-daa00d310874 · outbound

This paper cites BDLOB: Bayesian Deep Convolutional Neural Networks for Limit Order Books.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting BDLOB: Bayesian Deep Convolutional Neural Networks for Limit Order Books

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:18.436713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b8e9346-677d-4f0d-b1c3-ae51318029a9 · outbound

This paper cites an unresolved cited work.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T05:41:20.034643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ce86670-1454-4091-a7e0-fa525b256cd6 · outbound

This paper cites ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order Books.

Painting the market: generative diffusion models for financial limit order book simulation and forecasting ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order Books

Reference 2025

Resolution: verified exact; local_arxiv, observed 2026-08-05T05:41:19.054859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

Observation 31ee8f1f-7fbc-453e-9ce2-da8d600150d0 · inbound

Diffusion Models in Finance: A Survey cites this paper.

Diffusion Models in Finance: A Survey Painting the market: generative diffusion models for financial limit order book simulation and forecasting

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T00:07:52.782450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e598caef-55d0-4e21-8308-ccbf24b3f923 · inbound

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching cites this paper.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Painting the market: generative diffusion models for financial limit order book simulation and forecasting

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-15T16:56:23.192978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.