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Paper Citation Record · LEDGER

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching

As of 16 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2608.13096.

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

pith.paper-citation-record.v1
2608.13096 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:56:22.171582Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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 exact5
  • verified fuzzy3
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ca6a4c6-ec09-4ab9-8ac5-de07e64e775f · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:21.750751Z digest=sha256:e0d5b9e91332237701d9f548b967788ef83520597351da7169895f89d180704c

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

This paper cites Painting the market: generative diffusion models for financial limit order book simulation and forecasting.

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

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.764523Z digest=sha256:a78e590cfc079b5ce116056b749be475da728ad2f88222175285c19c0f6d3edb

Observation 66069ba3-e819-4636-ab7a-50f894b2f0d5 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.770494Z digest=sha256:30c2ce5d18ad2ebac5809652fcb35609812ded3820fbf5fa6e3d9009c98bae2c

Observation 669e9b62-543b-457b-9453-c4df5acdaf32 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:21.775616Z digest=sha256:17885933d235829ff971c9861c641217d870d236e15444569bccf13b29b904f3

Observation e2b21ca2-bd39-48cb-bab6-86fc5b1cb171 · outbound

This paper cites Deep Hedging.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Deep Hedging

Reference 5

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source=pdf_text observed=2026-08-15T16:56:21.780982Z digest=sha256:20b348213129634ab169618a1fea2fabf8b2491506929bdbe61dab46a29162b0

Observation cd5a4160-d35e-472a-864e-4777d4180805 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.786671Z digest=sha256:7a476192ba51688a16781f9d23e815d8ebf3748ebff7b5072c205a78230b11dc

Observation 7e25e338-3ac8-4c42-a344-09be53cfb047 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.792740Z digest=sha256:0e1ed22d47de3f33956ae4e8e6e77e49a15449e92319293f96e27f000a5e5198

Observation 049abbd6-79af-47e5-bcaf-e905446913ac · outbound

This paper cites Towards Realistic Market Simulations: a Generative Adversarial Networks Approach.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Towards Realistic Market Simulations: a Generative Adversarial Networks Approach

Reference 8

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local_arxiv, observed 2026-08-15T16:56:23.050214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.798673Z digest=sha256:cd913933c88968e45703f89c05fe50d35d4785bab4b2cfbb02701800035bbd86

Observation 47901886-702c-4135-b4b8-fb38fd126a51 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.805129Z digest=sha256:9e2715a7e9a843f699ac37e53f3c0cee534b9461dc094ad51514b468ac782a42

Observation 1eb84378-34b9-4495-8451-393f9a9e6dee · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Diffusion Models Beat GANs on Image Synthesis

Reference 10

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source=pdf_text observed=2026-08-15T16:56:21.816206Z digest=sha256:c18134f3be95b250b43d44587c9984ccd4f017955e521446df0e25ea7efb77a9

Observation 485ab144-20a0-4d99-a8c4-02659cd464af · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 11

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source=pdf_text observed=2026-08-15T16:56:21.822092Z digest=sha256:61448478c6f24829f0b7f5f5a8df270a877bc04aa5cdee8f21eea32453f2c9b3

Observation 88aee257-1e1b-49cc-8c19-10bf16c6ba9b · outbound

This paper cites Doyne Farmer, Paolo Patelli, and Ilija I.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Doyne Farmer, Paolo Patelli, and Ilija I

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-15T16:56:23.418191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.828037Z digest=sha256:7bb27775d9dee54bc6e89e038526f214c9b3b7995f2f9491f22d9beef97e619a

Observation 75791aa6-dfbc-4863-8a21-87b3cdaefae6 · outbound

This paper cites Gode and Shyam Sunder.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Gode and Shyam Sunder

Reference 13

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.834539Z digest=sha256:2b2e8c45c06f2420ea48e02ee055b1c6cb46eb470f9c24e29b17f36973d39696

Observation 2e217171-1bf7-4d01-9437-fa4d7fd640bd · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-15T16:56:21.841107Z digest=sha256:c13ca7754b0b9ae4cb182b104cb06b9ad2c60c68af8fb740d2855fb4c8fb802e

Observation c83cc10d-a899-4756-9a63-234ceb8e66f6 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Denoising Diffusion Probabilistic Models

Reference 15

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source=pdf_text observed=2026-08-15T16:56:21.847263Z digest=sha256:46beb95dc2f60dd88b37c0e423f7b6e232b0610607e3cf2063dbfd3223c9bdb2

Observation ac8cdbd0-14d0-4607-ae73-724110e2e92b · outbound

This paper cites Classifier-Free Diffusion Guidance.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Classifier-Free Diffusion Guidance

Reference 16

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source=pdf_text observed=2026-08-15T16:56:21.856283Z digest=sha256:7815e6957844b992664f2fb16f334f15a3197a0fc41a0b53c8c9666eba36764b

Observation 62d0bbcf-c7b1-47b8-8cb5-a7223cd9db7b · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-15T16:56:21.862983Z digest=sha256:566a538d3ef2f1b4eabb324de799e85df94757b576a80ae77debfdd067784b4f

Observation 935e0391-ff6c-43b2-bedd-b301a845f013 · outbound

This paper cites FlowTS: Time Series Generation via Rectified Flow.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching FlowTS: Time Series Generation via Rectified Flow

Reference 18

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source=pdf_text observed=2026-08-15T16:56:21.868523Z digest=sha256:4806239f743143da9f02c974305f3196457deae6065cf74586a0456e38cd499f

Observation dce829af-c223-4b0d-949e-f7b872e1bbff · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-15T16:56:21.875095Z digest=sha256:23c62b3311835b2ae080cd056721282678d47be193e984e0e4be401c73308def

Observation bf319e6d-96cb-4e5d-965b-57f5aac4f596 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.880760Z digest=sha256:fdb9b8414dc637bbeaea99849374d48e3cafd3637a4ba4b4a4ee85d7f911615d

Observation 3ef211d0-70a5-4c6d-865f-91bc67300d62 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 21

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.885809Z digest=sha256:13816818050e3d1a0893015b7d68cfd49125760e02d21403b5af24b5a6baad64

Observation 419db946-a9e6-4267-80f9-28db7a205e68 · outbound

This paper cites Elucidating the Design Space of Diffusion-Based Generative Models.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Elucidating the Design Space of Diffusion-Based Generative Models

Reference 22

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source=pdf_text observed=2026-08-15T16:56:21.890806Z digest=sha256:b50f13c3004eeefc9c38a604cab4da6af3af1f3e39366aa42dacb8fd87c48ac1

Observation 70413be5-3039-481d-855f-bc27d7808772 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-15T16:56:21.895655Z digest=sha256:51254ec81751512a1ce5d0bad8a0847587d9390516e14da28fba30cfffc454db

Observation 90839575-d781-4385-83e9-7f59a02f400e · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 24

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.900497Z digest=sha256:cd6800562238d213cde3ef5ef2a08469bba343262ef77c2a294bb36fe4b25adf

Observation 7ca493bf-385c-4235-901c-4eeb0c1e61f4 · outbound

This paper cites ByteGen: A Tokenizer-Free Generative Model for Orderbook Events in Byte Space.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching ByteGen: A Tokenizer-Free Generative Model for Orderbook Events in Byte Space

Reference 25

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local_arxiv, observed 2026-08-15T16:56:22.663946Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.910661Z digest=sha256:805e4fe92dfdc9e49ae544c9f0b672d3c10521f72fc6f93887724853cdc6b9bf

Observation 2c229681-2964-4e12-820a-ac698091daa6 · outbound

This paper cites FlowHFT: Imitation Learning via Flow Matching Policy for Optimal High-Frequency Trading under Diverse Market Conditions.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching FlowHFT: Imitation Learning via Flow Matching Policy for Optimal High-Frequency Trading under Diverse Market Conditions

Reference 26

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source=pdf_text observed=2026-08-15T16:56:21.917189Z digest=sha256:476316c272c394609edfb275cd4406f997c4ad6e84b4de85c1e3e2c6abad86a3

Observation 8f2e6e92-6a7d-49cb-92d9-208a3c27ae77 · outbound

This paper cites Flow Matching for Generative Modeling.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Flow Matching for Generative Modeling

Reference 27

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source=pdf_text observed=2026-08-15T16:56:21.922831Z digest=sha256:202b13af0528485d5154d417a8a85c4864e9cfea8371689da13a48ee06c2d6e4

Observation 40dee0c7-80d5-47f0-a840-2ee399564cd5 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 28

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source=pdf_text observed=2026-08-15T16:56:21.928593Z digest=sha256:7a11c2e9ae64d1ad43c03636b645ccb4d509b997402fe390fe9954d0369fd5ab

Observation dee1ebb0-64e7-4ae2-b279-7a2c47c6d735 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 29

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source=pdf_text observed=2026-08-15T16:56:21.934231Z digest=sha256:7f6f5ceeb057a273924d5ea5c637b34b3a1d87b351b7d40b6a7fccdef05fd8b8

Observation 92669a70-5a8a-483a-9b3d-b7950b941fde · outbound

This paper cites Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network

Reference 30

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source=pdf_text observed=2026-08-15T16:56:21.943983Z digest=sha256:4087b0d55e56c7efa34a2764edd2ca2281c56e706dae60a9ea730cfa7ca34d8d

Observation a2ef887f-763c-4efa-835f-c2f60b91fe6a · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.949616Z digest=sha256:2a760541daa31131949a1bc0a92b8f4e96a9c4b0cb329a14e40fed60892d4b7d

Observation 3d1ce80b-b3bc-42bb-bc90-8cef3b204f71 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 32

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.954447Z digest=sha256:3ab50ccc72e71cd160c061e245c8066bac0826617f8dacde1a425d2772f576aa

Observation b46af6e6-54e4-4713-a910-acc929b083ea · outbound

This paper cites Scalable Diffusion Models with Transformers.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Scalable Diffusion Models with Transformers

Reference 33

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source=pdf_text observed=2026-08-15T16:56:22.085113Z digest=sha256:c6d8395abe57be2e7b97ec2da1b544f892bc3763a4e51d0dd0193286265dd331

Observation 728ad94a-eef6-4313-a6f2-da515dd64adb · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 34

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source=pdf_text observed=2026-08-15T16:56:22.091575Z digest=sha256:b312640ecbaf6431e201fdb28a80042e3910f0671941314ed60ca4e48cbbee43

Observation fe9b4b20-3c8a-4368-a859-60089ad14a00 · outbound

This paper cites Synthetic Data Applications in Finance.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Synthetic Data Applications in Finance

Reference 35

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source=pdf_text observed=2026-08-15T16:56:22.096409Z digest=sha256:f43ed58d5270655ab5b1f4363a13b5e571d158395988b36c3616e43ff601aa83

Observation ca2a3a41-6631-4073-8050-7cee5ddeb681 · outbound

This paper cites Weiss, Niru Maheswaranathan, and Surya Ganguli.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Weiss, Niru Maheswaranathan, and Surya Ganguli

Reference 36

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source=pdf_text observed=2026-08-15T16:56:22.101666Z digest=sha256:68607e7e72dc2321f4c0b75a8810b13005881f28675d5b3c823c8d73a0d60a9b

Observation f4a2cd1e-be3e-4ac6-bf3e-ea2190f97990 · outbound

This paper cites Denoising Diffusion Implicit Models.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Denoising Diffusion Implicit Models

Reference 37

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source=pdf_text observed=2026-08-15T16:56:22.111700Z digest=sha256:9b2cddb62d34abba1d9571c2a3bae4dc6c7a9df2c432513aff5f024192cbbcf1

Observation 7ddfdb11-1466-4b42-9466-f5b6e1a718dd · outbound

This paper cites Consistency Models.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Consistency Models

Reference 38

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no resolver link, observed 2026-08-15T16:56:22.116986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.116986Z digest=sha256:2377f5c057b02dd6b6a69782c00c9c77ecb3f659bd90d670d5068f6aa98cf938

Observation ab92cc8c-dcbd-409b-846e-0ee1c7515a7a · outbound

This paper cites Generative Modeling by Estimating Gradients of the Data Distribution.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Generative Modeling by Estimating Gradients of the Data Distribution

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.122479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.122479Z digest=sha256:481b0dfc01624d121ff9805fd6133ca88c423924c0ac30fd9a0da88839a90bec

Observation ffb14991-8946-4174-88fa-fc26eb527f5b · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Score-Based Generative Modeling through Stochastic Differential Equations

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.128372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.128372Z digest=sha256:f91d560b8cb66eee97d23d7c153fdcfb9e95759e34b9c8d92f2a8c2095543330

Observation d7225b86-dcbe-411f-8ca9-61147a06794c · outbound

This paper cites CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching CoFinDiff: Controllable Financial Diffusion Model for Time Series Generation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.134175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.134175Z digest=sha256:58b8123c08e3abba52b2cfecf190f34014aaa36283c68ab5468ded4e29e6e3ac

Observation 18d8b9bf-6db0-4adf-8c3f-fe50608631ad · outbound

This paper cites Get Real: Realism Metrics for Robust Limit Order Book Market Simulations.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Get Real: Realism Metrics for Robust Limit Order Book Market Simulations

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-15T16:56:22.430712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:22.140596Z digest=sha256:50a4de2a0b07ce5f977643797480ccda2f9d6d8df719d97a2d3461634e13f7bf

Observation 99280ac8-f91f-4a5f-a9b4-a8b7c9ee703a · outbound

This paper cites DiffVolume: Diffusion Models for Volume Generation in Limit Order Books.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching DiffVolume: Diffusion Models for Volume Generation in Limit Order Books

Reference 43

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unresolved
no resolver link, observed 2026-08-15T16:56:22.145726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.145726Z digest=sha256:1e27b8c78f361b2c6e2e1f9853456e006470410d36ac37c4cc21ad8408967399

Observation abc922d4-91ee-4016-b4f8-50613908a54d · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 44

Resolution
verified exact
raw_fallback, observed 2026-08-15T16:56:22.385643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:22.150721Z digest=sha256:7fe425d90ea6993d71193fa81b7c3b747ea86a714c7d6804bf1e6088393f528e

Observation c0be9a6f-7caa-410b-adec-00de310bca1f · outbound

This paper cites Quant GANs: Deep Generation of Financial Time Series.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Quant GANs: Deep Generation of Financial Time Series

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.156511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.156511Z digest=sha256:87b8d7cd430715b6925bec7bc02595a6b0d261ba84cfd02ef9a4c209761a7917

Observation e217d5c3-48fe-409a-b5a8-a1e84ec98d97 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.161724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.161724Z digest=sha256:c9b6b420b21b2ec65bd878a4f63a31af20f9f4f7e81fbf663b4d10b624426e26

Observation b5531c10-79e3-4c5c-a7a7-3801ee3c436e · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.166447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.166447Z digest=sha256:2e8ae75352abb02e84b6ce45182403371a7f2b34e9a2c13fd1f45fce39cc06bb

Observation 5cf3b2a8-8350-4e76-97cb-65d7028bd4e2 · outbound

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

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Limit Order Book Event Stream Prediction with Diffusion Model

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.171582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.171582Z digest=sha256:d75e711f0592a1530b57dbff527851e085dfb3aa19c218635bc56fb83b93e692

Observation 43159cd5-2b2c-4fc4-92dc-1b22cb77ffcd · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:22.106552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.106552Z digest=sha256:967f209491a67bdfea6fbc68bee1ef465324e2d75de3459673b0540ad254e77a

Observation 47ab50dd-282b-41e7-8d42-5cd5d0cab4d7 · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T16:56:23.336368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T16:56:21.905516Z digest=sha256:5b283f817fa4442f51b6b099ea0f456f1642f2c91f147930aa8598c1d68c63ba

Observation 59b66d4a-7ad3-4c18-a54a-345d75aff3d5 · outbound

This paper cites an unresolved cited work.

FlowLOB: Efficient and Controllable Limit Order Book Generation with Flow Matching Unresolved cited work

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T16:56:21.939346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:21.939346Z digest=sha256:7a91622b7f47653cfa688ed4bb3225985eca9c46777ad86dc4800185beb8a3a1

Pith citing papers

No inbound Pith citation observations are available.