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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=sha256:258d8b2a2a641d11166dc80f37a39dd8954971930d4e9fc7946e7b91ce585ec2

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=sha256:06da0a87c40226fef43306839de34ef244846ed42cb4399d0043d2d1d1410721

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=sha256:97dba1701a685dcd40c6cbc85e78d3084065991317138fda842d6fcfdb00e2bb

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:21.775616Z digest=sha256:37945a86c07d5b5d8c0aeafd31bd926448a614cce575a15ab70b2932c90d69a7

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=sha256:21b14a715889fd5e33bbd3339d07022ca67a8b3b3185b72997ee7ed857cf11f4

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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raw_fallback, observed 2026-08-15T16:56:23.467551Z

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=sha256:61f65fdb2d266d1a8cf151a402f34eea3d551ddab065558214d210ee7f151a7a

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=sha256:98bc08025b6c8cbb24fb865169111f0d0fd576252d927c9c038c14f6aa3ffc79

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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verified exact
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:a3663b2752f5794d5f004bb6dcd8eaf77aa40c519de229f8f9bdd924a74c8d0e

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=sha256:93ff6bc190527ab5846363297e6aec8a8091a02cfe703bd5bc2ed918b76d9d13

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=sha256:41fc6a5432680f210cdc0e2edc7488afaabf19d250236ad374f19849e206a8b8

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:ab0cebe2ab7abb33274a94da73ce4395f4bc4daf799647313fa02cfa591f7e73

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:eab1b82a5173ee8a541503bd7abf36201201532834f576090fdf73f74f95c697

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:b599a8ebf628ae92d79ab04badd394f01cd2018e94e4f90809a0f252ec7d7919

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:a620a09a45f88c61bb33841270dbb86958d102eec11aa25cc15e218d0ddfd11a

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:ec6f531b20fbcfcb93d2cd75a7b76f0357834042c134cd1a2c9fca9913c50911

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=sha256:78ba5499b3eccc2ce076ce1f4c04aafc35de56e85ea3250a47dd1e41b9ec4529

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=sha256:42be5f8af6bd8135a95e7a5c2f1bcef5ac557efaf2b3a02b010b506dece3e44a

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:d79f20786e08d51ac63ac7f98481b772b4df248ba130cbc7a3f9a20bc99a9648

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=sha256:4cb7d19e96f013b279ab7e04e558c920a5a04f9fe7f0a909d19bd4712160eeda

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=sha256:59e93b822ea3a1aeef8025b0afb027c6c171bfd239275f910d5a7b5099a92fde

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:f6df49b6ac1e88c2f43b34e2f2753083785b9a4d8fbf3052e49dc8a3bfcb9607

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:c7dd9d296eea9826fc4cf103d8f4f41a29b3109a0fdfa841f8811bf1224480bf

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:c747dc5ce49a8ef541df91cef0b87649642e732638497db4c3cdb4f1d3fe6cc8

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=sha256:07881ada8e5b2aa370cc620fbf5a9d4b8d354a33af071e05e4d2772daaca8d6c

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

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=2026-08-15T16:56:21.910661Z digest=sha256:f26cab2752f043c456bbb14165a8bda93b9b1ccf49e85a04d992666c69ea4cbb

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:dfe30d99aa30c1e85bd829e723ec9414c010fc82e1e9f98ce310831fe5d25326

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:b0fd6007f2690f71fbc23d1c3d848e87eab126182722b8107e6f9df5252ccd95

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:baf0f66602f088aa2af7ec2fff77032d68e31dd370511bb4421d04440524752c

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:f6ff3dc7eabcd7ef5fc23035dda78b1383e9257a458fc065777aec9ae3f6f8de

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=sha256:6ebaa91819654cea7e3be790fc592b4548a8940a1f6d525a0926f75ece0ab1f3

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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raw_fallback, observed 2026-08-15T16:56:23.295782Z

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=2026-08-15T16:56:21.949616Z digest=sha256:c2f9d19af77f8bab9d746207b0341cd898911346b4c6ec1110f19665a7ab9115

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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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=2026-08-15T16:56:21.954447Z digest=sha256:a77feb78b92827fddcddb9b6ffdfca3b77b495041403cd84eae73abd91a900c8

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=sha256:9bb9041c65c7fb05272025ff54f9b8cf5f090e88b966fd77dc21fc6a05c35939

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:bdd8a043959f929d18b56e4b81342dab8c05f1c55f89d589a4f470661b9f9cb8

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:f46bad7fe3fd5c14f610b449a379181dd793ac617725d034d834b2ba26419128

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:c991966e0d7332112fd1c0dc85b9ad63a675f0630410d8ab136dfb65820a25ed

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.111700Z digest=sha256:888462e87c0f6b9cfa624a7dfc4a217ed40e4b6b64fe3433f57161f7bc69e24c

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:56:22.116986Z digest=sha256:80d1a004da54d21d5267bb68e52033c285af211290a1982b06b5137535caa110

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

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

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T16:56:22.122479Z digest=sha256:798a429998443cdf19ebc534f0573345470b4dde361575a9f5750384e54eacd5

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

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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:f49217059a7c81f5b0e40b23a270711e68e87699d2ef2e250499c1ad9369468d

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=sha256:720739c4162cc49a23d6d132b60c3fb955bb19640e4f50a91bc6f4bed15fd4ef

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

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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=sha256:734f25d01ebfc1ec035c39a668e878760116a7fab4630b499004addab6e831f1

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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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:e96c238529622e05dea0cbd83a49723e7b7b7a793cb0cfc8dba81f1d9e273362

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

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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=sha256:0adab26938a7d999887c133210c5ebff85a3a521c2feda2f75d1c394b1f5da59

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=sha256:9a771c906d9eed3b94ee7b808d36f69f48457fa21aae0cfc9c6f93d58b0984bf

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:d642e1e08b5103c3a19361dab9f7fd5e9c7744a773ace317217bc0c760af065b

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=sha256:16bbbecabc5b1f469403a068495822fa0e59fe5c606dad977bda4b9512db377c

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=sha256:36db415496ec84e4282d702c6c73c6be9bc10a8877765cdd7b1ada7349f07e73

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

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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:ae4d2fe0a742b9800146ec2819eb7bc220f9fea1a1bf265291dec22877b6c3a5

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=sha256:26c7f0eba49674aa46212e04031f0f9e3bba21ac7f0db5c60521142c608e2891

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

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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=sha256:6ad209c3296a82d6a05ee8f8de00acd69d5113a8fe9050adb59ec960502dfd34

Pith citing papers

No inbound Pith citation observations are available.