Paper Citation Record · LEDGER

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations

As of 21 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2412.04034.

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

pith.paper-citation-record.v1
2412.04034 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T21:55:24.136882Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

44 of 44 outbound references displayed

verified exact0
verified fuzzy7
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b9d852e-86c9-43ac-ae18-279e15a950a5 · outbound

This paper cites write newline.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:23.932667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee1a98a4-0e72-4266-9125-762c1b611de8 · outbound

This paper cites and Albert, R.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations and Albert, R

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:23.938851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2387b117-7c7f-406f-9811-9c9532cbfb8b · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.807609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b2507d2-1857-49fa-8912-dbe2234da73d · outbound

This paper cites and Ge, L.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations and Ge, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.788360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f465642-1e8c-4790-a766-f20b3fe2db9f · outbound

This paper cites T., Cooley, J.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations T., Cooley, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.772167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aeb883e0-9151-4ade-aa0f-14a4e30655dc · outbound

This paper cites Z., and Chen, H.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Z., and Chen, H

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.757296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae20e9fe-e8c9-428c-880f-a6ecba0f4f84 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.742384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90b0831f-757c-4081-aed6-846a61371f79 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.725774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 573f62e2-e205-4937-bb24-75c06f579594 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.707875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0fc84a55-a351-459d-80c9-5325ee7a98ab · outbound

This paper cites and Khasahmadi, A.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations and Khasahmadi, A

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.691741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9032162-2705-4be1-a96f-070608067773 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.674874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5898b585-7c01-4ba6-b64f-6ff74e3c7770 · outbound

This paper cites T., Nguyen, M.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations T., Nguyen, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.657567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90a9b081-f8d1-4376-8b1c-6ca4e66d3a1f · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.640198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc647275-eba1-43cc-9a8f-72dad212f4a2 · outbound

This paper cites K., and Omitaomu, O.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations K., and Omitaomu, O

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:23.997180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce32e1b6-d29d-41d4-a4f2-5ddd06256cae · outbound

This paper cites X., Kim, J.-C., and Wood, R.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations X., Kim, J.-C., and Wood, R

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.612833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6d123b1-d361-43c9-9b07-d7432e314482 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.597138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e0f090d3-a00e-4dc4-a324-c19813685fad · outbound

This paper cites HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:24.012594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc5eb26b-39d4-4be7-ad2c-89767f465fb6 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:24.017679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 054f0a13-4237-48ff-81b5-150999c7c639 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.570182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 475c237e-f4f4-4776-a9aa-26b5478ce7b4 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.554389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69d60856-6833-44e1-8f4b-1710542acaba · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.537483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19f27ba7-b783-465c-a876-759bc32452b2 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.521394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0823dfc2-a240-4f69-8f31-0459b7eceba0 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.506277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f16710d3-ea74-4887-80c6-4912ad4ac58d · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.490531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e2eafd94-a511-4df7-91e1-4292b4bc5ea6 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.474376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a528b694-7fc9-4532-8809-168c7be6942e · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:24.055389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a153c77-0a7c-4471-8c15-d0f0e4a61b6a · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.448288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a5b565a-9716-47d4-8564-c94a0f174351 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.433009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30292537-5ad7-4e79-998d-c2f184b9afe6 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.418029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3993188e-10d0-4f5f-ae4c-4f5afda09219 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.403230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbabcac7-634f-42b1-81e3-11e590a112b9 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.389737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65813336-d4f0-4dde-b425-745746368e96 · outbound

This paper cites L., Li \`o , P., Bengio, Y., and Hjelm, R.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations L., Li \`o , P., Bengio, Y., and Hjelm, R

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T21:55:24.375621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f7e484c-0798-4095-be41-5bf5ac8769eb · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.361922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc63eac4-ffc7-4d55-a3d2-f5d221ea1969 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.346886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a35f2f18-6435-4473-bb86-8acb291cff2a · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.331017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4d298b0b-23ff-4c9e-9216-bd872cf76933 · outbound

This paper cites HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations HIST: A Graph-based Framework for Stock Trend Forecasting via Mining Concept-Oriented Shared Information

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T21:55:24.102263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 076a7430-1abb-45dc-b7ad-adbc57093c48 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.315712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c9f8859-6bae-4126-8d48-573c4e19647e · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.300495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8888e677-369e-4c56-8006-cf88ae6a45c2 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.283932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0080b6bd-cd7c-4fc5-997a-7712e7f53613 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.267508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32eec351-8191-4474-be72-a079aa0c507c · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.251771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 098696e1-7f23-4674-912a-7388db7fd651 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.236102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3aee99df-9736-48d4-80a7-4b39ad580993 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.220759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c48f6d0-29f0-46cd-a5db-6029ca00c467 · outbound

This paper cites an unresolved cited work.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T21:55:24.204888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.