Paper Citation Record · LEDGER

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.18717.

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

pith.paper-citation-record.v1
2506.18717 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:50:11.072109Z

measured 33 of 33 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:39:54.663080Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T15:39:54.883082Z

Reference resolution

32 of 32 outbound references displayed

verified exact2
verified fuzzy7
unresolved22
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b6229f7-3220-45c8-b239-c60b57ab0dd5 · outbound

This paper cites China Funds Slash ETF Fees, Escalating Price War in Booming Market.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer China Funds Slash ETF Fees, Escalating Price War in Booming Market

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.294209Z

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 50f02677-48a6-4642-9bff-220dba3d9238 · outbound

This paper cites black-box.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer black-box

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.274881Z

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 6fdde535-9956-4d55-853c-491a6c817422 · outbound

This paper cites This approach overcomes the over -smoothing and scattered attention weights problems found in traditional Graph Convolutional Networks (GCNs).

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer This approach overcomes the over -smoothing and scattered attention weights problems found in traditional Graph Convolutional Networks (GCNs)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.258871Z

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 013e827a-89e9-4d7f-b391-b5a8ec67cade · outbound

This paper cites Due to the delisting of Catalent (CTLT) and Marathon Oil (MRO) at the end of 2024, their historical data is incomplete.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Due to the delisting of Catalent (CTLT) and Marathon Oil (MRO) at the end of 2024, their historical data is incomplete

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.243220Z

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 4f81c2a9-8193-4453-96e8-07f0a411f0f4 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:12.093073Z

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 58a94086-9298-4feb-9402-23a04856cc8b · outbound

This paper cites It offers a novel perspective for time-series forecasting and relationship modeling in financial markets.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer It offers a novel perspective for time-series forecasting and relationship modeling in financial markets

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.076147Z

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 56d020c8-3fe0-4ba7-80f5-911a718147e3 · outbound

This paper cites D., Edwards, T., Chapman, F., & Didio, N.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer D., Edwards, T., Chapman, F., & Didio, N

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:12.027083Z

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 22ebf802-b335-4621-b21b-e81f09d0be99 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:10.950946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5918c47a-1d9e-49a7-a0c9-f93e80ca747a · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:10.956137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c63beca-e00d-4392-b7cd-fc06d091a848 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:12.060160Z

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 075e874d-5905-4d43-8927-79dbb34d4eb8 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:12.043052Z

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 b890e004-3f34-4f95-a01f-f4c6ec0b915d · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:10.971616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72501646-63d3-403e-8c3c-3d920d9ea254 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-15T18:50:11.217372Z

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 6cbb89f2-c597-42f6-8748-27144442e616 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.017857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56aea86-7fa8-4db6-b013-6519d514cff2 · outbound

This paper cites Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:10.987387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1cc0ac4-bd68-4579-8741-a71f1309e617 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-15T18:50:11.184836Z

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 17b4c9f6-bcb7-4c60-bf4f-d3e9b906570f · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:12.010901Z

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 70705f11-24b8-40a3-bdac-89160af8ed6f · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 18

Resolution: malformed identifier; doi_truncated, observed 2026-08-15T18:50:11.166984Z

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 5f1183b6-0bb6-4b03-aa75-d6099623ed47 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.008246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc8debf-b7e0-4407-bfb7-462656fab325 · outbound

This paper cites A., & Krause, A.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer A., & Krause, A

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.012844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b140d58-2640-473c-9a9a-4c7648ab34f6 · outbound

This paper cites Differential Transformer.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Differential Transformer

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.052115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5345c91-1a65-48c9-a650-83516ba755e4 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:11.995394Z

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 fdaa885f-8313-45ab-b9ea-ac0a5f56f2d9 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.027772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82b66856-7d17-4239-95b8-d0001987834b · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.032947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f339fd75-bd40-465b-86d0-bb97dcd480db · outbound

This paper cites N., Kaiser, Ł., & Polosukhin, I.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer N., Kaiser, Ł., & Polosukhin, I

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:50:11.976687Z

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 a77f5619-94f5-4430-8195-5fb7120b4f6f · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.042744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88e5096b-f374-4466-bd5d-1f2f71e0adea · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.047297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5b833c-96d6-482f-94e9-25b158877b80 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.057210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5c0d8f-14fa-4608-a661-4f5b5c58c0d6 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.062055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c5a9dfe-a715-4624-bf69-51a04f0cbddf · outbound

This paper cites GMAN: A Graph Multi-Attention Network for Traffic Prediction.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer GMAN: A Graph Multi-Attention Network for Traffic Prediction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.066763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0ea0a3-5783-442e-8a1f-9a4557011319 · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:50:11.072109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c5b5735-d486-4b99-a47f-963a2b59f22c · outbound

This paper cites an unresolved cited work.

A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:50:12.134014Z

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 2ea94a11-e48b-4efd-a35e-701cdf2c3f80 · inbound

STN-TGAT: Top-K Portfolio Construction via Prior-Guided Graph Attention with Learnable Soft-Threshold Sparsification cites this paper.

STN-TGAT: Top-K Portfolio Construction via Prior-Guided Graph Attention with Learnable Soft-Threshold Sparsification A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:39:54.890558Z

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.