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Paper Citation Record · LEDGER

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting

As of 20 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2509.02217.

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

pith.paper-citation-record.v1
2509.02217 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:50:13.577416Z

measured 50 of 50 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 2026-08-05T10:42:46.201813Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T10:42:46.316518Z

Reference resolution

49 of 49 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c974044-9bb5-426b-8147-99a59422069d · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 1

Resolution
unresolved
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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.

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Observation 1806badd-d0c4-4901-8455-c908c1e916c0 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 2

Resolution
unresolved
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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.

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Observation 02519deb-030e-43fa-9faa-c7a48db8e6db · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:19.109131Z

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.

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Observation 4696d07c-3142-498f-b765-870afceb033c · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 4

Resolution
unresolved
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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.

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Observation 4973d5dc-5995-4b2d-9e03-2d4cee46b4db · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 5

Resolution
unresolved
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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.

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Observation 2c5516dd-cfb3-4ca0-b7ee-862d1681bca3 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 6

Resolution
unresolved
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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.

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Observation c3cf947c-5ce0-4511-a922-5991d89cce83 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 7

Resolution
unresolved
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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.

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Observation 72b9b966-7659-48f6-94e5-9e6f0649d7a6 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 8

Resolution
unresolved
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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.

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Observation 6831ea4d-17dc-4ce7-b760-26be8c44d183 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 9

Resolution
unresolved
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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.

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Observation 5595814f-4672-4131-907a-ac32b68faefb · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 10

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2d2af836-8c4a-46c2-bccf-91b6022990ac · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 11

Resolution
unresolved
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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.

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Observation fe1693a7-3b10-4802-845b-5316fd961c32 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 12

Resolution
unresolved
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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.

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Observation 374760fb-53ae-4930-b16c-d1ad734489b0 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 13

Resolution
unresolved
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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.

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Observation 774011eb-745e-4f77-8479-588b3be19585 · outbound

This paper cites Rosenblum, and Roger Zimmermann.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Rosenblum, and Roger Zimmermann

Reference 14

Resolution
verified fuzzy
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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.

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Observation 67c1c609-80bb-469b-8c4a-6948f741a69d · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 15

Resolution
unresolved
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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.

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Observation 4092b5b6-ab1a-43de-bddb-a8f0242fc39b · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 16

Resolution
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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.

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Observation 0489e316-2dba-463f-bfbe-5c77126c78f1 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering 35, 9 (2023), 9254–9268.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting IEEE Transactions on Knowledge and Data Engineering 35, 9 (2023), 9254–9268

Reference 17

Resolution
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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.

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Observation 6bbd429a-69ec-48a8-b84b-6a5d685189b8 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fbc60ad3-948c-4e78-b7e5-2c779da9039e · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 19

Resolution
unresolved
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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.

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Observation c8aae9d3-1606-4495-959a-f53a6aa28329 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 20

Resolution
unresolved
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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.

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Observation 33c66735-6d82-4537-8fab-b7a817a51d0f · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 21

Resolution
unresolved
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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.

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Observation 16ac3dc4-da99-43d5-8319-10f938aa84be · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 22

Resolution
unresolved
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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.

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Observation 282ac399-4a60-4a8d-aa10-73985f55a38b · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 23

Resolution
unresolved
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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.

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Observation 4109cf08-3496-4953-92a1-0a1d29251d1a · outbound

This paper cites MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting MSHyper: Multi-Scale Hypergraph Transformer for Long-Range Time Series Forecasting

Reference 24

Resolution
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Source-reported events for the cited work

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Observation dcc3a9a9-5c42-4e46-8e8d-32584d99af34 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 25

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d8d78231-7101-434c-bb80-d498fd745aa8 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 26

Resolution
unresolved
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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.

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Observation 3d4a0c82-d8d1-4ef2-93ce-ad18757eec43 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 27

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9f91fa5a-8433-4c41-91e6-0db561c205de · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 28

Resolution
unresolved
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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.

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Observation b60b72ad-e83f-4006-bbf7-5b21c5ed9774 · outbound

This paper cites Graph Attention Networks.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Graph Attention Networks

Reference 29

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1dd3a49f-6159-4d16-8c7a-06e934dc6587 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 30

Resolution
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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.

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Observation b544491b-a364-42ba-857f-e91663aaf17e · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 31

Resolution
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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.

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Observation 8f7f1625-2762-4fd8-8015-4db771dc3e58 · outbound

This paper cites Memory Networks.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Memory Networks

Reference 32

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 60cc593e-82f8-453d-8e0c-3b0bac08eff7 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 33

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 934260e6-23db-498f-b38c-d01be66eefe5 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 34

Resolution
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raw_fallback, observed 2026-08-05T11:50:15.464329Z

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.

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Observation 24d730aa-68c7-4e11-af47-043f3fbbb350 · outbound

This paper cites DSTCGCN: Learning Dynamic Spatial-Temporal Cross Dependencies for Traffic Forecasting.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting DSTCGCN: Learning Dynamic Spatial-Temporal Cross Dependencies for Traffic Forecasting

Reference 35

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ab24ecaf-c3a9-4646-a19e-e129ea694958 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:15.165353Z

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.

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Observation 556b18ca-9232-4037-9650-84499a8073fc · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 37

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bb4e3fe1-f78f-4d5d-9143-a3a6739b6022 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:14.811346Z

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.

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Observation 80d7c861-7876-4fe5-9d28-740cbfe188f1 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 39

Resolution
unresolved
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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.

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Observation ef1ed49a-ebb3-4983-b9b9-39a053994928 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:14.998978Z

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.

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Observation e2234c6d-1914-4d8c-a96a-4cd38910df00 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:14.392369Z

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.

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Observation afbe425f-5cf3-4132-a6bf-a96ea5530465 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 42

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a0381b9f-e64c-419c-aefc-f3b0cd8dfebd · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:14.496808Z

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.

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Observation 475ef52f-cd0d-48e9-8cc4-045f7fa57de4 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:13.952444Z

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.

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Observation 16b80009-8041-4599-9e27-3ddf700974ef · outbound

This paper cites In Proceedings of the IEEE International Conference on Data Engineering.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting In Proceedings of the IEEE International Conference on Data Engineering

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:50:14.281682Z

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.

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Observation 0719a95f-e720-4d5d-a459-7ed7deaf9476 · outbound

This paper cites an unresolved cited work.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T11:50:14.136635Z

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.

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Observation ccc1e884-e1e5-44e0-bfff-66faa05165aa · outbound

This paper cites In 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER).

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting In 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:50:13.798754Z

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.

source=pdf_text observed=2026-08-05T11:50:13.577416Z digest=sha256:b35cdadced9f90097aae3c639fa35eb75bafccfdc0c6805f5dbe8a491cdcef5d

Observation 979e7a8d-d9f4-4cea-b9eb-1a5bebabf5b6 · outbound

This paper cites In Proceedings of the International Conference on Learning Representations.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting In Proceedings of the International Conference on Learning Representations

Reference 2022

Resolution
verified fuzzy
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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.

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Observation e1ff84ad-a9b1-4aa9-a938-6d8b6ed0840a · outbound

This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence.

ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting In Proceedings of the AAAI Conference on Artificial Intelligence

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:50:18.621902Z

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.

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Pith citing papers

Observation dbb20031-bc8d-423b-b269-dc3b661c7d91 · inbound

MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting cites this paper.

MillGNN: Learning Multi-Scale Lead-Lag Dependencies for Multi-Variate Time Series Forecasting ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting

Reference 36

Resolution
verified exact
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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.

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