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Paper Citation Record · LEDGER

seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1812.04448.

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

pith.paper-citation-record.v1
1812.04448 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:41:30.331864Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

7
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 48cbdf70-c6df-40d0-9c6a-28954f21e1fc · inbound

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems cites this paper.

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T21:41:30.331864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:41:30.331864Z digest=sha256:6016c9867142526f702262ff43446cde197af82567eddf411dec0a20ba858f5d

Observation 83560fbf-f51b-4d6d-8ec5-e455e6f7098e · inbound

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations cites this paper.

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations seq2graph: Discovering Dynamic Dependencies from Multivariate Time Series with Multi-level Attention

Reference 288

Resolution
verified exact
arxiv_id, observed 2026-07-04T23:15:48.573703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-05-08T19:04:40.817413Z digest=sha256:4f6500f56f19ef453bde19f2ee442d4bfeaba6acfe1f23d9b2da3bc986663f7b