Pith. sign in

Paper Citation Record · LEDGER

Causal Discovery with Inverted Self-attention for Multivariate Time Series

As of 5 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.28212.

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

pith.paper-citation-record.v1
2607.28212 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T14:32:12.408651Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dcb07546-fc6b-4262-b648-90f1eafa5ed0 · outbound

This paper cites ICLR (2015).

Causal Discovery with Inverted Self-attention for Multivariate Time Series ICLR (2015)

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.587854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.587854Z digest=sha256:a556c39aac31d3591d3f374bc6bb9671fe0fb11b5aa1438159d165a8a3181429

Observation 9dd8b40b-441b-4cc0-838f-3a53ddee7f19 · outbound

This paper cites Journal of Climate25(17), 5648–5665 (2012).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Journal of Climate25(17), 5648–5665 (2012)

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.642956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.642956Z digest=sha256:ce5dfee9ed11a49d59d30d9812f51cd01040712692154b93769fb25f4b50512c

Observation 1c0ca6b9-970a-414d-915c-32528ad5dcf3 · outbound

This paper cites Prob- abilistic graphical models pp.

Causal Discovery with Inverted Self-attention for Multivariate Time Series Prob- abilistic graphical models pp

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.760951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.760951Z digest=sha256:46c7969e11aab3779ff563764c744ac0b0f4e8e38c3e2e92185f1240f94886c4

Observation 5d10bf63-d01c-4432-8b45-dac9f7dd0b14 · outbound

This paper cites Econometrica: journal of the Econometric Society pp.

Causal Discovery with Inverted Self-attention for Multivariate Time Series Econometrica: journal of the Econometric Society pp

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.832532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.832532Z digest=sha256:f1906764a6504002da6e989842039746c7841e75bd0c6decabd7b20417b5b8cb

Observation 8c4d872a-68c5-4f4f-a3d0-8c26b3113027 · outbound

This paper cites Cambridge University Press (2013).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Cambridge University Press (2013)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.917846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.917846Z digest=sha256:85b9266a1599057c39bb83f2c325f217e5ee03c8bcaec8c9732d498c41318ec3

Observation 3cc2c8fd-a8ea-40b3-9df7-9bc99072a1b2 · outbound

This paper cites Physical Review E87(6), 062918 (2013).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Physical Review E87(6), 062918 (2013)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:10.995854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:10.995854Z digest=sha256:f1205174311749de4d7415c20d9765b98617eabfef7e0a33e6749e31900ce6b2

Observation 015e9357-a2a8-4d5c-bea1-bb1e573e912c · outbound

This paper cites In: Proc.

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: Proc

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.050682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.050682Z digest=sha256:76501b157e18cb3499e5b2131bf924db157050b87d794ec9d1e556450e38c772

Observation 682d12b2-ee76-4ab9-96b5-429b19f0daf2 · outbound

This paper cites Physical review letters100(14), 144103 (2008).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Physical review letters100(14), 144103 (2008)

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.150991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.150991Z digest=sha256:37e149197d5ebcfcfa898a5fe87ddcc393758133ff99d403a589032ddc54dec5

Observation ada864c9-bf66-49fc-ac30-493f0a08eaa0 · outbound

This paper cites In: ICML.

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: ICML

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.219727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.219727Z digest=sha256:6e27adca371d12c87f0634941f6db275331664e1ed0dc9679fcf9d48c79919bc

Observation cdae149f-359c-4d06-87b2-7367054a6552 · outbound

This paper cites Machine Learning and Knowledge Extraction1(1) (2019).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Machine Learning and Knowledge Extraction1(1) (2019)

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.299114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.299114Z digest=sha256:3bf383f187237ed53b2403e01cae84ddbc66b926c3a07221ef7e5debcbaa5398

Observation 6bcb1575-c131-436a-a5f5-b38a8a632f8c · outbound

This paper cites In: AISTATS.

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: AISTATS

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.385777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.385777Z digest=sha256:79c22cfb18789c2dc863fbafba3d432d00f1f7c52cb94d3f8354b74ec54b2de9

Observation 41eb3af5-075a-457e-a3f7-969c8ef0a47c · outbound

This paper cites In: Proc.

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: Proc

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.484750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.484750Z digest=sha256:b56fdeffa59d773c358a3b6036f79a8416e58010469c1688b9abc655f707b899

Observation a52c0d1d-8669-4919-98de-855381a1253b · outbound

This paper cites Chaos: An Interdisciplinary Journal of Nonlin- ear Science28(7) (2018).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Chaos: An Interdisciplinary Journal of Nonlin- ear Science28(7) (2018)

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.576697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.576697Z digest=sha256:684dc1de96bf83af09c8bcf81c4a79966e10c3a29b018364529eaebea74d3ee5

Observation 794401a1-08a3-4c01-a2e3-aaedcde13b2e · outbound

This paper cites Nature communications10(1), 2553 (2019).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Nature communications10(1), 2553 (2019)

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.694439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.694439Z digest=sha256:61b3509e34b3e62e73b09656689d8561dde676685fb02efc2bc0f921c90f6def

Observation c59bd5b1-baeb-4d8e-a7cc-753705f4fe80 · outbound

This paper cites Science advances5(11), eaau4996 (2019).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Science advances5(11), eaau4996 (2019)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.754111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.754111Z digest=sha256:4bf646fc9ac585877e54a9131762504c06f1ec9cae121e98534582a6d1ee56e0

Observation cd025d6a-835f-46e9-aa8d-e201700434d2 · outbound

This paper cites Physical review letters85(2) (2000).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Physical review letters85(2) (2000)

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.818022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.818022Z digest=sha256:269578241b60bcc1ab5f21e644aee55e70a7a889389c00e1ed63ba20f36772dd

Observation 1fe3a4e1-a5e0-4b49-a10a-1a1d4b680e68 · outbound

This paper cites Machine Learning108, 1421–1441 (2019).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Machine Learning108, 1421–1441 (2019)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.879325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.879325Z digest=sha256:66b60cdd48c7f5437e13d2ef4e0b8e38547d2e75f35ffbbf06358b8fad7ffffd

Observation 83c4d156-9455-4169-9852-ad4435e6c9be · outbound

This paper cites Social science computer review9(1), 62–72 (1991).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Social science computer review9(1), 62–72 (1991)

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:11.935814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:11.935814Z digest=sha256:8f05d0de550ad072d13e4bee9a412f9ab4443bc3256b2a83ce860838436f4cbd

Observation 76c2afec-bdce-43e7-bdf8-7603eef8fc86 · outbound

This paper cites IEEE TPAMI44(8), 4267–4279 (2021).

Causal Discovery with Inverted Self-attention for Multivariate Time Series IEEE TPAMI44(8), 4267–4279 (2021)

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.027319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.027319Z digest=sha256:82326d851c9bd4c70b007fb0ec35bb5e9e9916044388db8115246dfe3d4b5296

Observation fda38697-3863-4c78-bcd2-8db9a8af3fd4 · outbound

This paper cites NeurIPS30(2017).

Causal Discovery with Inverted Self-attention for Multivariate Time Series NeurIPS30(2017)

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.073055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.073055Z digest=sha256:c480e9dac33f21919632841d8574934686eb60b63fd6fd4f4c2c2f394757a2c2

Observation 6913b797-8106-4ce6-bc3f-4e2914095422 · outbound

This paper cites Nature communications11(1), 5046 (2020) Causal Discovery with Inverted Self-attention for Multivariate Time Series 13.

Causal Discovery with Inverted Self-attention for Multivariate Time Series Nature communications11(1), 5046 (2020) Causal Discovery with Inverted Self-attention for Multivariate Time Series 13

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.146716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.146716Z digest=sha256:0807778b04f019482616f633d7d9461b58034cdc1d99a7f77a4af7d27e1f0e5c

Observation e3844390-a959-4089-8ac3-7a75a3d81bef · outbound

This paper cites Journal of Economic Dynamics and Control139, 104434 (2022).

Causal Discovery with Inverted Self-attention for Multivariate Time Series Journal of Economic Dynamics and Control139, 104434 (2022)

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.233300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.233300Z digest=sha256:7acce0548d82e5091afe464238b83c0e9e3ffbedee94db83277cc257b1719370

Observation ed39ee6f-0d51-4c5c-b3c4-6d689c789787 · outbound

This paper cites In: ICML (2022).

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: ICML (2022)

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.289586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.289586Z digest=sha256:8b3cf20daf0ccfbeac1e295b2b72d9019be7c6b742b58201c933ac8619519ea6

Observation dcbbe35a-88a7-4ec2-b2c1-f97c1f51030c · outbound

This paper cites NeurIPS31(2018).

Causal Discovery with Inverted Self-attention for Multivariate Time Series NeurIPS31(2018)

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.348513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.348513Z digest=sha256:34fd17c33d95ab95ebc0395da3361feebafd0a5c15f371bf7276fe9596a791dc

Observation a039651e-dcbd-4882-9911-a683aa656222 · outbound

This paper cites In: Proc.

Causal Discovery with Inverted Self-attention for Multivariate Time Series In: Proc

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-31T14:32:12.408651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:32:12.408651Z digest=sha256:a7f11ec68becce7a0c90dc03d6b686e377911e7b674a5e408f2c795298d005f5

Pith citing papers

No inbound Pith citation observations are available.