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Paper Citation Record · LEDGER

Large Causal Models for Temporal Causal Discovery

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2602.18662.

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

pith.paper-citation-record.v1
2602.18662 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:03:35.411143Z

measured 55 of 55 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

55 of 55 outbound references displayed

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Outbound references

Observation 3bb2f695-82d5-4ed6-8359-f3495f666583 · outbound

This paper cites Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning.

Large Causal Models for Temporal Causal Discovery Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning

Reference 1

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Observation a73e0c28-84b5-4037-b0e2-6374fa9ee490 · outbound

This paper cites Journal of Artificial Intelligence Research73, 767–819 (2022).

Large Causal Models for Temporal Causal Discovery Journal of Artificial Intelligence Research73, 767–819 (2022)

Reference 2

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This paper cites On the Opportunities and Risks of Foundation Models.

Large Causal Models for Temporal Causal Discovery On the Opportunities and Risks of Foundation Models

Reference 3

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Observation 0d1b0e74-3bf8-490e-bbfc-feb11984712b · outbound

This paper cites Pattern Recognition30(7), 1145–1159 (1997).

Large Causal Models for Temporal Causal Discovery Pattern Recognition30(7), 1145–1159 (1997)

Reference 4

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Observation e46caa99-b654-40ea-9ddd-3153d082cd9a · outbound

This paper cites Machine Learning45(1), 5–32 (2001).

Large Causal Models for Temporal Causal Discovery Machine Learning45(1), 5–32 (2001)

Reference 5

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This paper cites Springer Science & Business Media (1991).

Large Causal Models for Temporal Causal Discovery Springer Science & Business Media (1991)

Reference 6

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This paper cites Advances in Neural Information Processing Systems (2020).

Large Causal Models for Temporal Causal Discovery Advances in Neural Information Processing Systems (2020)

Reference 7

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This paper cites Advances in Neural Information Processing Systems33, 1877–1901 (2020).

Large Causal Models for Temporal Causal Discovery Advances in Neural Information Processing Systems33, 1877–1901 (2020)

Reference 8

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Observation 2507ca57-17c6-476a-8daa-1338352dec84 · outbound

This paper cites Magnetic Resonance in Medicine39(6) (1998).

Large Causal Models for Temporal Causal Discovery Magnetic Resonance in Medicine39(6) (1998)

Reference 9

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This paper cites In: Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining.

Large Causal Models for Temporal Causal Discovery In: Proceedings of the 22nd acm sigkdd international conference on knowledge discovery and data mining

Reference 10

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This paper cites International Conference on Learning Representations (2024).

Large Causal Models for Temporal Causal Discovery International Conference on Learning Representations (2024)

Reference 11

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Observation 8ed37b7f-a611-4175-928a-13e151924e00 · outbound

This paper cites Wiley & Sons (1999).

Large Causal Models for Temporal Causal Discovery Wiley & Sons (1999)

Reference 12

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Observation 5a8e9f66-860f-4713-9cc7-fb43b358c42a · outbound

This paper cites In: International Conference on Machine Learning.

Large Causal Models for Temporal Causal Discovery In: International Conference on Machine Learning

Reference 13

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This paper cites Journal of the American statistical association74(366a), 427–431 (1979).

Large Causal Models for Temporal Causal Discovery Journal of the American statistical association74(366a), 427–431 (1979)

Reference 14

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This paper cites In: International Conference on Learning Representations (2017).

Large Causal Models for Temporal Causal Discovery In: International Conference on Learning Representations (2017)

Reference 15

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Observation 441f0bea-0015-42e5-ac0d-447ef3e38e16 · outbound

This paper cites Ad- vances in neural information processing systems32(2019).

Large Causal Models for Temporal Causal Discovery Ad- vances in neural information processing systems32(2019)

Reference 16

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Observation 568fe16a-f6b1-4dcb-a356-c41f3ef1ece0 · outbound

This paper cites Journal of Computational and Graphical Statistics21(4), 825–839 (2012).

Large Causal Models for Temporal Causal Discovery Journal of Computational and Graphical Statistics21(4), 825–839 (2012)

Reference 17

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Large Causal Models for Temporal Causal Discovery Unresolved cited work

Reference 18

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Observation b085a35e-d446-4edf-84fd-b907e0f34af0 · outbound

This paper cites Transactions of Machine Learning Research (2024).

Large Causal Models for Temporal Causal Discovery Transactions of Machine Learning Research (2024)

Reference 19

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Observation 0917c3f9-1b12-49f6-bc0a-04b7a2fe57e7 · outbound

This paper cites Adversarial Causal Tuning for Realistic Time-series Generation.

Large Causal Models for Temporal Causal Discovery Adversarial Causal Tuning for Realistic Time-series Generation

Reference 20

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Large Causal Models for Temporal Causal Discovery Causal Generative Neural Networks

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This paper cites Explainable and Interpretable Models in Computer Vision and Machine Learning pp.

Large Causal Models for Temporal Causal Discovery Explainable and Interpretable Models in Computer Vision and Machine Learning pp

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This paper cites Forecasting5(1), 315–335 (2023).

Large Causal Models for Temporal Causal Discovery Forecasting5(1), 315–335 (2023)

Reference 24

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Large Causal Models for Temporal Causal Discovery Springer Nature (2019)

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Large Causal Models for Temporal Causal Discovery Journal of Machine Learning Research11(5) (2010)

Reference 26

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Large Causal Models for Temporal Causal Discovery Journal of Machine Learn- ing Research23(219), 1–62 (2022)

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Large Causal Models for Temporal Causal Discovery In: International Conference on Learning Representations (2023)

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Large Causal Models for Temporal Causal Discovery In: International Conference on Learning Representations (2021)

Reference 29

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Large Causal Models for Temporal Causal Discovery In: International Symposium on Mathematical Problems in Theoretical Physics: Kyoto University, Kyoto/Japan

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Large Causal Models for Temporal Causal Discovery Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

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Large Causal Models for Temporal Causal Discovery Timer: Generative Pre-trained Transformers Are Large Time Series Models

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Large Causal Models for Temporal Causal Discovery Advances in Neural Information Processing Systems 35, 13104–13118 (2022)

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Large Causal Models for Temporal Causal Discovery In: Conference on Causal Learning and Reasoning

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Large Causal Models for Temporal Causal Discovery Machine Learning and Knowledge Extraction1(1), 19 (2019)

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Large Causal Models for Temporal Causal Discovery In: International Conference on Artificial Intelligence and Statistics

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Large Causal Models for Temporal Causal Discovery Advances in neural information processing sys- tems32(2019)

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Large Causal Models for Temporal Causal Discovery Cambridge University Press, 2nd edn

Reference 40

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source=pdf_text observed=2026-08-04T06:03:33.085324Z digest=sha256:914a41008b687a8a73a7e9352db237574c264484a59ea260260ec96e98477ce8

Observation b2dc4768-f6bb-4dc8-a48e-d72259d2750d · outbound

This paper cites The MIT Press (2017).

Large Causal Models for Temporal Causal Discovery The MIT Press (2017)

Reference 41

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source=pdf_text observed=2026-08-04T06:03:33.234236Z digest=sha256:cf26d4585d238e110c6872ba381616b9982443f7c67dc0d3c1fbd3665a38a62c

Observation 47b1da84-46c9-4764-af95-d23ebc3e901e · outbound

This paper cites OpenAI (2018).

Large Causal Models for Temporal Causal Discovery OpenAI (2018)

Reference 42

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source=pdf_text observed=2026-08-04T06:03:33.386877Z digest=sha256:b32bae5973e1911927c6bd692386ce787dd5ef2f4958010f550c252222300c44

Observation 2defc2d7-159c-4ea4-88c0-1ab268d7b4b4 · outbound

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

Large Causal Models for Temporal Causal Discovery Chaos: An Interdisciplinary Journal of Nonlin- ear Science28(7) (2018)

Reference 43

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source=pdf_text observed=2026-08-04T06:03:33.564240Z digest=sha256:3cef4f2d5c07dad8bb2ef0f5067767a7cfbd65d8e2348077265a0b3a20610d76

Observation 9454a3b9-936b-472b-8b34-9bafe16e46b7 · outbound

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

Large Causal Models for Temporal Causal Discovery Nature communications10(1), 2553 (2019)

Reference 44

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source=pdf_text observed=2026-08-04T06:03:33.727540Z digest=sha256:02b8700030e66e272964788dc5f298f4daf1a2ce822a091fb26e5467eed29b56

Observation 826b1b9f-a9b0-4d2b-a899-c1daa35e6f0a · outbound

This paper cites Nature Reviews Earth & Environment4(7), 487–505 (2023).

Large Causal Models for Temporal Causal Discovery Nature Reviews Earth & Environment4(7), 487–505 (2023)

Reference 45

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source=pdf_text observed=2026-08-04T06:03:33.841305Z digest=sha256:bc5705a895b2c5a09830c3234927d5e0421a0b02a2298fbbf89c6a5cd9115495

Observation d6a35cae-8d7d-4ee2-aa86-afcda5d29762 · outbound

This paper cites Neuroimage54(2), 875–891 (2011).

Large Causal Models for Temporal Causal Discovery Neuroimage54(2), 875–891 (2011)

Reference 46

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source=pdf_text observed=2026-08-04T06:03:33.993746Z digest=sha256:23f2d291d28ebca5ee02b7a49550c653d4b9644fbcbef0c0a8177b0bcd9a4d21

Observation 2e9f61a1-2b04-479e-b9ab-2c8a615eef58 · outbound

This paper cites MIT Press (2001).

Large Causal Models for Temporal Causal Discovery MIT Press (2001)

Reference 47

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source=pdf_text observed=2026-08-04T06:03:34.206503Z digest=sha256:ebcddd4034f7db12620e6fd2169c172baffb7c491b714ca211c1649c0af8923e

Observation 1f1f1847-6c08-4ff8-8f31-71e42b3e6680 · outbound

This paper cites AAAI Workshop (AI4TS) (2024).

Large Causal Models for Temporal Causal Discovery AAAI Workshop (AI4TS) (2024)

Reference 48

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source=pdf_text observed=2026-08-04T06:03:34.387043Z digest=sha256:21d39dbf21baf1e56cbf50f1ec35379655a6986c0f3624e74ef22f3a74a7c2f1

Observation 72066a99-81f2-49b8-bc3b-c9ebb707b0f9 · outbound

This paper cites Advances in Neural Information Processing Systems37, 134287–134316 (2024).

Large Causal Models for Temporal Causal Discovery Advances in Neural Information Processing Systems37, 134287–134316 (2024)

Reference 49

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source=pdf_text observed=2026-08-04T06:03:34.561563Z digest=sha256:8e8db4eaebd7179c2e76c428bdc122bb6c943627dfc4d4ea09d283ac63b768ec

Observation e96b4eee-7615-4301-a781-006f352c7ddc · outbound

This paper cites Advances in Neural Information Pro- cessing Systems30(2017).

Large Causal Models for Temporal Causal Discovery Advances in Neural Information Pro- cessing Systems30(2017)

Reference 50

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source=pdf_text observed=2026-08-04T06:03:34.687420Z digest=sha256:274e0e78ee3577d0572563d1611338acd1af79be4d670fd22667ddfd7f5bfacb

Observation 88c331dd-9347-42a2-bd0d-62e5963e1d96 · outbound

This paper cites PMLR (2024).

Large Causal Models for Temporal Causal Discovery PMLR (2024)

Reference 51

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source=pdf_text observed=2026-08-04T06:03:34.815995Z digest=sha256:4645f64ce141b249d8341a32490f3d8ffdb9d8ea2f5e109c2188a6a680453f53

Observation 3bbd881e-cfe7-41b4-8457-cae039aa925c · outbound

This paper cites Transformers and Their Roles as Time Series Foundation Models.

Large Causal Models for Temporal Causal Discovery Transformers and Their Roles as Time Series Foundation Models

Reference 52

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source=pdf_text observed=2026-08-04T06:03:34.999731Z digest=sha256:9d21c0caad739ed9280cc298d3217dca5a74fecf13dcc87f64237915dcf04e7b

Observation d7f3592d-6732-4164-a3f0-34f715bd8db7 · outbound

This paper cites In: ICLR Workshop on Machine Learning for Genomics Explorations (2024).

Large Causal Models for Temporal Causal Discovery In: ICLR Workshop on Machine Learning for Genomics Explorations (2024)

Reference 53

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source=pdf_text observed=2026-08-04T06:03:35.126026Z digest=sha256:d61221bf57e276476f081ff58c690dab29cd8dab437904de7c9ee95489f7e41b

Observation a8e85dae-38bd-4b5a-a501-bf50b34f203c · outbound

This paper cites Towards Causal Foundation Model: on Duality between Causal Inference and Attention.

Large Causal Models for Temporal Causal Discovery Towards Causal Foundation Model: on Duality between Causal Inference and Attention

Reference 54

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source=pdf_text observed=2026-08-04T06:03:35.274249Z digest=sha256:7ae00609eb346f7bef57ef9cd470b4bfef76636c683f83cb785711b817340ca7

Observation 8c3f7e06-b5a3-4a43-8383-381bd5e55a13 · outbound

This paper cites In: Proceed- ings of AAAI.

Large Causal Models for Temporal Causal Discovery In: Proceed- ings of AAAI

Reference 55

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source=pdf_text observed=2026-08-04T06:03:35.411143Z digest=sha256:a61a8076f3a36988ac49bfc2c86f9f75f113260de323a5c804212f126cc2f57a

Pith citing papers

No inbound Pith citation observations are available.