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Paper Citation Record · LEDGER

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting

As of 8 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2506.08939.

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

pith.paper-citation-record.v1
2506.08939 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:02:42.960365Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 36b8cc13-557b-4806-8c10-1233e0755796 · outbound

This paper cites In: NeurIPS (2021).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: NeurIPS (2021)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.478797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 56384b99-b1cf-41fd-a751-bda22e7d54e5 · outbound

This paper cites In: ICASSP (2024).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: ICASSP (2024)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.468550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.098540Z digest=sha256:a142fe333a52258c3a332feba797a2291866e4779bf0842b63c393e5eb6418a9

Observation 2d29720a-d757-4dd5-8e08-124bd195c827 · outbound

This paper cites In: WASA.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: WASA

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.458017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.196606Z digest=sha256:fcb779beefb797756b2f1ca9e8add55e8053f11195cc88c31ca78e15fb951644

Observation 6395b882-ffd5-487a-90d9-45d91c86e87a · outbound

This paper cites ICLR (2023).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting ICLR (2023)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.448793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.286771Z digest=sha256:e2324bd3e11fe4e830ca5b18be092a43d70947f993ebd614013be3c52ceee1f8

Observation 46e2544d-1360-4910-aae0-ed05c0075877 · outbound

This paper cites In: ICLR (2024).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: ICLR (2024)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.439907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.351514Z digest=sha256:83e854643a2a7b5969d018de62c7ae6b286c3b9e9f5000c1a3e23be51f3cd71e

Observation 1ceb6566-35d9-4e34-b005-803caa90002c · outbound

This paper cites In: NeurIPS (2022).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: NeurIPS (2022)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.430982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.436529Z digest=sha256:1c91334ed236c16ccaee0d12848b51a35135b618ae2893c493479954b8d7b11a

Observation 6e31d222-cce5-4620-8fc8-c56ebd752f45 · outbound

This paper cites In: CoLM (2024).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: CoLM (2024)

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:41.553807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:02:41.553807Z digest=sha256:65d46e8797e4b6e647057359ca6b6b3102b2a472a3ec54f6655b903cc5aede80

Observation c07f22d5-ab8e-4475-83cd-47cd9f211e4f · outbound

This paper cites Is Mamba Effective for Time Series Forecasting?.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting Is Mamba Effective for Time Series Forecasting?

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:41.642908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:02:41.642908Z digest=sha256:be2cdb73d679d05a782cc292c65afabbe05bf9310c27f7fad60655c7509e4208

Observation 1dd5e9bf-d01e-48ae-b49b-dddbe0807af7 · outbound

This paper cites Journal of Official Statistics6(1), 3–73 (1990).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting Journal of Official Statistics6(1), 3–73 (1990)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.414513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.729267Z digest=sha256:c4ce6e1233780919c5d40a2501cececcc5a2032c7fb38e25e5b97489991bf891

Observation 8d9a4c3b-3666-4c0a-89eb-a546410d7e24 · outbound

This paper cites Mathematics of Computation19(90), 297–301 (1965).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting Mathematics of Computation19(90), 297–301 (1965)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.405139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.813519Z digest=sha256:24b6703c8d22d02551b94f2c3ae02c691b9a097ae2c5f3dd39af81b42becc864

Observation 25362518-46c7-47f4-a60b-e65719c411a2 · outbound

This paper cites ICML (2022).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting ICML (2022)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.395867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:41.930757Z digest=sha256:c556a3d2595b5688a88985388ab4051d095eef4367591d4c7bb6a42dbdcce9cc

Observation 742997b0-8f55-4b7c-a22e-3b6cecc1e84a · outbound

This paper cites International Journal of Forecasting (2020).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting International Journal of Forecasting (2020)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.386041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.009092Z digest=sha256:d71a53f7c8cbbc3631d92b51bc99a0fa55b8917e3609d0db66374dfa5e94713c

Observation a91c6c78-44c1-4cb1-9141-54c882a67006 · outbound

This paper cites ICLR (2023).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting ICLR (2023)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.376954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.101824Z digest=sha256:f3b2dfe41d7bf8284a39e562561066f95db2e791de90b2c9381aeea42752883f

Observation ee429bd3-68ff-4e0c-8671-a04fab7fe747 · outbound

This paper cites an unresolved cited work.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:02:44.368038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.188291Z digest=sha256:258b1d4d982eff2aeee2d9348f39502643c793c47cda32f4d38cad5e27f8ce34

Observation 6da36d81-9636-4396-9528-3d6e818954e4 · outbound

This paper cites NeurIPS (2017).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting NeurIPS (2017)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:42.300032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:02:42.300032Z digest=sha256:afa09db853924e3ba8ca64f4c667fd5163e247ff6d0f403185288d3ea9e8675e

Observation 004f1eb8-bd9e-44f8-ada8-3d4354df7c0a · outbound

This paper cites ICLR (2021).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting ICLR (2021)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:44.246707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.419705Z digest=sha256:426d454b0c22ea25aa877da68a12683cfb328ed2a38e81fa259bee2912f04f6b

Observation 3d7f2266-a490-4535-8185-eadbcad71fd4 · outbound

This paper cites In: ICLR (2020).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: ICLR (2020)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:43.983917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.517007Z digest=sha256:6c5b5991771d6ab54d8abae8fcdbd8337fec97aedc5acef05cc24d60b040e17d

Observation f53727ac-2b27-4641-815f-0ab086b5e9f6 · outbound

This paper cites an unresolved cited work.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:02:43.694893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.602748Z digest=sha256:a3c8dde31dfffb784aaefef8bee0e158143c1fb0292ec02b4e1eb62a34b6a9e0

Observation 3c66027c-5bf5-4b57-9c28-7deabb07c3d9 · outbound

This paper cites FreDF: Learning to Forecast in the Frequency Domain.

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting FreDF: Learning to Forecast in the Frequency Domain

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:02:42.677549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:02:42.677549Z digest=sha256:c436b41ea8acea8a6f9b262fdb2635337374443e6df9191db40ead672163b897

Observation 746a6796-6fe2-4486-8ff7-8a16f3d791ea · outbound

This paper cites IEEE Transactions on Information Theory36(5), 961–1005 (1990).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting IEEE Transactions on Information Theory36(5), 961–1005 (1990)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:43.458338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.751745Z digest=sha256:1bf85c2903bf13747481efe0624a9795658aff5143fe3f864fab10c8da4bd92e

Observation d1b43fe5-2e0d-4064-b15a-ac89adc2daa0 · outbound

This paper cites In: AAAI (2021).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting In: AAAI (2021)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:43.319613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.848406Z digest=sha256:27c123ee47d9aed623db28ec8e45f3a0bb7b5d02cfb3cc3e67e9002e84b373bf

Observation 04b80097-c896-4ad3-a2a2-144c63c51673 · outbound

This paper cites SIGIR (2018).

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting SIGIR (2018)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:02:43.164579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:02:42.960365Z digest=sha256:ba7551f7d0cf01e429fd64629a1988a5438409f0ff3be14d2289873fedfa1585

Pith citing papers

No inbound Pith citation observations are available.