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Paper Citation Record · LEDGER

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting

As of 8 August 2026, this Paper Citation Record lists 100 of 154 outbound references and 0 inbound Pith citation observations for arXiv:2608.03031.

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

pith.paper-citation-record.v1
2608.03031 v1

Coverage vector

measured 100 of 154 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:19:17.973393Z

measured 100 of 100 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

100 of 154 outbound references displayed

  • verified exact0
  • verified fuzzy6
  • unresolved94
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ad2abfe-377b-4ced-a68f-e746ce7e844f · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

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source=arxiv_source observed=2026-08-08T04:19:17.631417Z digest=sha256:c30d318600a81930d669be381a16f6f553a54ac3cef8d9ac9760d568b656a422

Observation d71d4295-95f8-419f-86a1-f1f850899464 · outbound

This paper cites Classification Problem Solving.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Classification Problem Solving

Reference 2

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source=arxiv_source observed=2026-08-08T04:19:17.635749Z digest=sha256:bb788d50641028a54802dba6aa2209d9a2f6146d21682dfc8ebc8da268e30792

Observation 5f76c7fe-66d8-496d-88f8-589e99dfe4e5 · outbound

This paper cites , title =.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting , title =

Reference 3

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source=arxiv_source observed=2026-08-08T04:19:17.638908Z digest=sha256:ca3a2f9dd1e2bda37dae4b736b8d6fa9bff4ce6f89357f2e981a9752d23a315a

Observation 55f54f36-7406-4c59-b5e1-d17133a65df3 · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

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source=arxiv_source observed=2026-08-08T04:19:17.642205Z digest=sha256:6586497eaa8aa52c5e34fd980ead9c559ea5b97210d1a460e8f0424b6874f642

Observation 0a2012c6-8fd0-4e0c-a3d3-31037229e733 · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Clancey and Glenn Rennels , abstract =

Reference 5

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source=arxiv_source observed=2026-08-08T04:19:17.645481Z digest=sha256:4d30a46f28377421f4501d9048b9bd1041d70fa361357c67006b294c8ccd6f21

Observation 802ce62e-49f5-4d92-b957-332925e07074 · outbound

This paper cites and Rennels, Glenn R.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting and Rennels, Glenn R

Reference 6

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source=arxiv_source observed=2026-08-08T04:19:17.648768Z digest=sha256:aaea9be258ff12ced5f7782a7aed4c56d2b7ff64c4eb3c3f57a745562e4f53a6

Observation 65497969-86cb-40bf-9ea6-b8dedaf2e455 · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Poligon: A System for Parallel Problem Solving

Reference 7

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source=arxiv_source observed=2026-08-08T04:19:17.651947Z digest=sha256:4d665d9b01e726dcdfb6b064af1170897aba993b8ad366fb522aaf75302d87dd

Observation 61a3ef2d-1415-45fc-b0c0-86e1c1b49cbb · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

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source=arxiv_source observed=2026-08-08T04:19:17.654896Z digest=sha256:27ca093a90c74680451f03a64a54d2598dd1bd2d15d0d78495d27731c1ff7d9d

Observation e1996df9-a490-49b1-872e-763f988ae7bb · outbound

This paper cites The Engineering of Qualitative Models.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting The Engineering of Qualitative Models

Reference 9

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source=arxiv_source observed=2026-08-08T04:19:17.658090Z digest=sha256:7a9c8af20b8bc9c0b940e0eccac28dd1901bd412ef1cb82717d9473dd6c67a87

Observation 3bfc2468-c067-4d48-9d7b-20db4487e9a9 · outbound

This paper cites 2023 , eprint=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting 2023 , eprint=

Reference 10

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source=arxiv_source observed=2026-08-08T04:19:17.660977Z digest=sha256:1ce2af486420a405562f28e21a31046e612bd9a2527e917a3ed965059cae0faf

Observation 03f48aaf-64d4-4b96-849a-c9ef0c557184 · outbound

This paper cites Pluto: The 'Other' Red Planet.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Pluto: The 'Other' Red Planet

Reference 11

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source=arxiv_source observed=2026-08-08T04:19:17.663938Z digest=sha256:9d3c2b610c4b588322f0d287d56a268e591323557dc570da050845a4c6f49c32

Observation ef18040a-f6e6-4b90-9467-4272ef8a6f44 · outbound

This paper cites R.; Marcotte, \'E .; Zantedeschi, V.; Subramanian, J.; Riachi, R.; Requeima, J.; Lacoste, A.; Rish, I.; Chapados, N.; et al.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting R.; Marcotte, \'E .; Zantedeschi, V.; Subramanian, J.; Riachi, R.; Requeima, J.; Lacoste, A.; Rish, I.; Chapados, N.; et al

Reference 13

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source=arxiv_source observed=2026-08-08T04:19:17.670837Z digest=sha256:0782f6af6c6f53f307cc0b6504b43259caff254484bdc00e71f103537c66b1e4

Observation fb7cc3c3-295c-43aa-9393-711e166c1bc7 · outbound

This paper cites N.; Hoos, H.; B \"a ck, T.; and Olhofer, M.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting N.; Hoos, H.; B \"a ck, T.; and Olhofer, M

Reference 15

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source=arxiv_source observed=2026-08-08T04:19:17.678326Z digest=sha256:5dc3f46bc6f4552954f52a88021630d62b88ac0d6472e29f11619ac5c2894734

Observation 38147cff-2d84-4ff4-bbba-ea1c644f55d6 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 16

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source=arxiv_source observed=2026-08-08T04:19:17.681405Z digest=sha256:a4840513c050e02b63a519caf7cf4d0cfe9411d66e5c5c65fb02ace64c97a4f9

Observation 5fca3f3f-ff4d-48a7-91d4-d2fb3f711252 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 18

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source=arxiv_source observed=2026-08-08T04:19:17.687517Z digest=sha256:a3f0a72efc3a45d9fae817a8d7783623f83f6fcdd11e5c336b93969487758aeb

Observation c840c32a-8dbd-4f6e-9935-bcd7626320df · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 19

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source=arxiv_source observed=2026-08-08T04:19:17.690462Z digest=sha256:4d85dbb6d7eabd3bfda83482e0f56c4b2753731b30ba9401a5ea3d5dd3af12aa

Observation 7941c00b-1860-4ef0-a043-c837a6116812 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 20

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source=arxiv_source observed=2026-08-08T04:19:17.693519Z digest=sha256:e644ab091cb29748d3c4e3fc499f58f5e821f429f1e9404d2ad83d0a29bf7e00

Observation 886f02ba-9096-4322-8d3a-bbb3376b8675 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 21

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Observation b2669a96-a3e0-42fc-b8c4-7e6dc3801cf6 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-08T04:19:17.698924Z digest=sha256:a38d0cf6727564e3ffd93050b44aecc39c1d1f15dd30d06bdb6ef5831d88bfa7

Observation 921c757a-9aeb-44d8-a64b-e5adadaf91b1 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-08-08T04:19:17.701745Z digest=sha256:d60034445160d214e3abdb21f50d6f5eb29e31399f692d73abd5f1c2aa29884e

Observation 7202c1ee-3bd9-46b6-8ce5-598a118db107 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 24

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source=arxiv_source observed=2026-08-08T04:19:17.704475Z digest=sha256:7071ebda47a82fea8ac01bfa5087aedb1414d42364125684a495b837b90cb523

Observation 8539457e-1c16-44bf-ac6d-e7abddc79905 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 25

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source=arxiv_source observed=2026-08-08T04:19:17.707173Z digest=sha256:b022578e33af56e2a8fcf5a5626802a70db537610ff7d40182d7ac9b42c4ad9a

Observation c54d0784-dbd1-401b-8a83-f02742201c46 · outbound

This paper cites J.; and Khandakar, Y.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting J.; and Khandakar, Y

Reference 26

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source=arxiv_source observed=2026-08-08T04:19:17.709933Z digest=sha256:aa76f6b23f558d8099ac4f69250d82d5664902fc4b05a72e19285e13cf1fc72a

Observation ebc6b927-da8d-42f2-84ce-45078c7703ea · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-08T04:19:17.712737Z digest=sha256:d2e0242a6b15a74a8a7603560f71ea1b9074c3e06bf4ec72539ae4b8a4483474

Observation 723a51dd-53d1-4eac-aa9f-8e1a0fa72249 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

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source=arxiv_source observed=2026-08-08T04:19:17.715413Z digest=sha256:77fb7efad03b90b69ff746284c2544a0c19eceba214dcbc739c1f04c8bc3d7c2

Observation 2598a22f-6e11-4a83-8d10-bd9cee49ee00 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 29

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source=arxiv_source observed=2026-08-08T04:19:17.718426Z digest=sha256:04433a40255c2adafb9678950559cc6e859a900c90940517b195e1300d142bb0

Observation d3f3277c-5f8c-47ea-8348-db1311b82093 · outbound

This paper cites Y.; Shi, X.; Chen, P.-Y.; Liang, Y.; Li, Y.-F.; Pan, S.; et al.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Y.; Shi, X.; Chen, P.-Y.; Liang, Y.; Li, Y.-F.; Pan, S.; et al

Reference 30

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Observation b8f9cd7c-c83d-4bde-b474-7f6746231214 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 31

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source=arxiv_source observed=2026-08-08T04:19:17.724738Z digest=sha256:f9c22b3893007feab32d1faa0f67f287908459fc03d33eda684f5986780e80be

Observation 17b56f44-c079-4d8b-8f99-64a3cc4e9c15 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 32

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source=arxiv_source observed=2026-08-08T04:19:17.727728Z digest=sha256:a582f35d507a47f77ba1e2e0e8a9b67ad46b15fc1f0312ad969e1f1e172e3f7b

Observation 892b9e8f-e398-4864-8e65-1f78619ced44 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 33

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source=arxiv_source observed=2026-08-08T04:19:17.730697Z digest=sha256:1611daa87e7d2bf882db9514f96796255a3d58c26f84ac5b2a6c2f12847c4430

Observation 4755f0df-7e2c-4649-9f99-000312a42a7e · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 34

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source=arxiv_source observed=2026-08-08T04:19:17.733855Z digest=sha256:4da8e44816576e6187131f8644ba53da720cebe6f789e9ea25287b935851f15d

Observation adeb656e-111c-414e-bc73-388befb0a62b · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 35

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source=arxiv_source observed=2026-08-08T04:19:17.736661Z digest=sha256:32547414b07dd6f3f7d632a775ead037d4625822696e17bf2276e60e9982480c

Observation a63bbd9c-0d48-4b52-9b4b-8561063c04da · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 36

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source=arxiv_source observed=2026-08-08T04:19:17.739702Z digest=sha256:36f18734bcc1eeaef1993ea65b636926d5fbb7ee7f9050a0e3560559867c9319

Observation 9892c811-eb69-4b82-b387-a25e44f56837 · outbound

This paper cites P.; Medeiros, M.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting P.; Medeiros, M

Reference 38

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source=arxiv_source observed=2026-08-08T04:19:17.746317Z digest=sha256:46819977e9368501371d66f4ad695c4ee16235fdf3cc34fe535db3e20b6ed3ee

Observation a624b694-63e4-4999-bf02-30a5228ed7ba · outbound

This paper cites Nguyen, N.; Sinthong, P.; and Kalagnanam, J.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Nguyen, N.; Sinthong, P.; and Kalagnanam, J

Reference 39

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source=arxiv_source observed=2026-08-08T04:19:17.749135Z digest=sha256:21888d989c7ecba1d0d26302c1e9e2dee7071aa926f8deaf1fcf950c06bc81f2

Observation c6acb121-803e-4608-b897-466ca3a905a8 · outbound

This paper cites H.; Dayama, P.; Sindhgatta, R.; Mohapatra, P.; et al.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting H.; Dayama, P.; Sindhgatta, R.; Mohapatra, P.; et al

Reference 40

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source=arxiv_source observed=2026-08-08T04:19:17.752245Z digest=sha256:e44bb0b9bc7f7853cac538a953a9ad8d4bf0fcea0fdda832dc4303593381815d

Observation 4e85f790-8f28-4111-8563-e681ff167fea · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 41

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source=arxiv_source observed=2026-08-08T04:19:17.755182Z digest=sha256:232ca681fce63a41bf891cd2b98f5d8dadf9c78a92965056ae517f0d167b198c

Observation d7ffd73d-0bae-4ef5-951a-770796e35cf9 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

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Observation 9e043ab3-53aa-451d-a02b-fed6fee85442 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 44

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source=arxiv_source observed=2026-08-08T04:19:17.764701Z digest=sha256:8732302bf02f90fa9cf80d830cb0831c0e860450546091379d64594f773e71db

Observation a700501b-e34d-4739-90ec-8ed3e4fb05ba · outbound

This paper cites J.; and Letham, B.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting J.; and Letham, B

Reference 47

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source=arxiv_source observed=2026-08-08T04:19:17.774338Z digest=sha256:7a9f1600776f952c3923ee600fd89a160ba17df86a20d408c1988da8e364160c

Observation 78e74c39-a328-4698-a07f-51f8a100afc2 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 48

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source=arxiv_source observed=2026-08-08T04:19:17.777289Z digest=sha256:7a7e2fd8ada4cd32158b4d6faf1909a36ac723ffcd798d04aa37ded46c8ea11c

Observation d2f92526-4516-42b9-877d-14254b9a788b · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 49

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source=arxiv_source observed=2026-08-08T04:19:17.779990Z digest=sha256:bf503c61d441b2a1498f7e94cd477a1fa4073798d682cdb54b4d6ff746b7b023

Observation 086015b9-b315-4261-928d-46ec966836b7 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 50

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source=arxiv_source observed=2026-08-08T04:19:17.782664Z digest=sha256:d3104e52e7116fe8dc8c78814299cc498a78d17fcea4d6d0cd50a8ccf4f9fabc

Observation 15c80551-e45a-424b-a704-a4161ac2d6c7 · outbound

This paper cites V.; Zhou, D.; et al.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting V.; Zhou, D.; et al

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source=arxiv_source observed=2026-08-08T04:19:17.785854Z digest=sha256:735015f22ea156df7371a06cab9f889533a47b9ae1dcd454cdaf1877e05763cb

Observation 3817c9a2-bb89-4c47-954a-5190d87df02d · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 52

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source=arxiv_source observed=2026-08-08T04:19:17.788844Z digest=sha256:0b0a522eb69e5b74684f8b96141955b900fcf4437dad9be3ed34ebb56dee85db

Observation d1eae8e6-c3fd-4c1f-adb9-2f0fbde22408 · outbound

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CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 53

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source=arxiv_source observed=2026-08-08T04:19:17.791726Z digest=sha256:f65fe4b5ad7dd4c9215159968837902416c7b8f34b06163d83e334db8f2192f1

Observation 30fbc1d9-f18c-406c-ac91-4e2ffe45c626 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-08-08T04:19:17.794414Z digest=sha256:7a557f142a145e13a895a9e9e999bb98ea881f05c36779174211a0220facf4d3

Observation 85e4dfa6-134b-4247-8dcd-7b0f2898a453 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 57

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source=arxiv_source observed=2026-08-08T04:19:17.803356Z digest=sha256:68b2b4e8b6bee0314d4c6e1d314e46017ecfabe00cd5aa06c7d18e2ca99f144e

Observation 5a7cbded-7c55-41fe-87c8-936cd4f9f977 · outbound

This paper cites R.; and Cao, Y.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting R.; and Cao, Y

Reference 58

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source=arxiv_source observed=2026-08-08T04:19:17.807691Z digest=sha256:1307c4e9c218db3ee97a63f3989e1e4e801cd89a2d81156422a8dbc109946c5d

Observation dac9d80b-3b2e-4ba3-9bf2-0e9df795975a · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 59

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source=arxiv_source observed=2026-08-08T04:19:17.811031Z digest=sha256:5fc8aabb01b6192c156cd46582a022b01234a15b60e2798557c4eb4db2c8fbc3

Observation b0220784-eb48-4a45-be5f-c4a5cc38a4ce · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-08T04:19:17.813776Z digest=sha256:dd922d39abe1225bfc143d4faaaf02b5ae83690b2e87d92c487d619e597bcd7c

Observation 5c757f84-bf29-43f1-b3ee-31887c20a1d2 · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 63

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source=arxiv_source observed=2026-08-08T04:19:17.823556Z digest=sha256:8b7aafb51878c38e9edd1273f513b7d8942c4208cbdec806328c2d6b4bf79bd6

Observation 7a2ad36f-24ad-4022-9ebd-669e2044ce4e · outbound

This paper cites an unresolved cited work.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Unresolved cited work

Reference 64

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source=arxiv_source observed=2026-08-08T04:19:17.826559Z digest=sha256:2d4351c26727f3e5bb7fcc167efbb64f709800b1e912a62613b5ed5a13c80d9d

Observation 4c648f3c-25fd-499a-94cf-2f052634f100 · outbound

This paper cites Authorea Preprints , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Authorea Preprints , year=

Reference 65

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source=arxiv_source observed=2026-08-08T04:19:17.829707Z digest=sha256:2198cf250380a732a035835828a1bf07cc32969e6f7e9f37206e7b1acfba1a19

Observation c10774f9-ee4b-41aa-961f-0e752c45546a · outbound

This paper cites TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Reference 66

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source=arxiv_source observed=2026-08-08T04:19:17.833616Z digest=sha256:ce5f573b80990471ea9c3d11d81e06b3369e4492e8b036168c8fe912e0dc1d2a

Observation 6211efdf-097d-45e7-98b5-d5b16fe22530 · outbound

This paper cites ACM Transactions on Information Systems (TOIS) , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting ACM Transactions on Information Systems (TOIS) , volume=

Reference 67

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source=arxiv_source observed=2026-08-08T04:19:17.836806Z digest=sha256:ba11191d4b579b74b64d2540a39905e8e7ed2ae41b6b88697e9cead38ef95464

Observation 0e189580-716b-4139-9700-db15444afa08 · outbound

This paper cites International Conference on Machine Learning , volumn=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting International Conference on Machine Learning , volumn=

Reference 68

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source=arxiv_source observed=2026-08-08T04:19:17.839721Z digest=sha256:1acce76bc18c0a5751ce78b6530f5dadde087e885ba16be8d4bf246987fdb9db

Observation c05fd678-30f4-4961-af5c-5ff0acfefae3 · outbound

This paper cites Journal of statistical software , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Journal of statistical software , volume=

Reference 69

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source=arxiv_source observed=2026-08-08T04:19:17.842855Z digest=sha256:cfad67c5a59a9ea2884a923ac20d9308be3a2402557a657ec94abdf0795bedcc

Observation 9220bee0-d175-484c-b361-77c1eb508485 · outbound

This paper cites Management science , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Management science , volume=

Reference 70

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source=arxiv_source observed=2026-08-08T04:19:17.845964Z digest=sha256:7b2a81a1a2415f55ac002ee21e4cb26567b0cc3b33453ff3cc4016d6cacd4fd9

Observation cab072ab-77ee-4e6f-8979-8e211e8b027b · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-second International Conference on Machine Learning , year=

Reference 71

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source=arxiv_source observed=2026-08-08T04:19:17.849407Z digest=sha256:e9c093346ece7c8f3ec4c744857e2286e72f549a64005fea9dd0c2bb13414661

Observation 24ecd204-80f6-412c-ad3e-6845eb1e8254 · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-second International Conference on Machine Learning , year=

Reference 72

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source=arxiv_source observed=2026-08-08T04:19:17.852552Z digest=sha256:1a3e1ed31762b74055bc1d04a2f8b7b6a7447fa733116cfe44c7159b2ce51335

Observation 9d2c6756-64dd-4411-9837-387383da49a5 · outbound

This paper cites Companion Proceedings of the ACM on Web Conference 2025 , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Companion Proceedings of the ACM on Web Conference 2025 , pages=

Reference 73

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source=arxiv_source observed=2026-08-08T04:19:17.856034Z digest=sha256:c2aa092fc4ab5bf1a3ff3451759f671e37781e2963f5fd6c4fcf3587bd82b428

Observation bcbe1dfc-4039-44a5-8a6c-6a4cb4523ab9 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 74

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source=arxiv_source observed=2026-08-08T04:19:17.858772Z digest=sha256:a20cd1afb60dc5cccae4bf8c360af9d6bc526296d7cedea0f474ec31a646d2b0

Observation bf760b4d-5ffd-459e-be44-301db62adb31 · outbound

This paper cites Forty-Second International Conference on Machine Learning (ICML 2025) , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-Second International Conference on Machine Learning (ICML 2025) , year=

Reference 75

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source=arxiv_source observed=2026-08-08T04:19:17.861428Z digest=sha256:d4055ffc20a9698b487c4f2034656f6fa110295d68616c210d77c1d567774e2a

Observation 03da53b5-a246-44b9-9b6c-929c30a9d0f6 · outbound

This paper cites Soft Computing , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Soft Computing , volume=

Reference 76

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source=arxiv_source observed=2026-08-08T04:19:17.864851Z digest=sha256:a2b14eeb1eca18b736149e4056e86209b6bb4647be562d2d266aa37fad254054

Observation d1b8bec4-897b-4b53-b938-5075ac18e84a · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-second International Conference on Machine Learning , year=

Reference 77

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source=arxiv_source observed=2026-08-08T04:19:17.867619Z digest=sha256:ca1c2fa84c458f7209faf25fdf4d0c82a507f634c02b9c6569de4aaa28bc3dfd

Observation c149e204-2747-498e-9d01-13a595a3d040 · outbound

This paper cites The 41st international ACM SIGIR conference on research & development in information retrieval , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting The 41st international ACM SIGIR conference on research & development in information retrieval , pages=

Reference 78

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source=arxiv_source observed=2026-08-08T04:19:17.870640Z digest=sha256:1e2ccd872ea9cb106718f1da3f6a49cfb1fe82bbd8fca114645d2446dfc12404

Observation 5bf2e689-891e-4d4f-bf3f-361738c9f6e7 · outbound

This paper cites Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining , pages=

Reference 79

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source=arxiv_source observed=2026-08-08T04:19:17.873840Z digest=sha256:9d5680438317be009e27252c6d56e005be3bfc154cf725f9a61f6e9d4b64b11d

Observation b6aebbba-745b-4264-97e1-ef9965d5c511 · outbound

This paper cites A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models

Reference 80

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source=arxiv_source observed=2026-08-08T04:19:17.876785Z digest=sha256:772a9539b194b8419ccf16ebca19999244cc70dc03be743c5e6520001442926e

Observation 1e602cf7-3a4b-43a7-8feb-4e5d85946e3a · outbound

This paper cites Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

Reference 81

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source=arxiv_source observed=2026-08-08T04:19:17.879910Z digest=sha256:93687ad9cc0270c808cc64de5da6ed68f54f8be527338d4c9952b258aec1d688

Observation b07b35c5-9f03-4e4b-afee-88b4d7316743 · outbound

This paper cites International conference on machine learning , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting International conference on machine learning , pages=

Reference 82

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source=arxiv_source observed=2026-08-08T04:19:17.883014Z digest=sha256:d8444d5d3c788504740b8e72ed8d99cc6011e9dce2a30d47c48c5020884a19ea

Observation 58efeb07-0207-4cba-85d2-c87bb0e04474 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting The Thirteenth International Conference on Learning Representations , year=

Reference 83

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source=arxiv_source observed=2026-08-08T04:19:17.886228Z digest=sha256:686e32383e5320fdcc7140545f1aa73496ad05037fec80362afe9439cad2c0fd

Observation 733309a3-31a7-4381-9758-5e7a222707fc · outbound

This paper cites Forty-second International Conference on Machine Learning , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-second International Conference on Machine Learning , year=

Reference 84

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source=arxiv_source observed=2026-08-08T04:19:17.889527Z digest=sha256:52e0fe66f576b0799ccbeba8f252665a3065335adde5ec2141516ed3996cf5da

Observation 70c5a3d5-4fd2-454f-b4da-d740af7f4329 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting The Twelfth International Conference on Learning Representations , year=

Reference 85

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source=arxiv_source observed=2026-08-08T04:19:17.892319Z digest=sha256:ef2c6941b0214a9bc35082fe8f91139bf09aa1f784f40e276df54edc79429d9e

Observation bb7b7f8c-e55f-438f-a11c-44f31f823aee · outbound

This paper cites Large Language models for Time Series Analysis: Techniques, Applications, and Challenges.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Large Language models for Time Series Analysis: Techniques, Applications, and Challenges

Reference 86

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source=arxiv_source observed=2026-08-08T04:19:17.895567Z digest=sha256:019a52436cac1bb7c4d114e40abe5a957de53c5007c09d06aa67d507a7079dbb

Observation 9ce978c7-9c8a-4b5b-8f76-fbf60fe1a53c · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 87

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source=arxiv_source observed=2026-08-08T04:19:17.898660Z digest=sha256:13f03ef5120af131e12cdff8fbbca595e8b67cfb6e079a19cbf8a05fadccab4e

Observation d335b8fa-5ade-4847-bf35-9a6ef32870d0 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 88

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no resolver link, observed 2026-08-08T04:19:17.901368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.901368Z digest=sha256:d84c381a295c76921c024cfedeefbaec9161498b3a6bc42aeba32bcc947a27a6

Observation 858fc360-5b1d-4fd9-a112-0d69330ee7ba · outbound

This paper cites LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting

Reference 89

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.904361Z digest=sha256:9fd1b5d119d559e8b884289778586fb4b6d5f986ecf1ed548d4ac47aa5758ed0

Observation a410d85f-7ce2-491c-abf8-6f283449cf16 · outbound

This paper cites arXiv preprint arXiv:2602.01776 , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting arXiv preprint arXiv:2602.01776 , year=

Reference 90

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no resolver link, observed 2026-08-08T04:19:17.907423Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.907423Z digest=sha256:c3c71d6d6e19d9dd27148110fc3aca67e7b03c03ffe3b44354149fe2a300236f

Observation 751cfd80-6391-40bd-bc4d-722b1266538b · outbound

This paper cites Forty-first International Conference on Machine Learning , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Forty-first International Conference on Machine Learning , year=

Reference 91

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.910115Z digest=sha256:8ba0c3cda59f0e513196c6a6cf168bb360b4ddd6f1e2db2cc2c5a14fc50bb9ee

Observation 900123f5-e639-4563-b3c6-5e5dc404fc50 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 92

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no resolver link, observed 2026-08-08T04:19:17.913498Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.913498Z digest=sha256:9a0ae2f072cf2220e47c34df24735b72b7193ad60ba01b1f82d4c941b57002cb

Observation 601be56e-1e99-4f11-b71c-b6a9e5c7df6d · outbound

This paper cites arXiv preprint arXiv:2601.13653 , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting arXiv preprint arXiv:2601.13653 , year=

Reference 93

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no resolver link, observed 2026-08-08T04:19:17.916506Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.916506Z digest=sha256:58ffd9d62157d9df4a3fc686074b903fadb729e97346dde6565406b0c67ec1f3

Observation 5e1c7eb7-faca-4e7c-910e-76bbdf66275f · outbound

This paper cites Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs

Reference 94

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no resolver link, observed 2026-08-08T04:19:17.919593Z

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source=arxiv_source observed=2026-08-08T04:19:17.919593Z digest=sha256:790a6030134bbf1cabe911f58e63c7469be824c3a215e0c86f2d331a2feb4e3b

Observation 083d3ade-e198-4bd6-8bf4-6d4f8e3a4d8a · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , series=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Proceedings of the 42nd International Conference on Machine Learning , series=

Reference 95

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no resolver link, observed 2026-08-08T04:19:17.922597Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.922597Z digest=sha256:d42fa0f92b4a296e2ca2a0eebfc2c34d0eef49845236062301f71cb495c45730

Observation e6b60b8f-2408-49d3-99bc-12a49a6c934e · outbound

This paper cites arXiv preprint arXiv:2601.10029 , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting arXiv preprint arXiv:2601.10029 , year=

Reference 96

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no resolver link, observed 2026-08-08T04:19:17.925376Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.925376Z digest=sha256:9f120f21464130b15fd86ce51ba2c8cdff23a9fa92b9c3f65f8b77cad77273a8

Observation 30716c56-5bca-43ef-b26f-f05356643967 · outbound

This paper cites RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Reference 97

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source=arxiv_source observed=2026-08-08T04:19:17.928862Z digest=sha256:41068c1d1959c3e774d23c2f26f98ae9518f738b509bf08f046fe3a233d484e4

Observation 373f3a36-c0b4-4cab-b8df-c3d94d9181f7 · outbound

This paper cites Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining , pages=

Reference 98

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:19.007727Z

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=arxiv_source observed=2026-08-08T04:19:17.932054Z digest=sha256:0c5d6067a9915776849c5da77a4bd20df96dc086205aabc03dd9c6b54860379f

Observation 1b15a187-44c7-49d8-9338-406fa97580a3 · outbound

This paper cites Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning

Reference 99

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source=arxiv_source observed=2026-08-08T04:19:17.935263Z digest=sha256:dc128ecef1a142871f72b4f95e0521609cc46a3cfbbd4da3fd34de5058082909

Observation 769c94ff-0f74-4472-a71b-f08043076598 · outbound

This paper cites arXiv preprint arXiv:2510.01538 , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting arXiv preprint arXiv:2510.01538 , year=

Reference 100

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no resolver link, observed 2026-08-08T04:19:17.938550Z

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source=arxiv_source observed=2026-08-08T04:19:17.938550Z digest=sha256:5a7902f98b5fdbe2c8099e25a57cfdf68cd744ab9a10199dd730a0ba982935f2

Observation 878c897c-b5b0-4556-8891-9c71fa156e45 · outbound

This paper cites 2015 , edition=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting 2015 , edition=

Reference 101

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:18.998903Z

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=arxiv_source observed=2026-08-08T04:19:17.941998Z digest=sha256:d09a30f76600d137abb75f696439bb07264f642bd3ad7802c063b691ca2f9b69

Observation d9351f32-fe6a-43d3-8d1e-c38891647cc1 · outbound

This paper cites Journal of economic surveys , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Journal of economic surveys , volume=

Reference 102

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:18.989586Z

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=arxiv_source observed=2026-08-08T04:19:17.944769Z digest=sha256:570eee616e1dc64c92de2fe88f6de024568d076be09549940775614309ec86b4

Observation 48db9912-c086-4a44-97f6-031ec0c3ee46 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting IEEE Transactions on Knowledge and Data Engineering , volume=

Reference 103

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:18.981146Z

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=arxiv_source observed=2026-08-08T04:19:17.948415Z digest=sha256:819e27c939279a7e446aa0918a62b9becbda55fe92fd3809b2918eb0392553fb

Observation f5bee4d3-cd7d-417d-a50d-835ba8582790 · outbound

This paper cites Feuerriegel, S., Hartmann, J., Janiesch, C., and Zschech, P , pages=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Feuerriegel, S., Hartmann, J., Janiesch, C., and Zschech, P , pages=

Reference 104

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:18.971875Z

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=arxiv_source observed=2026-08-08T04:19:17.951446Z digest=sha256:bdaf4f3c95952dd9e96a9c3edf55a1ec91a9d6732dd0242172370de05dbd6f47

Observation f2d33acc-c4ff-47e7-a99f-53686d42fc97 · outbound

This paper cites Chronos: Learning the Language of Time Series.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Chronos: Learning the Language of Time Series

Reference 105

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unresolved
no resolver link, observed 2026-08-08T04:19:17.954216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.954216Z digest=sha256:4767c92571fbb540472885023cef2d302dd021ab4e4f4b2424d9a7ef05f9e9b8

Observation 213a4573-9a8c-484c-a30a-f6afc72cbe1e · outbound

This paper cites Advances in neural information processing systems , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Advances in neural information processing systems , volume=

Reference 106

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no resolver link, observed 2026-08-08T04:19:17.957597Z

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source=arxiv_source observed=2026-08-08T04:19:17.957597Z digest=sha256:cf34442fdf46df6312fd7f24a552761b3f7e25917798b126719d4fbaaa51307c

Observation ee077df0-18fa-4a83-8432-4a07133bcd68 · outbound

This paper cites From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization

Reference 107

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unresolved
no resolver link, observed 2026-08-08T04:19:17.960357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.960357Z digest=sha256:54b364d8345ff7953879db1aab2c05fb3b5e5796da5e18f3ee5b042b8a8ed90c

Observation acaa1971-679e-40e5-9ed1-4988f09d0de8 · outbound

This paper cites AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting

Reference 108

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unresolved
no resolver link, observed 2026-08-08T04:19:17.963609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.963609Z digest=sha256:a3695534682bce34dc64fc88bbb2dfd7ee02fb1dfdbbc44f4426adf32022aa8a

Observation 60d82935-2d70-469f-9110-be6e9a9cdbe3 · outbound

This paper cites NeurIPS Workshop on Time Series in the Age of Large Models , year=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting NeurIPS Workshop on Time Series in the Age of Large Models , year=

Reference 109

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verified fuzzy
raw_fallback, observed 2026-08-08T04:19:18.957275Z

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=arxiv_source observed=2026-08-08T04:19:17.966390Z digest=sha256:5ee545d057ea7e0d6e4b56eb024363e0567a9b29530eba482f29a25d98bca808

Observation e6c4a71e-353a-4926-897b-c92cb3113ca1 · outbound

This paper cites Advances in neural information processing systems , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Advances in neural information processing systems , volume=

Reference 110

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no resolver link, observed 2026-08-08T04:19:17.969719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.969719Z digest=sha256:482ae5c9cf19a8f9700e4c34d3b808d59eb982d948d70c88ff16e1f1405e5a83

Observation 25f6ec56-0ff3-48cc-89b4-5f7dea1d4c9d · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

CastFSR: A Fast--Slow--Reflect Agentic Reasoning Framework for Context-Aware Time Series Forecasting Advances in Neural Information Processing Systems , volume=

Reference 111

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no resolver link, observed 2026-08-08T04:19:17.973393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T04:19:17.973393Z digest=sha256:e68a3f421f5ea23b4a52bebdef65e55770ae0bafa13a24d6302d94acc9da9863

Pith citing papers

No inbound Pith citation observations are available.