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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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=sha256:39486ddd59f4475bbe5e553e95ccd72dcba5e7ed64a439d00c2714ecb751d9ad

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:fee1004594f2d564f2a94c0e010a38adf7dfd4ea550a5cb35d4ad3e5332bfc83

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=sha256:521a209a690e4b414868bacb538148c0333409f0ae73c007f2442a7e6fb38162

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=sha256:524265615d33542c57f332e1834af097698b2d397f47e599308f84aa43150084

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:d3e8c2b19bfc222ab1e175fefaf20f8c8b88379e097d524696d06beebf30ae56

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=sha256:144e247fb0f524bdb607a7b8a153363e657f21b442cd51cc5bd46d3566cbadee

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=sha256:049d31d15c0f8f6c730a29f201144f7fcbf33449f49c56d1ad381ded008a1172

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:e34b9afa88813c9d231c15d5cf45c1f9d9d4c801aeccbdf2122ffc9e646ffcd2

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:c0c084dae24f6c286fc1b34aba6a4bb5df1ad11a76aa49b59dd4eefeae90a589

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:e665d807ee777963712fb0322648a1451d858562950dfcaca20d0f25953ed7ce

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=sha256:32af09999504d267f31f00d1f64c4fa9483c57a786ef954c9e696da25e090ee2

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:dccdb782738270abb6bb2ebe77cec28f3a977f2917edb680d7a7709edffbef31

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:bfbe02e0185ac0abada033e4552e50e8eff14a048e69494df8ccbce58a638285

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:c75aa158a4e6d1f9095d198e71ccfe50df674f63ea7bb6ab3fc325c559dc204f

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=sha256:24f16a29d54ef9d4823b6762141b42bb47ff58a59be9793ebe1ac1126630784d

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:f4fc3cd22ab948154dd769545e20e621fa2044b3a9ae1ed6727b079540dd1453

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=sha256:7f6415a0172acca98602861f2e5d7aeb6105980d12f1a4b0d8967e8e5cb4aac9

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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source=arxiv_source observed=2026-08-08T04:19:17.696246Z digest=sha256:3351cd334ea095d2ccafaaa422514d4373aaaeb4a474b6b00180836ff2083882

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=sha256:70d91370a1d2c912e58e71e2f8e889514d03578a4c5a460f322dd259868221e8

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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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:dd29c67ead32257e2a8806439df2b7b3d861460555affc194b37df262fe5baa1

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

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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=sha256:692b26dfcef7ba30d679822b72ae33721392d3af535db08633dd4e68000517aa

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=sha256:6b8d53010a4c0c62a99e520927c790a849da6cfb363bda2ce257e9ed0ef54127

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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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=sha256:46785cca35b8a1cbf044b062a6d09bacf215de302439013fdd56d0d4eddff06a

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

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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=sha256:5b51b1e4b4fc192eb4807cf5455c7740b0f6dab70ebf8922cecb211f192da160

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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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=sha256:499047eb1ff39653650610074d2c69ee6ea41d0fa82d85620dc289d3f78351c3

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:cce2509862a16bb5db66b53af673cfa7742bf91ced2b7d47babf4ecfc3f2322d

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:e78b718ca044631db80151e533f916089025af734e015e12e0d379cff76cbf96

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:ff6d6e61cc7d4b33efba8feb979dbcf9c811a16c73ee517f58103152f910dc9e

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:dbe3543aac31b1f9a8e25e1e5fdcc2c788f0342ceb5d451551a696f758784066

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:bdde7f87592e07c60ae150f3c1bb43e4ecc4b2dfe0213c77c0a4ca6644a2b9e0

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:e5c080c0315289d3da10155d0b7ed73caf8d40074dc77171f5bb7ade3c5b3c61

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=sha256:5596fc702b8077511c5e59304877d903ce85f239faf0a49f050192e6cf0e26ab

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

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

Reference 42

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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=sha256:628bf67d45b91d82d5fc73db8df1fbe9069ec27152a9fea38e117b90706d66b3

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=sha256:4aa14bea5edd3075ec8fba0a064ef41348c9922efad53e59891a0eb26e784624

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

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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=sha256:814a19a7ba273b6231b74367ec689e2b1a9289d002a8306e38a1b5e47c725a08

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

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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=sha256:8364e5125a7c2986eb02bc58211efe7f3181e9f79bd5264dd9f264a0b5bcd5ca

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=sha256:57292053d922b78410de375df798249f37ae2508f2e8c88abe42eed68342d35d

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

Reference 51

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source=arxiv_source observed=2026-08-08T04:19:17.785854Z digest=sha256:00a5b2891eeb401067225af8d482e36f838bfc82e8ade7719269d32ee74a079d

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

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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=sha256:68810c68083d518ce5d767f08bf814b343fff81a25c8e62fe947e280f728b529

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=sha256:94494f193c506eaafd2a9273ad91b1ba98a75d352b9b0a0ee443ca49c5b5e782

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

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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=sha256:6eb8b0edbe12efeef3c437601f88db30e75a8d74b33ddf4398b7328d3d7d966f

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

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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=sha256:580b23342dbdc724af96af6870029d56023bf6cf18c0d7e3511553bee8bc9b9a

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=sha256:50a6290d684dfe5b21e488c283177c953a12544c7680f293593b731ce5f6c630

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=sha256:847748c37e80eec6a72063eacae096a96f3faf11a501788b6fdb28f809ce53ac

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

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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=sha256:3a82a6acb0170a33d6580682a50fc2ae2185306297b725280871dcb66668910e

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

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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=sha256:95e0062e26fbab2923cd423f65c59681e4771967a6ecff387c3df601a26306b1

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=sha256:71441ffed4fee0345c76566ccbef938d684bd7dd6ad3678c07bba7d5d10fa8d5

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=sha256:87464f93dbf0139dae58dd14c09010f901a3f37f65dbde24f417709969015ed2

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=sha256:2c9cda76777a7db5a7da6fe644a9cf08f67524f8bc3d744074d8d99d5ae16f5a

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:c5368ca00a2ca9966eea7e3d82069f09009e714188389544d5dfcfb0ed4d0cc3

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:b1d8dc29066ba40a4ad8be72b41a3caae208bbe4d8d61787e2da77ee91639aea

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=sha256:9c57667c2c358ff8292363a7273f6e7b00965c40f08ab8de8797027681e56ee8

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:a911e22d751dde75ee6d34a87aa74e941e66212e0bd842a24afe93b48412bf7b

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:ecbe9548ff2b9c813d1377e4e78c476d08741900bc41d4adee02cc83f4063e9e

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=sha256:6717b8158d1f391c8afb1260d1f8df8d883ded1fa9d516f56be2799fdff0a395

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=sha256:0f2824cf7d15c70878645358db5c23c4976dc816a8d9089094de81608043302b

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=sha256:66350babf2ec8c4f5fd0330ff6ab353047aa6840dbc97b7967d72aedaaa3b40c

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:c45a3246068bbbf8649e71589d406a84308f679d2d86f7944710a175cfdf4aab

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=sha256:4692dd6b28e44e4c87b7aaeb0da4e2c281ac74109df5e68ddb0498eb186ab8cf

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:e3d26fb5c18557763e072e81bd55886f3cbc2a2f7f794b031c6e75982bce7232

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=sha256:5c7007dc393e54ca01e7e8d19f990b1cceafc6c3adbe306f47942a6ef5730b06

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:f9d2dba6ce49ade41c9a4dcda1862490c558e4773f39dd47e2f759b0e5718fb0

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=sha256:6662653b524826d9ba60c6a133f9fc65ca4bc0d092e99f1cd97c296780fa099c

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=sha256:68732e9faf0133348a23316fe0b57d37d119e3aa21535f44a01277314a4577cf

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=sha256:37022a29df09d03e821afcdd649695b7e86698e1971196d641106b1fdeff497a

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:d7d6743916acfd844b61ea367c01956abde5339116c1cca358f33f7020796a20

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=sha256:01120e90526c98fba16643e2b492be5142c19d6d5dfe1ab15d20be738e54e7dd

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=sha256:186a92366ce1cd5a74efb2908f9696a2c27ea30b5315ba2f93e9d71f1cfa717a

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=sha256:91e427ce06658463e31a6fdb655823862c2160265c0738b460cb746c887abc21

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=sha256:1124108024a7d4a574efd7c8ba3f83d28b3007e3da7b3cea41a608a9a1200e5d

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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source=arxiv_source observed=2026-08-08T04:19:17.901368Z digest=sha256:fd545737817796c141c0872942070dfdd4cda331df3bff3bbe7fbc9fc82a2039

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

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source=arxiv_source observed=2026-08-08T04:19:17.904361Z digest=sha256:11f662f2677c54727cb73ad4ded60589e55fd1d2d95d9e1faa1b6e7a46fd0209

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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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.907423Z digest=sha256:63abf9d66e003dca34b331a0d694df32c16826f9c65dc11eafb56aed043ff415

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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no resolver link, observed 2026-08-08T04:19:17.910115Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.910115Z digest=sha256:5ce9bc5072ab0e063a697a06fbb031344decbf78bd6845bde7cdc383235d948a

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=sha256:85cb8398befd45564c7886b9c04e63d2eec410b0781ffb52060c250c234a4b4f

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=sha256:7eb0a73017abff3bb46dbfbb096348bbb118c323d4b5b37068c47260f76b1c1e

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:e838fafa3dda218ac1fe1961e775effc4cae71d9f92196e7592cfb68d4945c9b

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:fa2d4da8a7616af80a69ae454d44d06773a9247d2edcf7e9f3c144ed03056cd7

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:d6eea6bda76258b2d1ee72e1ce5a6101547d1de5c7967ae4c7c26bff79ad546e

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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no resolver link, observed 2026-08-08T04:19:17.928862Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.928862Z digest=sha256:7a09b48079ad885187cb3fb87d8c69d2862541a142558226195c7026a9b46525

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.932054Z digest=sha256:661b490846a667df095ce06556a862aeb872593a2e37467f293087632915ff6e

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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no resolver link, observed 2026-08-08T04:19:17.935263Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.935263Z digest=sha256:ddd047524d4c1695a6fe6bb0f2c7884f388a6307e2bd8040fead4fc82079ce2f

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.938550Z digest=sha256:77f84a4257942aeb9641ea76f87103c165b8ff445ef2bafed5d70b0262671930

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.941998Z digest=sha256:11c86ebce6c8783a5c916e03a844f33b75de0a9b7305be63d8cae8fc84ce6540

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.944769Z digest=sha256:016c7ffc4f66ce321558ce94fb64660cdca8714ce74a0315d8be196c607dec18

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.948415Z digest=sha256:1f960c98421037c96ffd58dbd6ddae26fb944125d77c387223bc249cac55f589

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.951446Z digest=sha256:573a4b61bb375068f8b223d2e07dd72c963e6b28db0ac2fb885bf7db1b3eacc1

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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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=sha256:088f49da00a15144e8fa1a38f2a3baa0df2d69f19bab8e00d7c356f4e1bac3f3

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-08T04:19:17.957597Z digest=sha256:f10d8af33083fe0a9694e461b04f5a0cdcf59fe07f18d4b94c940f39eece47e6

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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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=sha256:788efbb36f48929083a0b685e4cf7f43035233dd70a2e1f4677d1988f5ea91dc

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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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=sha256:903552f308a6d8db815a55c724e33e18ccbb8295e563057a46b926ad8963dc50

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-08T04:19:17.966390Z digest=sha256:85530ecee9a1f34b2aefb74acdef6d25f36a526b4e88d78926f2aecc73e9b7fd

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=sha256:64bb577ad234182abff2c2e62146a94eb71491731171ac0ea12dc0fe376a569d

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:e18d2d11e783715b3a3cc611042651464e4eadf0cece4486694adb7e16b20860

Pith citing papers

No inbound Pith citation observations are available.