Paper Citation Record · LEDGER

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting

As of 18 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2608.07363.

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

pith.paper-citation-record.v1
2608.07363 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T05:34:01.780116Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

21 of 21 outbound references displayed

verified exact1
verified fuzzy10
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1168c8b3-87d7-495a-b182-6f6ffcb80c35 · outbound

This paper cites Dfc-lstm: A novel lstm architecture integrating dynamic fractal gating and chaotic activation for value-at-risk forecasting,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Dfc-lstm: A novel lstm architecture integrating dynamic fractal gating and chaotic activation for value-at-risk forecasting,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.380830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bdd2ee50-1886-4dd0-a44b-8687041ad40c · outbound

This paper cites Quantformer: from attention to profit with a quantitative transformer trading strategy,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Quantformer: from attention to profit with a quantitative transformer trading strategy,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.696664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75c8a7cd-2c26-48b2-a8d8-687d80f3849a · outbound

This paper cites Cotn: A chaotic oscillatory transformer network for complex volatile systems under extreme conditions,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Cotn: A chaotic oscillatory transformer network for complex volatile systems under extreme conditions,

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-08-10T05:34:02.015732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2dfddc07-5499-4698-b497-e13c8ed2a1ee · outbound

This paper cites A transient-chaotic autoassociative network (tcan) based on lee oscillators,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting A transient-chaotic autoassociative network (tcan) based on lee oscillators,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.367070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7576a41c-1285-4aaa-bd4a-74f18b6c342f · outbound

This paper cites Chaotic type-2 transient-fuzzy deep neuro-oscillatory network (ct2tfdnn) for worldwide financial prediction,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Chaotic type-2 transient-fuzzy deep neuro-oscillatory network (ct2tfdnn) for worldwide financial prediction,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.353947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ac8c1d93-f8ac-46a6-bb81-8009dc649db0 · outbound

This paper cites an unresolved cited work.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T05:34:02.340912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1182a2b4-727d-43b3-9137-67db4f9aeedd · outbound

This paper cites Logtrans: Providing efficient local-global fusion with transformer and cnn parallel network for biomedical image segmentation,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Logtrans: Providing efficient local-global fusion with transformer and cnn parallel network for biomedical image segmentation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.327684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 80943c06-9102-4ba8-8268-f0bb0744b795 · outbound

This paper cites Transformer in transformer,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Transformer in transformer,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.725757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbdd228f-ea1e-405b-a5e0-84a8605767ad · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Informer: Beyond efficient transformer for long sequence time-series forecasting,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.730056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de70ce45-794b-4737-8934-d5405df73419 · outbound

This paper cites Attention is all you need,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Attention is all you need,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.734370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dfc5f3e-fa55-4af6-b6fe-5f627ac1d4a1 · outbound

This paper cites Lstm: A search space odyssey,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Lstm: A search space odyssey,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.738744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4beac64f-88b7-403e-8890-94165438c535 · outbound

This paper cites Are transformers effective for time series forecasting?.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Are transformers effective for time series forecasting?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.742531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978d4109-9c3c-47e3-9b4b-019c8f5a6036 · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.746126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c17a283-30bd-461e-967c-f7144762028b · outbound

This paper cites Transformers in Time Series: A Survey.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Transformers in Time Series: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.750471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890e5c21-ce99-4338-8869-5a4bdd575e15 · outbound

This paper cites Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T05:34:01.754557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d4918d5-6e16-448e-ae73-199d3fea8c69 · outbound

This paper cites Transformers and attention-based networks in quantitative trading: a comprehensive survey,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Transformers and attention-based networks in quantitative trading: a comprehensive survey,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.268588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60400c2a-8225-46e5-bc3f-faee85d1e2c7 · outbound

This paper cites Comparing transformer models for stock selection in quantitative trading,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Comparing transformer models for stock selection in quantitative trading,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.252408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 597accc9-6ef3-46d4-8390-1bc28649cc9f · outbound

This paper cites Stock quantitative prediction analysis method based on deep learning transformer self-attention mechanism,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Stock quantitative prediction analysis method based on deep learning transformer self-attention mechanism,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.237028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0266c72d-d986-40d6-b093-83d8e31c8b22 · outbound

This paper cites Performance of single-layer transformers in stock- price trend forecasting,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Performance of single-layer transformers in stock- price trend forecasting,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.222011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 12002fba-0603-49c6-820f-e9b2ebe48056 · outbound

This paper cites Power system instability and chaos,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Power system instability and chaos,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.207043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 37cb2a94-7e45-4cc9-a0c6-24d325628a0e · outbound

This paper cites Forecasting stock price volatility: New evidence from the garch-midas model,.

QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting Forecasting stock price volatility: New evidence from the garch-midas model,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T05:34:02.191819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.