Paper Citation Record · LEDGER

EVOTS: Evolutionary Transformer Search for Time Series Forecasting

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.00154.

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

pith.paper-citation-record.v1
2607.00154 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-02T19:50:20.268930Z

measured 34 of 34 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

34 of 34 outbound references displayed

verified exact5
verified fuzzy28
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77021c45-012d-4b3a-9bff-a82b9cda046d · outbound

This paper cites itransformer: Inverted transformers are effective for time series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting itransformer: Inverted transformers are effective for time series forecasting,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.131993Z

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.

Observation cb91e6b0-73b1-44a3-bf4e-2e3253d5f714 · outbound

This paper cites Attention is all you need.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Attention is all you need

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.137709Z

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.

Observation 7eef35e6-4372-48bc-aa23-f89b1eaf5d96 · outbound

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

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Informer: Beyond efficient transformer for long sequence time-series forecasting,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.143107Z

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.

Observation 1efcd500-81bb-424d-9e71-a06801cecdfd · outbound

This paper cites Temporal fusion transformers for interpretable multi-horizon time series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Temporal fusion transformers for interpretable multi-horizon time series forecasting,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.139240Z

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.

Observation 57b7ad02-7ec3-41de-bc61-d3a8d32e6c2b · outbound

This paper cites Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.128720Z

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.

Observation 75d40202-a526-4ae3-af48-1049fe5585a4 · outbound

This paper cites Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Crossformer: Transformer utilizing cross-dimension dependency for multivariate time series forecasting,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.171492Z

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.

Observation e645d206-01ff-49d4-82e1-281aad3c8d7f · outbound

This paper cites Large language models are zero-shot time series forecasters,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Large language models are zero-shot time series forecasters,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.113076Z

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.

Observation d60882e7-ef1d-4414-b064-4fbcf58d0313 · outbound

This paper cites Promptcast: A new prompt-based learning paradigm for time series forecasting.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Promptcast: A new prompt-based learning paradigm for time series forecasting

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.149357Z

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.

Observation 115d8808-9d30-4822-a816-515639d57d65 · outbound

This paper cites One fits all: Power general time series analysis by pretrained lm.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting One fits all: Power general time series analysis by pretrained lm

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.151987Z

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.

Observation 2af6aed2-6fff-40d7-9034-72be957122b4 · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:57:19.187186Z

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.

Observation 043d1434-6f61-41ab-a9a7-f2e3c4e56436 · outbound

This paper cites Lag-llama: Towards foundation models for time series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Lag-llama: Towards foundation models for time series forecasting,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.167307Z

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.

Observation d76ec23a-d820-4666-88fa-29e55b0b6872 · outbound

This paper cites MOMENT: A Family of Open Time-series Foundation Models.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting MOMENT: A Family of Open Time-series Foundation Models

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:57:19.185496Z

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.

Observation eada2218-fd46-4ad8-8bf6-28b33ed3c55c · outbound

This paper cites A decoder-only foundation model for time-series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting A decoder-only foundation model for time-series forecasting,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.146833Z

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.

Observation a433b5f0-9a98-4d16-a4a9-57cef6cb949f · outbound

This paper cites Unified Training of Universal Time Series Forecasting Transformers.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Unified Training of Universal Time Series Forecasting Transformers

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T19:57:19.191338Z

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.

Observation 9025bc5c-e99c-4225-8ab6-d6c5d0311475 · outbound

This paper cites Chronos: Learning the language of time series,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Chronos: Learning the language of time series,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.145044Z

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.

Observation 009bec6d-10bc-447c-8aa8-711f2026b1d4 · outbound

This paper cites Chronos-2: From Univariate to Universal Forecasting.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Chronos-2: From Univariate to Universal Forecasting

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:57:19.188748Z

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.

Observation b72b4224-683d-41a6-9095-82a1b84ed064 · outbound

This paper cites Forecastpfn: Synthetically-trained zero-shot forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Forecastpfn: Synthetically-trained zero-shot forecasting,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.169462Z

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.

Observation b90cdbcc-ee6a-4b55-96c4-3298663fc369 · outbound

This paper cites From tables to time: How tabpfn-v2 outperforms specialized time series forecasting models,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting From tables to time: How tabpfn-v2 outperforms specialized time series forecasting models,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.126542Z

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.

Observation 38d90a04-44c8-4aaa-a31b-48ec5def3bb7 · outbound

This paper cites Neural architecture search: A survey,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Neural architecture search: A survey,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.130784Z

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.

Observation 4717f6d2-ff1c-4e8f-84d9-0b91ee61e75c · outbound

This paper cites Evolving neural networks through augmenting topologies.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Evolving neural networks through augmenting topologies

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.135224Z

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.

Observation ffc0e3bd-53bf-4a86-9f6d-f6f04c607c83 · outbound

This paper cites Investigating recurrent neural network memory structures using neuro- evolution,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Investigating recurrent neural network memory structures using neuro- evolution,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.132895Z

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.

Observation da9871b4-f892-44f0-97a5-e7c969d3fc45 · outbound

This paper cites Exa-gp: Unifying graph-based genetic programming and neuroevo- lution for explainable time series forecasting,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Exa-gp: Unifying graph-based genetic programming and neuroevo- lution for explainable time series forecasting,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.142846Z

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.

Observation 66b78bab-82e2-421a-b25f-7ad2926497da · outbound

This paper cites Ant-based neural topology search (ants) for optimizing recurrent networks,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Ant-based neural topology search (ants) for optimizing recurrent networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.119737Z

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.

Observation 6a4c65ea-b0c8-43ab-a9d8-130df445a753 · outbound

This paper cites Continuous ant-based neural topology search,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Continuous ant-based neural topology search,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.119993Z

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.

Observation 9fd05ddd-f0a3-4f91-b207-c8f0c93104e2 · outbound

This paper cites Cg-cants-n: A versatile graph-based framework for scalable and adaptive problem solving across domains,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Cg-cants-n: A versatile graph-based framework for scalable and adaptive problem solving across domains,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.141056Z

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.

Observation 13528d2c-1dd6-432a-a9ba-c549ae576997 · outbound

This paper cites Nsga-net: neural architecture search using multi-objective genetic algorithm,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Nsga-net: neural architecture search using multi-objective genetic algorithm,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.161457Z

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.

Observation 9a5b4fd8-d1c6-474f-b728-3714d75e596a · outbound

This paper cites Regularized evolution for image classifier architecture search,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Regularized evolution for image classifier architecture search,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.110964Z

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.

Observation 5b5b2364-c480-44db-9557-277b8baaf514 · outbound

This paper cites Efficient neural architecture search via parameters sharing,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Efficient neural architecture search via parameters sharing,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.114824Z

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.

Observation ff337bd1-d86b-40d5-9bb5-cde138f6316b · outbound

This paper cites DARTS: Differentiable Architecture Search.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting DARTS: Differentiable Architecture Search

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:57:19.180029Z

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.

Observation 482e0b84-654a-4f9b-a23e-90c7ab470214 · outbound

This paper cites The evolved transformer,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting The evolved transformer,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.163420Z

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.

Observation 7c60d52e-3a13-4688-b404-2e46c259d3b4 · outbound

This paper cites Searching the search space of vision transformer,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Searching the search space of vision transformer,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.161203Z

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.

Observation 0791d2e8-e1e9-4ed7-ad53-ad0c07b0a588 · outbound

This paper cites Nasvit: Neural architecture search for efficient vision transformers with gradient conflict-aware supernet training,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Nasvit: Neural architecture search for efficient vision transformers with gradient conflict-aware supernet training,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.163578Z

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.

Observation a771876d-633f-44f4-9bb6-c7d2bd643359 · outbound

This paper cites an unresolved cited work.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-07-05T20:51:25.169190Z

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.

Observation f1e0af2a-e117-4fb4-bb95-f01b6fce7779 · outbound

This paper cites Designing neural networks through neuroevolution,.

EVOTS: Evolutionary Transformer Search for Time Series Forecasting Designing neural networks through neuroevolution,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-05T20:51:25.171325Z

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.

Pith citing papers

No inbound Pith citation observations are available.