Paper Citation Record · LEDGER

Byte Pair Encoding for Efficient Time Series Forecasting

As of 22 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:2505.14411.

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

pith.paper-citation-record.v1
2505.14411 v4

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:39:36.667881Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:02:27.847432Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-20T20:39:00.174243Z

Reference resolution

16 of 16 outbound references displayed

verified exact2
verified fuzzy3
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3ca19f25-55f4-4b53-bdf1-738b33dec5c1 · outbound

This paper cites Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version.

Byte Pair Encoding for Efficient Time Series Forecasting Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.232955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d185b75-78fc-4b89-afb2-588727a9faf4 · outbound

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

Byte Pair Encoding for Efficient Time Series Forecasting A decoder-only foundation model for time-series forecasting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.406405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a2a3020-747e-48b4-919a-6e1d3953e1cb · outbound

This paper cites Multidimensional Byte Pair Encoding: Shortened Sequences for Improved Visual Data Generation.

Byte Pair Encoding for Efficient Time Series Forecasting Multidimensional Byte Pair Encoding: Shortened Sequences for Improved Visual Data Generation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:39:37.205007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a8a0ee13-8c53-4301-9c12-6f7c120df91b · outbound

This paper cites TimeGPT-1.

Byte Pair Encoding for Efficient Time Series Forecasting TimeGPT-1

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.611785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a349a50e-5bdb-4de4-a0bb-af5a86202ad3 · outbound

This paper cites We utilize this method throughout our paper.

Byte Pair Encoding for Efficient Time Series Forecasting We utilize this method throughout our paper

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:39:37.876320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8b9f9325-da59-4efa-b025-58b2585ae0a9 · outbound

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

Byte Pair Encoding for Efficient Time Series Forecasting Unified Training of Universal Time Series Forecasting Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:36.065120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc66aac3-070d-4b0e-9bb9-4bbdd020d084 · outbound

This paper cites An adaptive tokenization approach for time series We provide pseudocode for generating a vocabulary of motifs and utilizing the motifs to tokenize a time series.

Byte Pair Encoding for Efficient Time Series Forecasting An adaptive tokenization approach for time series We provide pseudocode for generating a vocabulary of motifs and utilizing the motifs to tokenize a time series

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:39:38.295822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0a88bc09-7094-475a-9f0b-8c7a0775f24d · outbound

This paper cites an unresolved cited work.

Byte Pair Encoding for Efficient Time Series Forecasting Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:39:37.657720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1e362bed-0673-4ebc-aee1-8e5c29b90e77 · outbound

This paper cites In19out of25cases, our foundation model in zero-shot setting outperforms the specifically trained models in forecasting quality.

Byte Pair Encoding for Efficient Time Series Forecasting In19out of25cases, our foundation model in zero-shot setting outperforms the specifically trained models in forecasting quality

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-07T15:39:36.981440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2f715625-6b23-4c11-bf41-5b5697d7f775 · outbound

This paper cites an unresolved cited work.

Byte Pair Encoding for Efficient Time Series Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:39:37.462868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8e0f7813-3f51-4151-b4a2-80c1051a844b · outbound

This paper cites J., and Günnemann, S.

Byte Pair Encoding for Efficient Time Series Forecasting J., and Günnemann, S

Reference 1999

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:39:38.477963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d3d34eef-efad-4bc1-8e59-0306bf14b959 · outbound

This paper cites Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts.

Byte Pair Encoding for Efficient Time Series Forecasting Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Reference 2003

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.697678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bc6f4b9-eb88-4825-bfbb-a1ca595a36a5 · outbound

This paper cites an unresolved cited work.

Byte Pair Encoding for Efficient Time Series Forecasting Unresolved cited work

Reference 2015

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:39:38.081623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5c0dcfa-8fe2-44c2-9ae1-9c7d189cb563 · outbound

This paper cites Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting.

Byte Pair Encoding for Efficient Time Series Forecasting Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.814337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa07e76c-a40e-4096-9138-4733a9355977 · outbound

This paper cites Toto: Time Series Optimized Transformer for Observability.

Byte Pair Encoding for Efficient Time Series Forecasting Toto: Time Series Optimized Transformer for Observability

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.321970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c73ec07-d7c4-4fbe-adc7-0a4feecbf64e · outbound

This paper cites Tirex: Zero-shot forecasting across long and short horizons with enhanced in-context learning.arXiv:2505.23719,.

Byte Pair Encoding for Efficient Time Series Forecasting Tirex: Zero-shot forecasting across long and short horizons with enhanced in-context learning.arXiv:2505.23719,

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:35.183278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 63e302c0-0845-4f41-ab0f-8cc6d559c1f1 · inbound

Effective Data Pruning through Score Extrapolation cites this paper.

Effective Data Pruning through Score Extrapolation Byte Pair Encoding for Efficient Time Series Forecasting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:02:27.847432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb3d7871-6be5-446a-8eb0-2c36cc3176b1 · inbound

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals cites this paper.

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals Byte Pair Encoding for Efficient Time Series Forecasting

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:32.503545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 46527c31-71d6-4d72-af81-11152e727b6d · inbound

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals cites this paper.

Dywave: Event-Aligned Dynamic Tokenization for Heterogeneous IoT Sensing Signals Byte Pair Encoding for Efficient Time Series Forecasting

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:32.503545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.