Paper Citation Record · LEDGER

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture

As of 11 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.13935.

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

pith.paper-citation-record.v1
2412.13935 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:41:32.712176Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

38 of 38 outbound references displayed

verified exact2
verified fuzzy1
unresolved33
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 41a9f75a-e854-40fc-bd48-b601e62cb558 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.560237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d4f38d-2395-4d6b-85f1-fdd924949fa9 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.564370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f5450d1-0a61-4c77-b9ae-a6dac6b2b537 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.568128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31cf4a1-9d64-4631-850a-6e2c01b0bce2 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.814229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c6d1b2fe-b590-4bdd-b7bf-7edae07b1ebc · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.577723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6928fb-7b53-4af6-832f-cf958b62a670 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 6

Resolution: malformed identifier; doi_truncated, observed 2026-08-11T12:41:33.578160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f7ea180c-ef4d-479e-afce-1bb1f8fc5283 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.587598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40296931-af3a-427f-a637-73b5cbfdf35f · outbound

This paper cites Machine Learning for Urban Air Quality Analytics: A Survey.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Machine Learning for Urban Air Quality Analytics: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.591834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e826b51-edce-4956-a0a4-d88bcf5e34f2 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.794550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e4c986f1-4613-449a-95d3-c2dfde0ea607 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-11T12:41:32.768594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e60f6bf-94b8-425d-8ae4-d742e491993f · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.782589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5e822d92-840c-4c37-b6b8-34dcbf0c5562 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.770541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 058470c2-1cd8-4255-8b3b-aa905db689c5 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.758620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 43398e1d-d30b-47fd-91b3-be381114c19f · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Semi-Supervised Classification with Graph Convolutional Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.615941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 842ac526-0bd4-43d5-b619-398b05dc5b90 · outbound

This paper cites Foundation Models for Time Series Analysis: A Tutorial and Survey.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Foundation Models for Time Series Analysis: A Tutorial and Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.620131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f79bbb-8aa1-498f-b4e0-66084d78015a · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.747413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6d8a36cb-6a45-4348-816e-8f48b4f23948 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.629075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2e986e-20f2-456e-bddf-ed9dc1f8c60c · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.728190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c8a41df2-0405-4063-9c6f-f44f9157632a · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.715274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5096233b-b15d-4bc2-8b90-1c4d9123734b · outbound

This paper cites Effective Approaches to Attention-based Neural Machine Translation.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Effective Approaches to Attention-based Neural Machine Translation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.642133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f75480-4ae6-4868-8002-eb8db9caab42 · outbound

This paper cites A Survey of Deep Learning and Foundation Models for Time Series Forecasting.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture A Survey of Deep Learning and Foundation Models for Time Series Forecasting

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.646493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b9dfa8e-102f-4c26-9782-8c75900ac884 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.701107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 74caa074-0167-4404-89fe-5b1d463efc30 · outbound

This paper cites Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.656653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 765dd392-cb68-4f56-af33-93aefad5eae5 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.676839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22146476-c6d6-4f99-ba2a-388c0498bfe2 · outbound

This paper cites Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.664118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be8dc98-a1aa-4f00-9c08-f90e23da2492 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.664961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6686651c-7391-47eb-b1b5-42677ab2a228 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T12:41:33.416599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3e24304b-64bc-4c52-aaba-f4ab5a7bd865 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.676926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a352895-c28c-418c-b56f-c455fd18ee6d · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.680851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af68e282-c7b9-49ba-beea-2e4e82e6b563 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.689171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1a5a27-543e-467e-a180-020c009379e2 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.639947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 53c52317-3e9c-4b4c-9340-dcdc0dd93e40 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.696706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab8c610-f601-4d17-9c73-9ac8e77b0826 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.700435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8413328-7afd-4105-8465-7ad2dc9d53dc · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-11T12:41:32.746174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5276cc14-76ad-4592-9006-45548be37049 · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.618184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a8d4119b-55f3-46ca-a328-bccbbb38400c · outbound

This paper cites an unresolved cited work.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:41:33.605197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e24857ab-bd72-4df1-8dba-22d300d57086 · outbound

This paper cites In Proceedings of the 28th International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’20).

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture In Proceedings of the 28th International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’20)

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-11T12:41:32.684875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66cc84a8-8c15-4920-ba24-92b57f8f09a4 · outbound

This paper cites Scientific Reports 13, 1 (2023), 9940.

Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture Scientific Reports 13, 1 (2023), 9940

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:41:33.688387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.