Paper Citation Record · LEDGER

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data

As of 14 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2412.00108.

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

pith.paper-citation-record.v1
2412.00108 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:56:09.334325Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T14:19:36.315852Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T14:23:21.603276Z

Reference resolution

52 of 52 outbound references displayed

verified exact1
verified fuzzy21
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b3e3165-4457-4a82-abf6-45bdc16e783d · outbound

This paper cites A variegated look at 5g in the wild: performance, power, and qoe implications,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data A variegated look at 5g in the wild: performance, power, and qoe implications,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.104407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58eb2d7b-10fc-4586-a61e-8e16807f9bd9 · outbound

This paper cites Evolution of wireless communication to 6g: Potential applications and research directions,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Evolution of wireless communication to 6g: Potential applications and research directions,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.109848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79828823-ec53-4986-ab12-b30ea22dd789 · outbound

This paper cites Cell zooming for cost-efficient green cellular networks,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Cell zooming for cost-efficient green cellular networks,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.114660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2f2fec-2060-4b1f-ac2b-89f61895155c · outbound

This paper cites The deep learning vision for heterogeneous network traffic control: Proposal, challenges, and future perspective,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data The deep learning vision for heterogeneous network traffic control: Proposal, challenges, and future perspective,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.119857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a8a0e5-6ef1-4871-b778-1c61659474c8 · outbound

This paper cites Deepcog: Optimizing resource provisioning in network slicing with ai-based capacity forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Deepcog: Optimizing resource provisioning in network slicing with ai-based capacity forecasting,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.124457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea3474a8-73b9-43f4-9f1c-c1e6163d04e0 · outbound

This paper cites Intelligent 5g: When cellular networks meet artificial intelligence,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Intelligent 5g: When cellular networks meet artificial intelligence,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.129085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e404ef4-55de-4ce5-a088-8a9cfa03663f · outbound

This paper cites Online learning for time series prediction,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online learning for time series prediction,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.931510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 59edcd59-4e3c-4a98-ba62-bdeb95a9ff87 · outbound

This paper cites Online arima algorithms for time series prediction,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online arima algorithms for time series prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.915766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 94836364-d0cd-4266-8367-ccce9a42c7cc · outbound

This paper cites Laplace propagation.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Laplace propagation

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.900408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6250f76c-2b3d-481c-8486-efce3d2366fc · outbound

This paper cites Online forecasting matrix factorization,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online forecasting matrix factorization,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.886263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 51c57ff8-511c-4f27-b4b5-ec3e4f0868cf · outbound

This paper cites Continual learning with bayesian neural networks for non-stationary data,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Continual learning with bayesian neural networks for non-stationary data,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.871659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cc78595a-16ab-415c-9eb5-8858e2c94ddf · outbound

This paper cites Dynamic local regret for non- convex online forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Dynamic local regret for non- convex online forecasting,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.857015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef61b33f-0466-4d1b-b07b-0fda657dfe2a · outbound

This paper cites CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.160404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa17bc8b-c66f-4394-971c-c89fb0103942 · outbound

This paper cites OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:56:09.422738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 523f2e29-5b67-4f43-bb79-a91b03482b66 · outbound

This paper cites Learning fast and slow for online time series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Learning fast and slow for online time series forecasting,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.842053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 162a4ba1-fb40-4021-ab99-3d2fa3a8ea9e · outbound

This paper cites Forecasting at scale,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Forecasting at scale,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.174064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb0678f6-8ed3-45e2-9130-56edbc51ae82 · outbound

This paper cites N-beats: Neural basis expansion analysis for interpretable time series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data N-beats: Neural basis expansion analysis for interpretable time series forecasting,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.178607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ac6e5f-35da-4df3-b826-d2b5f17af160 · outbound

This paper cites Think globally, act locally: A deep neural network approach to high-dimensional time series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Think globally, act locally: A deep neural network approach to high-dimensional time series forecasting,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.182977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b08d049-b9c0-4296-a574-36e16d8b4e11 · outbound

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

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Autoformer: Decomposition transformers with auto-correlation for long-term series forecasting,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.187375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 025e3d10-251b-4fff-b64e-537a8e860deb · outbound

This paper cites FED- former: Frequency enhanced decomposed transformer for long-term series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data FED- former: Frequency enhanced decomposed transformer for long-term series forecasting,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.191793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4f3c944-6696-41f5-88a0-6aa3421130b3 · outbound

This paper cites Non-stationary transformers: Exploring the stationarity in time series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Non-stationary transformers: Exploring the stationarity in time series forecasting,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.196358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4471319-39ba-462a-a92d-13c34ee265f2 · outbound

This paper cites The problem of concept drift: definitions and related work,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data The problem of concept drift: definitions and related work,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.772318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b01728e-61ad-47b5-87eb-0c2ed904161f · outbound

This paper cites Ddg-da: Data distribution generation for predictable concept drift adaptation,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Ddg-da: Data distribution generation for predictable concept drift adaptation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.757573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 26e5879b-1e06-4aa8-ba92-d6f8c74efa26 · outbound

This paper cites Generalizing to evolving domains with latent structure-aware sequential autoencoder,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Generalizing to evolving domains with latent structure-aware sequential autoencoder,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.209591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be336d7b-c44b-4837-a359-9d4d72ae8126 · outbound

This paper cites Online deep learning: learning deep neural networks on the fly,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online deep learning: learning deep neural networks on the fly,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.734199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8dd64d23-8305-44fc-b9c7-81472e3e7689 · outbound

This paper cites A survey on concept drift adaptation,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data A survey on concept drift adaptation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.218106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1302518-1603-4fc4-8d8f-14c7f5e807fd · outbound

This paper cites On Quadratic Penalties in Elastic Weight Consolidation.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data On Quadratic Penalties in Elastic Weight Consolidation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.222393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4353e238-4083-4c82-8b70-5fc8878bdc33 · outbound

This paper cites Reply to husz ´ar: The elastic weight consolidation penalty is empirically valid,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Reply to husz ´ar: The elastic weight consolidation penalty is empirically valid,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.710705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d8da352-9a02-46d4-949b-8d3fd697f557 · outbound

This paper cites Gradient episodic memory for continual learning,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Gradient episodic memory for continual learning,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.231310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78af4d99-ef8f-4894-b088-f63ef4455ba6 · outbound

This paper cites How does a brain build a cognitive code?.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data How does a brain build a cognitive code?

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.685715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b886558a-0423-45af-be5e-cd19e3f59e4c · outbound

This paper cites Self-improving reactive agents based on reinforcement learn- ing, planning and teaching,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Self-improving reactive agents based on reinforcement learn- ing, planning and teaching,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.669957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2f06b5b2-0309-4ba8-b83c-23de7826e85a · outbound

This paper cites Learning to learn without forgetting by maximizing transfer and minimizing interference,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Learning to learn without forgetting by maximizing transfer and minimizing interference,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.654628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5f6806cb-ccd5-49cc-9469-3ebb2db61b99 · outbound

This paper cites Experi- ence replay for continual learning,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Experi- ence replay for continual learning,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.640516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cd72998d-9ac0-4c23-b1cc-82aedf32d099 · outbound

This paper cites Dualnet: Continual learning, fast and slow,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Dualnet: Continual learning, fast and slow,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.626288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 16586e4a-b000-4a55-a601-7a5abb530320 · outbound

This paper cites Learning fast, learning slow: A general continual learning method based on complementary learning sys- tem,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Learning fast, learning slow: A general continual learning method based on complementary learning sys- tem,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.611092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2eecf94f-5ef5-49a0-adff-34f54b6ff7ca · outbound

This paper cites Stl: A seasonal-trend decomposition,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Stl: A seasonal-trend decomposition,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.262197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5e108ea-828d-4731-b14f-dc1e16a1f215 · outbound

This paper cites Forecasting time series with complex seasonal patterns using exponential smoothing,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Forecasting time series with complex seasonal patterns using exponential smoothing,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.266624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aace66f-db9e-4385-bace-cb5382d048a7 · outbound

This paper cites Time series forecasting for nonlinear and non- stationary processes: a review and comparative study,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Time series forecasting for nonlinear and non- stationary processes: a review and comparative study,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.271131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 053a9bde-37f1-48b3-bf20-4c5e382c845d · outbound

This paper cites A multi-source dataset of urban life in the city of milan and the province of trentino,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data A multi-source dataset of urban life in the city of milan and the province of trentino,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.275635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49876e83-e26a-46a1-bd4e-819ff8e2d158 · outbound

This paper cites Analyzing and modeling spatio-temporal dependence of cellular traffic at city scale,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Analyzing and modeling spatio-temporal dependence of cellular traffic at city scale,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.280204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b888a39-e04f-4d53-80a8-8b36bbd15d07 · outbound

This paper cites Adam: A method for stochastic optimiza- tion,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Adam: A method for stochastic optimiza- tion,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.284652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af7edca-2773-442e-81e3-d98fcc4a2525 · outbound

This paper cites Online convex programming and generalized infinitesi- mal gradient ascent,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online convex programming and generalized infinitesi- mal gradient ascent,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.542502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1bb5ccb0-7532-4bbc-85ab-6c3df010b85e · outbound

This paper cites On Tiny Episodic Memories in Continual Learning.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data On Tiny Episodic Memories in Continual Learning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.293549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0a7377-f18a-4beb-9447-6625d3d8c5d8 · outbound

This paper cites Online continual learning with maximal interfered retrieval,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Online continual learning with maximal interfered retrieval,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.528067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c91941cb-71c0-41e4-be83-4c875c869067 · outbound

This paper cites Dark experience for general continual learning: a strong, simple baseline,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Dark experience for general continual learning: a strong, simple baseline,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.514359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f11ca59f-b6a8-4b8c-b3b3-f2134e129bc9 · outbound

This paper cites Progressive supervision via label decomposition: An long-term and large-scale wireless traffic forecasting method,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Progressive supervision via label decomposition: An long-term and large-scale wireless traffic forecasting method,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:56:09.499971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a63aafa9-3ab5-4216-9903-6d2f174dc3f9 · outbound

This paper cites Frequency-domain mlps are more effective learners in time series forecasting,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Frequency-domain mlps are more effective learners in time series forecasting,

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.311880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb28f16-d227-439a-bbb7-37b5761aae27 · outbound

This paper cites Fouriergnn: Rethinking multivariate time series forecast- ing from a pure graph perspective,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Fouriergnn: Rethinking multivariate time series forecast- ing from a pure graph perspective,

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.316195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7997fcf4-dee6-4873-bc37-502e8a7698f3 · outbound

This paper cites Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.320572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afb20ec-73d2-437c-aa95-55bed9ec097e · outbound

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

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Are transformers effective for time series forecasting?

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.325579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 204ca752-ba66-4339-8d90-c446e29c644f · outbound

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

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data Informer: Beyond efficient transformer for long sequence time-series forecasting,

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.329747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1299ecbe-ce8d-4c41-983f-65be4dcd8a35 · outbound

This paper cites A time series is worth 64 words: Long-term forecasting with transformers,.

Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data A time series is worth 64 words: Long-term forecasting with transformers,

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T10:56:09.334325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c2c36117-fd5e-434a-9ce8-a7eebd1cdd1e · inbound

Towards Principled Test-Time Adaptation for Time Series Forecasting cites this paper.

Towards Principled Test-Time Adaptation for Time Series Forecasting Act Now: A Novel Online Forecasting Framework for Large-Scale Streaming Data

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:23:21.605019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.