Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:01:40.022567Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2412.13607.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:01:40.022567Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 25c90d32-0ebd-400d-80e7-8fabc9464115 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Urban computing: concepts, methodologies, and applications,
Reference 1
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 9424ef54-57b5-4f05-be5e-a192b145ea54 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Deep learning for short-term traffic flow prediction,
Reference 2
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 4d9202e8-cbf5-4d99-a976-762d9b123892 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Travel-time prediction with sup- port vector regression,
Reference 3
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 2430a3d6-4830-44c2-a2fe-3fdb81e9e2db · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting,
Reference 4
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 7f93a900-87ab-4b32-aa26-c6e76c9d6375 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Long short-term memory neural network for traffic speed prediction using remote microwave sensor data,
Reference 5
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 1569326a-4d26-4ee6-8b4a-739ffb1f31e2 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Graph markov network for traffic forecasting with missing data,
Reference 6
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 15299717-c6de-4b7a-838a-0431698b38ec · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Stacked bidirectional and unidirec- tional lstm recurrent neural network for forecasting network-wide traffic state with missing values,
Reference 7
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 3938e2a4-1d0e-4a2b-ba9a-0bc5f8c143a9 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatiotemporal fusion transformer for large-scale traffic forecasting,
Reference 8
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 074545a1-2b67-4d3d-b1e5-45351fdb4095 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Long short-term memory,
Reference 9
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 dba09ba4-2e55-4cff-85ba-4ae948f216f7 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42a0b163-4805-4f6f-8844-11d8927a7c7e · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Attention is all you need,
Reference 11
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 2539703d-db78-443e-a4cf-cee77de681f6 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatio-temporal graph neural networks for predictive learning in urban computing: A survey,
Reference 12
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 e45f7114-e0b5-4c35-866f-1f3ed6453230 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Do We Really Need Graph Neural Networks for Traffic Forecasting?
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b86de0f-849e-4132-af2f-7e2fee7b97ff · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Graph neural network for traffic forecasting: A survey,
Reference 14
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 e8d58869-dc05-4fd8-9c0c-03e50acfd6f0 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Graph wavenet for deep spatial-temporal graph modeling,
Reference 15
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 cf6bd461-8523-481f-b9df-f8c453978626 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Adaptive spatiotem- poral inceptionnet for traffic flow forecasting,
Reference 16
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 ebbbc41c-4f6a-4aa1-94c3-2fbd39150630 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatio-temporal meta learning for urban traffic prediction,
Reference 17
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 d555e7de-798d-47e5-b3e0-7488c65e39ae · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatio-temporal self-supervised learning for traffic flow prediction,
Reference 18
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 91953af4-693e-40be-93cd-53413532208d · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Pdformer: Propagation delay-aware dynamic long-range transformer for traffic flow prediction,
Reference 19
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 4426475c-5e22-471f-b4e7-c70519c836fe · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatial-Temporal Transformer Networks for Traffic Flow Forecasting
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 119d56b6-bc34-4953-857b-ef50c0d4c92d · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Graph- partitioning-based diffusion convolutional recurrent neural network for large-scale traffic forecasting,
Reference 21
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 dded4d77-dc3a-422a-8afb-d0721bd1d6e3 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Taming local effects in graph-based spatiotemporal forecasting,
Reference 22
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 b192c4eb-e84a-486d-a9d2-1d08de71f6e0 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Changes to commute mode: The role of life events, spatial context and environmental attitude,
Reference 23
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 151b4fc5-c317-49e4-b471-c2d9c3c4481f · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Largest: A benchmark dataset for large- scale traffic forecasting,
Reference 24
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 db274a83-6410-431b-b2d3-b4d4b8826a8a · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Graph neural networks: A review of methods and applications,
Reference 25
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 3be70448-d239-4e36-816b-8f809a6c7736 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatiotemporal fusion transformer for large-scale traffic forecasting,
Reference 26
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 cfb4e0c0-673c-413f-a12b-2fe101bcf5e7 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Pre-training enhanced spatial-temporal graph neural network for multivariate time series forecasting,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3140c8b5-754b-40a4-b54d-0bc07ed078ba · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatial-temporal identity: A simple yet effective baseline for multivariate time series forecasting,
Reference 28
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 7ab31448-dd61-4acd-8d7c-8e3224f00528 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Masked au- toencoders are scalable vision learners,
Reference 29
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 f54cf5b3-ea07-4d18-b11f-6fa4b7f59d24 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Pre-trained models for natural language processing: A survey,
Reference 30
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 d6f833b0-24b9-436f-88a5-005748213fa9 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 903929e4-2a6a-45ef-9264-70189dbdc986 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Mlp-mixer: An all-mlp architecture for vision,
Reference 32
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 9f45f166-99a4-476a-8876-3688e66f3126 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting pnlp-mixer: an efficient all-mlp architecture for language,
Reference 33
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 3adf7a9d-1314-4140-99b0-61c05dbfc7d9 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting TSMixer: An All-MLP Architecture for Time Series Forecasting
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3651c22a-5423-49dd-9609-be26d97c51b0 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data
Reference 35
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 0d85d572-17f4-437d-a242-56e65bc949d1 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33a44fca-d7ce-46c3-bdc3-06449f00b026 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale
Reference 37
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 4cf781f3-79bd-4407-8110-0480108965bf · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Dstagnn: Dynamic spatial-temporal aware graph neural network for traffic flow forecasting,
Reference 38
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 d65595e5-426d-47f6-b0c5-0ffeb79ee9ea · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Dynamic graph convolutional recurrent network for traffic prediction: Benchmark and solution,
Reference 39
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 90330530-ba2b-476b-9c2d-db70703c9d09 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Attention based spatial- temporal graph convolutional networks for traffic flow forecasting,
Reference 40
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 2f4f4829-7e05-4fb5-abcf-abd17e70ed18 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting When do contrastive learning signals help spatio-temporal graph forecasting?
Reference 41
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 1ba57b33-62c5-40af-b5be-07895825c8ad · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Mining spatio-temporal relations via self-paced graph contrastive learning,
Reference 42
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 0a447950-6b38-4485-b7c9-9ecda8f1b4e6 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Simmtm: A simple pre-training framework for masked time-series modeling,
Reference 43
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 e79a2ddd-ee84-4c73-9c38-441021b8c6c7 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb691461-4d36-45d4-9e9b-914644f29fe1 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Interpretable weather forecasting for worldwide stations with a unified deep model,
Reference 45
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 d198e7ad-fe11-4782-9052-eb2fa6ddf1ae · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Pfnet: Large-scale traffic forecasting with progressive spatio-temporal fusion,
Reference 46
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 338b9832-6f94-416f-ace2-b06a8274cac5 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatial-temporal graph ode networks for traffic flow forecasting,
Reference 47
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 3a9df309-2697-466b-922b-39087ef0167b · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Gman: A graph multi-attention network for traffic prediction,
Reference 48
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 8f449a04-6998-4aeb-8f2f-d9c7bff7f9f8 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatio-temporal hierarchical mlp network for traffic forecasting,
Reference 49
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 b00f603a-e182-4459-97d9-cd8c7ce20c56 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Learning to Embed Time Series Patches Independently
Reference 50
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 87a17c26-51b3-417b-8a7d-8bb33a7933e0 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Uti- lizing expert features for contrastive learning of time-series represen- tations,
Reference 51
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 ce916857-9a62-4736-a954-815209c1135d · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting i-Mix: A Domain-Agnostic Strategy for Contrastive Representation Learning
Reference 52
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 cd708556-173d-4178-ac19-3bce7ec9bda3 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Translating math formula images to latex sequences using deep neural networks with sequence-level training,
Reference 53
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 75bc1168-06a8-48c4-ad8c-2c4bccc4ef3c · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Freeway performance measurement system: mining loop detector data,
Reference 54
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 fc30a5c7-5ef8-4247-a23a-b250257f445e · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Revisiting convolutional neural networks for citywide crowd flow analytics,
Reference 55
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 bc1d8752-300c-482e-b2a8-a870881d69c6 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 188300fa-fdfc-40cc-b952-6208ee92744b · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Adaptive graph convolutional recurrent network for traffic forecasting,
Reference 57
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 2c772280-fd5b-4f94-b988-f345816035bf · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Spatio-temporal graph convolutional networks: a deep learning framework for traffic forecasting,
Reference 58
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 2d8b373b-77dc-4b7b-a860-197c90e69a64 · outbound
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Decoupled dynamic spatial-temporal graph neural network for traffic forecasting,
Reference 59
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.
No inbound Pith citation observations are available.