Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:25:26.560417Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 2 inbound Pith citation observations for arXiv:2506.02654.
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 2026-08-07T11:25:26.560417Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T12:16:41.644904Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
41 of 41 outbound references displayed
External citation measurements
0
pith, observed 2026-08-05T02:28:24.338817Z
Observation 02a7f6b6-bcc6-4664-8ba9-83b30fd9f0f0 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Short-Term Traffic Forecast- ing: Where We Are And Where We’re Going.Transportation Research Part C: Emerging Technologies (TRC), 2014
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd9887d1-6453-4a01-91b4-74d259916c75 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Traffic Flow Prediction With Big Data: A Deep Learning Approach.IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2014
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8eb87460-fabc-42c0-9648-b16369ae9ef4 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework For Traffic Forecasting.arXiv, 2017
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c70d39bf-d27e-455b-a638-7782fc9067c5 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting.arXiv, 2017
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 10fa50d5-48a3-43c2-bfbe-6900f6a46009 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion For Traffic Flow Prediction.IEEE Signal Processing Letters (SPL), 2020
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cfcf8d54-e621-47fe-9a55-a04ed08473da · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Traffic Flow Matrix-Based Graph Neural Network With Attention Mechanism For Traffic Flow Prediction
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 266c54f8-2c11-46be-8b56-0aa8624f7e7e · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Vehicle Flow Prediction At Checkpoint Considering Trajectory Based On Convolutional Long Short-Term Memory Network
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eedbabf2-24d8-4b46-8fca-c5919d2d8c46 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction City-Scale Vehicle Trajectory Data From Traffic Camera Videos.Scientific Data (Sci
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8f9e5c5-9fa7-48b4-ac3c-68a9967cfc48 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction PKET-GCN: Prior Knowledge Enhanced Time-Varying Graph Convolution Network For Traffic Flow Prediction
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a1855af9-e70d-44a2-80a9-3c13ec8caffc · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Short-Term Traffic Flow Prediction Based On Spatio-Temporal Analysis And CNN Deep Learning.Transportmetrica A: Transport Science (Transport
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 947ecba0-2fae-4909-9b3f-447c19e17963 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction M-Mix: Pattern- wise Missing Mix For Filling The Missing Values In Traffic Flow Data.Neural Computing and Applications (NCA), 2024
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb67bf16-41a9-4386-8d2e-42dc5524217d · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Deep Spatio-Temporal Residual Networks For Citywide Crowd Flows Prediction
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0d69a6dc-7944-4d6a-9443-8b36ce6521fd · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Dynamic Spatial-Temporal Graph Convolutional Neural Networks For Traffic Forecasting
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81665ded-d1ce-4872-9d8c-c2d7003fb13a · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Dynamic Spatial-Temporal Representation Learning For Traffic Flow Prediction.IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2020
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4172eb4f-bde3-43b6-857c-72dd612df1f4 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Spatio-Temporal Hybrid Graph Convolutional Network For Traffic Forecasting In Telecommunication Networks
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1cc533b4-1b58-4123-b10d-4dbf664ed33e · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Urban Traffic Prediction From Mobility Data Using Deep Learning.IEEE Network (IEEE Netw.), 2018
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 584f132f-864d-4fa4-8488-0f3a47ee6a77 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Learning Probabilistic Intersection Traffic Models For Trajectory Prediction.arXiv, 2020
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8c0d056f-6698-4a27-bdac-17aee61a9f88 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction The Path Inference Filter: Model- Based Low-Latency Map Matching of Probe Vehicle Data.IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2013
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c1cd128-1568-46ce-9846-dc554235460a · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction On The Distribution Of Probe Traffic Volume Estimated From Their Footprints.arXiv, 2023
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 952c70f8-f497-481d-98b9-278096716f50 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Explainable Trajectory Representation Through Dictionary Learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f92457c9-1fed-4e14-8ae3-66ae12565723 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Long Short-Term Memory Neural Network For Traffic Speed Prediction Using Remote Microwave Sensor Data
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4d1ad9e4-e672-4361-8497-9addcdaced40 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction T-GCN: A Temporal Graph Convolutional Network For Traffic Prediction.IEEE Transactions on Intelligent Transportation Systems (IEEE T-ITS), 2019
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6445127-b9c6-4026-8640-dbaf39d39f63 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction View Vertically: A Hierarchical Network For Trajectory Prediction Via Fourier Spectrums
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a11c802-2172-4e69-b812-b611eba84833 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Recon- structing Transit Vehicle Trajectory Using High-Resolution GPS Data
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3911c21-d157-4dae-b5d3-f130e4b20eef · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction GPT-4 Technical Report
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dbac410-b9eb-4c99-b521-f76f8ea92d27 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction DeepSeek-V3 Technical Report
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01f6596b-df50-428c-888b-1b0bb093b64a · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Bert: Pre-Training Of Deep Bidirectional Transformers For Language Understanding
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 291bd8fc-2e40-43d9-aee1-e099c5c9e9e6 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Improving Language Understanding By Generative Pre-Training
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7a0bb3a8-d0c2-4426-bdc6-73d0d41a2d31 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Masked Autoencoders Are Scalable Vision Learners
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f40f256-4eda-421d-b105-767f25abaf76 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Strategies for Pre-training Graph Neural Networks
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77f890d3-dcca-401b-9111-8bf4a4bb79bd · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Gpt-Gnn: Gen- erative Pre-Training Of Graph Neural Networks
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0058b6cd-c7dd-4938-a6f0-fdf5c41171f2 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Masked Token Enabled Pre-Training: A Task-Agnostic Approach For Understanding Complex Traffic Flow.IEEE Transactions on Mobile Computing, 2024
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 107f767b-e303-4ff3-8fab-53ef55432c11 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Trafficformer: An Efficient Pre-Trained Model For Traffic Data
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45b3271e-9ad8-4eae-b011-b52f23d1aaa8 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Traf- ficBERT: Pre-Trained Model With Large-Scale Data For Long-Range Traffic Flow Forecasting
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba85d79a-cbff-442b-851a-a8fd079d0e55 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction GQA: Training Generalized Multi-Query Transformer Models From Multi-Head Checkpoints.arXiv, 2023
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1acd7633-6fbc-4efe-be62-cfd59d776e3f · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction OpenStreetMap
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7b987e83-9923-470f-968a-c4d5227db054 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Osmnx: New Methods For Acquiring, Constructing, Analyzing, And Visualizing Complex Street Networks.Computers, Environment and Urban Systems, 2017
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b744f32c-3ac9-4af5-81a8-74ebea491f73 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Cblab: Supporting The Training Of Large- Scale Traffic Control Policies With Scalable Traffic Simulation
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation adfe1141-7681-495d-b61e-517247d6b7cb · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Spatio-Temporal Vehicle Trajectory Recovery On Road Network Based On Traffic Camera Video Data
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9ac4b6bf-3e31-41da-85a5-48f20561b91e · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction Traj2Traj: A Road Network Constrained Spatiotemporal Interpolation Model For Traffic Trajectory Restoration
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d35bc452-4b7c-442e-b7d2-b9e5272e7fc2 · outbound
A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction The adjacency tokens 14 represent the information of each node, which is comprehensive but not efficient
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0600fcfa-43a9-41bd-b688-2951a06d673e · inbound
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction
Reference 85
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38eb1fdd-dab2-4723-bde9-2dbbf94c45c4 · inbound
AGNFormer I: Reconstruction of AGN spectra using a probabilistic transformer model A Pretrained Probabilistic Transformer for City-Scale Traffic Volume Prediction
Reference 118
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.