| FastSTI: A Fast Conditional Pseudo Numerical Diffusion Model for Spatio-temporal Traffic Data Imputation | Oct 20, 2024 | DenoisingImputation | —Unverified | 0 |
| Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation | May 11, 2023 | ImputationTensor Decomposition | —Unverified | 0 |
| MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm | Mar 29, 2025 | ImputationMissing Values | —Unverified | 0 |
| Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation | Dec 20, 2018 | Gaussian ProcessesImputation | —Unverified | 0 |
| ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks | May 10, 2023 | Deep LearningGraph Attention | —Unverified | 0 |
| Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding | Jan 27, 2023 | ImputationTraffic Data Imputation | CodeCode Available | 0 |
| Laplacian Convolutional Representation for Traffic Time Series Imputation | Dec 3, 2022 | Decision MakingImage Inpainting | CodeCode Available | 0 |
| Scalable Low-Rank Tensor Learning for Spatiotemporal Traffic Data Imputation | Aug 7, 2020 | ImputationTraffic Data Imputation | CodeCode Available | 0 |
| STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation | Jun 9, 2025 | Graph AttentionImputation | CodeCode Available | 0 |
| Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation | Apr 30, 2021 | ImputationMissing Values | CodeCode Available | 0 |