tongnie / tensorlib
Repository for paper 'Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns'.
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for tensorlib
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆9Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆14Updated 2 months ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆26Updated last month
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆14Updated 5 months ago
- Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)☆10Updated this week
- Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction☆14Updated 2 years ago
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆12Updated 3 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆20Updated 11 months ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆13Updated 2 years ago
- ☆17Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆34Updated 2 years ago
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆12Updated 8 months ago
- ☆16Updated 2 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆15Updated last year
- ☆26Updated 4 months ago
- Using to predict the highway traffic speed☆29Updated 7 months ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- A novel Encoder-Decoder model based on read-first LSTM for air pollutant prediction☆14Updated 2 years ago
- ☆16Updated last year
- Dynamic frequency domain graph convolution for traffic prediction☆12Updated 2 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆15Updated last month
- ☆13Updated 6 years ago
- SATCN for Kriging☆14Updated 2 years ago
- ☆17Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing☆22Updated 3 months ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆25Updated 8 months ago