[NeurIPS-25] How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
☆32Mar 9, 2026Updated 7 months ago
Alternatives and similar repositories for ST-SSDL
Users that are interested in ST-SSDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆20Jan 15, 2026Updated 9 months ago
- [NeurIPS 2025 Spotlight] Official implementation of "Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecast…☆23Nov 25, 2025Updated 11 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆84Sep 4, 2024Updated 2 years ago
- ☆19May 22, 2026Updated 5 months ago
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆27Apr 28, 2026Updated 6 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆42Nov 7, 2025Updated 11 months ago
- My personal PyTorch framework for multivariate time series forecasting.☆108Mar 10, 2026Updated 7 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆44Sep 2, 2025Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆247Nov 15, 2025Updated 11 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆261Mar 9, 2026Updated 7 months ago
- [ICLR 2026] Official implementation for "Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval"☆29Apr 5, 2026Updated 6 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆88Nov 30, 2025Updated 10 months ago
- ☆33Oct 18, 2024Updated 2 years ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆26May 30, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆33Jul 13, 2024Updated 2 years ago
- KDD25: The source code of our paper "UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization"☆16Aug 14, 2025Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆123Mar 18, 2025Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆150Dec 23, 2023Updated 2 years ago
- [AAAI 2025] DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis☆16Jun 3, 2026Updated 4 months ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 11 months ago
- [TPAMI 2025] Official implementation of "Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting"☆20Feb 26, 2025Updated last year
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆43Jan 16, 2026Updated 9 months ago
- [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"☆65Jun 13, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago
- [NeurIPS 2024] Official Implementation of "SDformer: Similarity-driven Discrete Transformer For Time Series Generation"☆17May 23, 2025Updated last year
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 9 months ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆18May 23, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆243Jan 23, 2026Updated 9 months ago
- Official implementation for AAAI 2026 paper: SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting☆23Nov 25, 2025Updated 11 months ago
- ☆114Jun 11, 2025Updated last year
- [IJCAI 2026] Official implementation of "EventTSF: Event-Aware Non-Stationary Time Series Forecasting"☆22Jul 20, 2026Updated 3 months ago
- ☆31Aug 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Dec 9, 2024Updated last year
- ☆24Nov 29, 2024Updated last year
- [NeurIPS 2024] Continuous Temporal Domain Generalization☆55Mar 10, 2025Updated last year
- ☆14Feb 22, 2024Updated 2 years ago
- ☆11May 4, 2025Updated last year
- A MATLAB package for Shape-adaptive mode decomposition method proposed in "Decomposing non-stationary signals with time-varying wave-shap…☆16Apr 23, 2021Updated 5 years ago
- 工业控制软件客户端,采用Vue + Electron开发,可编译macOS、ubuntu、windows平台。☆13Feb 19, 2021Updated 5 years ago