[AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecasting".
☆36Dec 3, 2025Updated 6 months ago
Alternatives and similar repositories for EMAformer
Users that are interested in EMAformer 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 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆45Jan 27, 2026Updated 5 months ago
- This is code for Multi-period Learning for Financial Time Series Forecasting (MLF, published in KDD 2025), which incorporates multiple in…☆34Jun 8, 2026Updated 3 weeks ago
- 开源、轻量的家庭机器人项目☆77Apr 22, 2026Updated 2 months ago
- ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"☆15Jan 26, 2026Updated 5 months ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆47Jan 12, 2025Updated last year
- Official implementation of "DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting" (NeurIPS 2024)☆26Oct 28, 2024Updated last year
- ☆103Jun 12, 2025Updated last year
- ☆29Aug 9, 2025Updated 10 months ago
- ☆12Mar 30, 2021Updated 5 years ago
- ☆38Mar 12, 2026Updated 3 months ago
- The code for FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series Forecasting☆29May 11, 2025Updated last year
- [KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting☆281May 12, 2026Updated last month
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆20Jan 26, 2026Updated 5 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Implementation for the AAAI '26 paper "T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion"☆62Dec 6, 2025Updated 6 months ago
- Codes, datasets, and explanations for some basic natural language tasks and models.☆11Dec 9, 2020Updated 5 years ago
- NeurIPS 2024, Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series☆23Jun 11, 2026Updated 3 weeks ago
- [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline☆56Apr 22, 2026Updated 2 months ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated 6 months ago
- Built real-time traffic prediction system using Graph Neural Networks (GNN) & Graph Convolutional Networks (GCN). Integrates GCN & LSTM l…☆28May 25, 2024Updated 2 years ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 7 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆77Mar 24, 2026Updated 3 months ago
- A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective☆42Jan 19, 2026Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion☆19Apr 29, 2026Updated 2 months ago
- ☆23May 17, 2024Updated 2 years ago
- [ICLR'25] "Understanding Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing" by Peihao Wang, Ruisi Cai, Yue…☆18Mar 21, 2025Updated last year
- Python implementation for Bellman Conformal Inference algorithm for time series forecasting.☆26Feb 9, 2024Updated 2 years ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated 2 years ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated last year
- The code for TFPS☆70Nov 8, 2024Updated last year
- [ICLR 2025] Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting☆16Nov 24, 2025Updated 7 months ago
- 改进的st-GCN代码☆24Oct 20, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆46Jul 25, 2024Updated last year
- An automated feature engineering framework 'FETCH' accepted in ICLR 2023.☆11Jun 20, 2023Updated 3 years ago
- ☆21Apr 15, 2025Updated last year
- ☆69Dec 30, 2025Updated 6 months ago
- [AAAI 2025] Holistic Semantic Representation for Navigational Trajectory Generation☆19Mar 7, 2026Updated 3 months ago
- ☆19Nov 14, 2023Updated 2 years ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆221Jul 27, 2024Updated last year