Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)
☆1,043Sep 29, 2026Updated last month
Alternatives and similar repositories for Time-Series-Works-Conferences
Users that are interested in Time-Series-Works-Conferences are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An up-to-date list of time-series related papers in AI venues.☆435Jun 15, 2024Updated 2 years ago
- Resources about time series forecasting and deep learning.☆810Oct 19, 2026Updated 2 weeks ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,635Apr 6, 2024Updated 2 years ago
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,837Updated this week
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,206Aug 14, 2026Updated 2 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆13,049Apr 18, 2026Updated 6 months ago
- A comprehensive survey on the time series domains☆548Mar 22, 2024Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆150Dec 23, 2023Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆183Aug 23, 2022Updated 4 years ago
- ☆897Apr 9, 2017Updated 9 years ago
- list of papers, code, and other resources☆1,061Aug 13, 2025Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,026Aug 8, 2024Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,212Aug 7, 2024Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆85Sep 4, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆234Oct 25, 2023Updated 3 years ago
- PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)☆365May 1, 2025Updated last year
- Awesome Time-Series and Spatio-Temporal Related☆117Sep 7, 2023Updated 3 years ago
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆427Dec 10, 2023Updated 2 years ago
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,530Jan 27, 2024Updated 2 years ago
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆448Sep 13, 2024Updated 2 years ago
- [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)☆868Aug 9, 2024Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆247Nov 15, 2025Updated 11 months ago
- ☆948Jul 6, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆388Apr 28, 2024Updated 2 years ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆141May 17, 2026Updated 5 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆261Mar 9, 2026Updated 7 months ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆239Jun 25, 2026Updated 4 months ago
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆227May 16, 2025Updated last year
- A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.☆1,238Dec 22, 2024Updated last year
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆320Nov 10, 2023Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆299Nov 1, 2023Updated 3 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆33Jul 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.
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆311Jun 25, 2026Updated 4 months ago
- Repository of Transformer based PyTorch Time Series Models☆324Nov 8, 2024Updated last year
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆102Dec 29, 2024Updated last year
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆313Mar 6, 2025Updated last year
- graph wavenet☆827Mar 14, 2022Updated 4 years ago
- A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural …☆2,091Oct 31, 2026Updated last week
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆88Nov 10, 2022Updated 3 years ago