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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
| Date | Stars |
|---|---|
| 2026-07-24 | 1617 |
| 2026-07-25 | 1617 |
| 2026-07-28 | 1617 |
| 2026-07-30 | 1617 |
| 2026-08-06 | 1617 |
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# AI for Time Series (AI4TS) Papers, Tutorials, and Surveys [](https://awesome.re)   [](https://badges.pufler.dev/visits/qingsongedu/awesome-AI-for-time-series-papers) <!--  --> A professionally curated list of papers (with available code), tutorials, and surveys on recent **AI for Time Series Analysis (AI4TS)**, including Time Series, Spatio-Temporal Data, Event Data, Sequence Data, Temporal Point Processes, etc., at the **Top AI Conferences and Journals**, which is **updated ASAP (the earliest time)** once the accepted papers are announced in the corresponding top AI conferences/journals. Hope this list would be helpful for researchers and engineers who are interested in AI for Time Series Analysis. The top conferences including: - Machine Learning: NeurIPS, ICML, ICLR - Data Mining: KDD, WWW - Artificial Intelligence: AAAI, IJCAI - Data Management: SIGMOD, VLDB, ICDE - Misc (selected): AISTAT, CIKM, ICDM, WSDM, SIGIR, ICASSP, CVPR, ICCV, etc. The top journals including (mainly for survey papers): CACM, PIEEE, TPAMI, TKDE, TNNLS, TITS, TIST, SPM, JMLR, JAIR, CSUR, DMKD, KAIS, IJF, arXiv(selected), etc. If you find any missed resources (paper/code) or errors, please feel free to open an issue or make a pull request. For general **Recent AI Advances: Tutorials and Surveys in various areas (DL, ML, DM, CV, NLP, Speech, etc.)** at the **Top AI Conferences and Journals**, please check [This Repo](https://github.com/qingsongedu/awesome-AI-tutorials-surveys). ## Main Recent Update Note - [Mar. 04, 2024] Add papers accepted by ICLR'24, AAAI'24, WWW'24! - [Jul. 05, 2023] Add papers accepted by KDD'23! - [Jun. 20, 2023] Add papers accepted by ICML'23! - [Feb. 07, 2023] Add papers accepted by ICLR'23 and AAAI'23! - [Sep. 18, 2022] Add papers accepted by NeurIPS'22! - [Jul. 14, 2022] Add papers accepted by KDD'22! - [Jun. 02, 2022] Add papers accepted by ICML'22, ICLR'22, AAAI'22, IJCAI'22! ## Table of Contents - [AI4TS Tutorials and Surveys](#AI4TS-Tutorials-and-Surveys) * [AI4TS Tutorials](#AI4TS-Tutorials) * [AI4TS Surveys](#AI4TS-Surveys) - [AI4TS Papers 2024](#AI4TS-Papers-2024) * [NeurIPS 2024](#NeurIPS-2024), [ICML 2024](#ICML-2024), [ICLR 2024](#ICLR-2024) * [KDD 2024](#KDD-2024), [WWW 2024](#WWW-2024), [AAAI 2024](#AAAI-2024), [IJCAI 2024](#IJCAI-2024) * [SIGMOD VLDB ICDE 2024](#SIGMOD-VLDB-ICDE-2024) * [Misc 2024](#Misc-2024) - [AI4TS Papers 2023](#AI4TS-Papers-2023) * [NeurIPS 2023](#NeurIPS-2023), [ICML 2023](#ICML-2023), [ICLR 2023](#ICLR-2023) * [KDD 2023](#KDD-2023), [AAAI 2023](#AAAI-2023), [IJCAI 2023](#IJCAI-2023) * [SIGMOD VLDB ICDE 2023](#SIGMOD-VLDB-ICDE-2023) * [Misc 2023](#Misc-2023) - [AI4TS Papers 2022](#AI4TS-Papers-2022) * [NeurIPS 2022](#NeurIPS-2022), [ICML 2022](#ICML-2022), [ICLR 2022](#ICLR-2022) * [KDD 2022](#KDD-2022), [AAAI 2022](#AAAI-2022), [IJCAI 2022](#IJCAI-2022) * [SIGMOD VLDB ICDE 2022](#SIGMOD-VLDB-ICDE-2022) * [Misc 2022](#Misc-2022) - [AI4TS Papers 2021](#AI4TS-Papers-2021) * [NeurIPS 2021](#NeurIPS-2021), [ICML 2021](#ICML-2021), [ICLR 2021](#ICLR-2021) * [KDD 2021](#KDD-2021), [AAAI 2021](#AAAI-2021), [IJCAI 2021](#IJCAI-2021) * [SIGMOD VLDB ICDE 2021](#SIGMOD-VLDB-ICDE-2021) * [Misc 2021](#Misc-2021) - [AI4TS Papers 201X-2020 Selected](#AI4TS-Papers-201X-2020-Selected) * [NeurIPS 201X-2020](#NeurIPS-201X-2020), [ICML 201X-2020](#ICML-201X-2020), [ICLR 201X-2020](#ICLR-201X-2020) * [KDD 201X-2020](#KDD-201X-2020), [AAAI 201X-2020](#AAAI-201X-2020), [IJCAI 201X-2020](#IJCAI-201X-2020) * [SIGMOD VLDB ICDE 201X-2020](#SIGMOD-VLDB-ICDE-201X-2020) * [Misc 201X-2
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Qingsong Wen · Squirrel Ai Learning · United States
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