GitHub / qingsongedu 6 repositories

TL at DAMO Academy, Alibaba (U.S.) Inc. | AI for Time Series and Decision | Hiring FTEs, Postdocs, and Interns

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qingsongedu/awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

Size: 923 KB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 1,037 - Forks: 105

qingsongedu/Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

Size: 193 KB - Last synced: 4 days ago - Pushed: about 2 months ago - Stars: 772 - Forks: 53

qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Size: 306 KB - Last synced: 6 days ago - Pushed: about 2 months ago - Stars: 2,143 - Forks: 217

qingsongedu/awesome-AI-tutorials-surveys

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

Size: 121 KB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 111 - Forks: 13

qingsongedu/Awesome-SSL4TS

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

Size: 2.16 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 221 - Forks: 13

qingsongedu/timeseries-tutorial-kdd-2022

KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

Size: 66.3 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 97 - Forks: 15

qingsongedu/Talks-Keynotes-slides

My invited Keynote/Talk at Conferences, Universities, Companies, etc.

Size: 68.4 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 9 - Forks: 0

qingsongedu/qingsongedu.github.io Fork of academicpages/academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Language: JavaScript - Size: 49.9 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

qingsongedu/ICML2022-FEDformer Fork of DAMO-DI-ML/ICML2022-FEDformer

Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting

Size: 62.5 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 0

qingsongedu/AirFormer Fork of yoshall/AirFormer

PyTorch implementation of AirFormer, AAAI-23

Size: 79.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

qingsongedu/KDD2022-Quatformer Fork of DAMO-DI-ML/KDD2022-Quatformer

Source code of KDD'22 paper: Learning to Rotate: Quaternion Transformer for Complicated Periodical Time Series Forecasting

Size: 32.2 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

qingsongedu/NeurIPS2022-FiLM Fork of DAMO-DI-ML/NeurIPS2022-FiLM

source code for NeurIPS’22 paper "FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting"

Size: 1.46 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0