qingsongedu

Qingsong Wen's repositories

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

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

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

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

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

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

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

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

Language:PythonMIT800

PyTorch implementation of AirFormer, AAAI-23

Language:Python3 10

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

Language:JavaScriptMIT2 10

[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Language:PythonApache-2.0200

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

Language:PythonMIT1 10

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

Language:PythonMIT1 10