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    • OnlineTSF

      Public
      Official implementation of "Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting" (KDD'25), a novel online time series forecasting framework.
      Python
      1810Updated Jan 2, 2025Jan 2, 2025
    • The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.
      Python
      149000Updated Dec 25, 2024Dec 25, 2024
    • Papers about training data quality management for ML models.
      34110Updated Dec 24, 2024Dec 24, 2024
    • qlib

      Public
      This forked repo additionally includes our DoubleAdapt (KDD'23) and MASTER (AAAI'24) for re-experiment.
      Python
      MIT License
      2.7k11300Updated Dec 12, 2024Dec 12, 2024
    • 0000Updated Dec 10, 2024Dec 10, 2024
    • MASTER

      Public
      This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price forecasting, which models the momentary and cross-time stock correlation and guide feature selection with market information.
      Python
      4221630Updated Dec 7, 2024Dec 7, 2024
    • LIFT

      Public
      The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.
      Python
      107930Updated Oct 28, 2024Oct 28, 2024
    • Papers for LLM and foundation models for time series analytics
      02100Updated Oct 15, 2024Oct 15, 2024
    • 0200Updated Oct 9, 2024Oct 9, 2024
    • Papers for AI + quantitative investment
      99700Updated Sep 12, 2024Sep 12, 2024
    • 0900Updated Sep 6, 2024Sep 6, 2024
    • FeSAIL

      Public
      This is the official implementation of the IJCAI 2023 paper "Feature Staleness Aware Incremental Learning for CTR Prediction".
      Python
      0000Updated Sep 6, 2024Sep 6, 2024
    • TAMIC

      Public
      This is the official implementation for our SDM 2022 paper "Time-aware Multi-interest Capsule Network for Sequential Recommendation".
      Python
      0000Updated Sep 6, 2024Sep 6, 2024
    • EMA

      Public
      This is the official implementation of the EMA framework for the TKDE paper "A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation".
      Python
      0000Updated Sep 6, 2024Sep 6, 2024
    • AutoSrh

      Public
      This is the official implementation for our TKDE paper "AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction".
      Jupyter Notebook
      0000Updated Sep 4, 2024Sep 4, 2024
    • RDIA

      Public
      This repository is the official implementation of our ICLR2022 paper: "Resolving Training Biases via Influence-based Data Relabeling".
      Python
      0000Updated Sep 4, 2024Sep 4, 2024
    • IMSR

      Public
      This is the official implementation for our ICDE 2023 paper “Incremental Learning for Multi-interest Sequential Recommendation”.
      Python
      0010Updated Aug 28, 2024Aug 28, 2024
    • RCL

      Public
      This is the official implementation for the CIKM 2024 paper “Relative contrastive learning for sequential recommendation with similarity-based positive pair selection”.
      Python
      Apache License 2.0
      0400Updated Aug 28, 2024Aug 28, 2024
    • StockCL

      Public
      This is the code for StockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Concepts, DASFAA 2024.
      Python
      1500Updated Jul 20, 2024Jul 20, 2024
    • Official code implementation of AAAI 2024 paper "StockMixer: A Simple yet Strong MLP-based Architecture for Stock Price Forecasting".
      Python
      6022840Updated Mar 19, 2024Mar 19, 2024
    • SUNNY-GNN

      Public
      The official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.
      Python
      GNU Affero General Public License v3.0
      31210Updated Jan 29, 2024Jan 29, 2024
    • Python
      3600Updated Oct 13, 2023Oct 13, 2023