Data Management Technology and AI
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- 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.
awesome-rag
Public- Papers about training data quality management for ML models.
FeSAIL
PublicThis is the official implementation of the IJCAI 2023 paper "Feature Staleness Aware Incremental Learning for CTR Prediction".TAMIC
PublicThis is the official implementation for our SDM 2022 paper "Time-aware Multi-interest Capsule Network for Sequential Recommendation".EMA
PublicThis is the official implementation of the EMA framework for the TKDE paper "A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation".AutoSrh
PublicRDIA
PublicIMSR
PublicThis is the official implementation for our ICDE 2023 paper “Incremental Learning for Multi-interest Sequential Recommendation”.RCL
PublicThis is the official implementation for the CIKM 2024 paper “Relative contrastive learning for sequential recommendation with similarity-based positive pair selection”.qlib
PublicDoubleAdapt
PublicThe official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on the qlib package.StockMixer
PublicSUNNY-GNN
PublicThe official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.interpreters
Public