This repository compiles papers, tutorials, and surveys on AI for time series analysis across major AI/ML venues including NeurIPS, ICML, ICLR, AAAI, KDD, and WWW. It covers forecasting, anomaly detection, temporal modeling, deep learning, and spatio-temporal analysis. The list is updated as papers are accepted at top conferences and includes papers with available code.