Add paper - SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting

Add paper - KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting

Add paper - Mamba time series forecasting with uncertainty quantification

Add paper - TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models

Add paper - Are KANs Effective for Multivariate Time Series Forecasting?

Add paper - OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting

Add benchmark - It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks

Add paper - Chronos-2: From Univariate to Universal Forecasting

Add paper - From Tokenizer Bias to Backbone Capability: A Controlled Study of LLMs for Time Series Forecasting

Add paper - Dynamic Sector Fusion Transformer for Stock Index Prediction

Add paper - SEMixer: Semantics Enhanced MLP-Mixer for Multiscale Mixing and Long-term Time Series Forecasting

Add paper - Position: Beyond Model-Centric Prediction -- Agentic Time Series Forecasting

Add paper - Time series forecasting with Hahn Kolmogorov-Arnold networks

Add paper - CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting

Add paper - Conformal Prediction Algorithms for Time Series Forecasting: Methods and Benchmarking