{"total":13,"rows":[{"id":"2503.07649","title":"TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster","created":"2025-03-06","cited_by_count":40,"area":"rag"},{"id":"2606.04135","title":"Stationarity-Aware Retrieval-Augmented Time Series Forecasting","created":"2026-06-02","cited_by_count":5,"area":"rag"},{"id":"2603.14709","title":"Not All Retrievals are Useful: Cross-Attention for Input-Aware RAG in Time Series Forecasting","created":"2026-03-16","cited_by_count":4,"area":"rag"},{"id":"2508.04888","title":"Retrieval-Augmented Foundation Models for Water Level Prediction in the Everglades","created":"2025-08-06","cited_by_count":3,"area":"rag"},{"id":"2604.05543","title":"Channel-wise Retrieval for Multivariate Time Series Forecasting","created":"2026-04-07","cited_by_count":3,"area":"rag"},{"id":"2606.14941","title":"Semantics-Enhanced Retrieval-Augmented Time Series Forecasting","created":"2026-06-12","cited_by_count":2,"area":"rag"},{"id":"2605.24911","title":"Factorize to Generalize: Retrieval-Guided Invariant-Dynamic Decomposition for Time Series Forecasting","created":"2026-05-24","cited_by_count":1,"area":"rag"},{"id":"2607.12391","title":"ReDiTT: Retrieval Augmented Conditional Diffusion Transformers for Asynchronous Time Series","created":"2026-07-14","cited_by_count":1,"area":"rag"},{"id":"2508.06915","title":"QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting","created":"2025-08-09","cited_by_count":0,"area":"rag"},{"id":"2510.16695","title":"Resolution-Aware Retrieval Augmented Zero-Shot Forecasting","created":"2025-10-19","cited_by_count":0,"area":"rag"},{"id":"2603.29419","title":"RAAP: Retrieval-Augmented Affordance Prediction with Cross-Image Action Alignment","created":"2026-03-31","cited_by_count":0,"area":"rag"},{"id":"2608.05571","title":"Align-RAG: Alignment Is All You Need for TSFM In-Context Learning","created":"2026-08-06","cited_by_count":0,"area":"rag"},{"id":"2608.14054","title":"Model-agnostic Retrieval-Augmented Extended Forecasting for time series","created":"2026-08-14","cited_by_count":0,"area":"rag"}],"next_cursor":null}