Cross-RAG: Zero-Shot Retrieval-Augmented Time Series Forecasting via Cross-Attention
Fuente:
arXiv
Guardado en:
| Autores principales: | Lee, Seunghan, Lee, Jaehoon, Seo, Jun, Yoo, Sungdong, Kim, Minjae, Lim, Tae Yoon, Kang, Dongwan, Choi, Hwanil, Lee, SoonYoung, Ahn, Wonbin |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion
por: Lee, Seunghan, et al.
Publicado: (2026)
por: Lee, Seunghan, et al.
Publicado: (2026)
AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
por: Lee, Seunghan, et al.
Publicado: (2026)
por: Lee, Seunghan, et al.
Publicado: (2026)
FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
por: Lee, Seunghan, et al.
Publicado: (2026)
por: Lee, Seunghan, et al.
Publicado: (2026)
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
por: Lee, Jaehoon, et al.
Publicado: (2026)
por: Lee, Jaehoon, et al.
Publicado: (2026)
Adaptive Information Routing for Multimodal Time Series Forecasting
por: Seo, Jun, et al.
Publicado: (2025)
por: Seo, Jun, et al.
Publicado: (2025)
THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics
por: Lee, Hoyoung, et al.
Publicado: (2025)
por: Lee, Hoyoung, et al.
Publicado: (2025)
Cross-Sectional Asset Retrieval via Future-Aligned Soft Contrastive Learning
por: Lee, Hyeongmin, et al.
Publicado: (2026)
por: Lee, Hyeongmin, et al.
Publicado: (2026)
Sequential Order-Robust Mamba for Time Series Forecasting
por: Lee, Seunghan, et al.
Publicado: (2024)
por: Lee, Seunghan, et al.
Publicado: (2024)
Retrieval Augmented Time Series Forecasting
por: Han, Sungwon, et al.
Publicado: (2025)
por: Han, Sungwon, et al.
Publicado: (2025)
Soft Contrastive Learning for Time Series
por: Lee, Seunghan, et al.
Publicado: (2023)
por: Lee, Seunghan, et al.
Publicado: (2023)
Channel Normalization for Time Series Channel Identification
por: Lee, Seunghan, et al.
Publicado: (2025)
por: Lee, Seunghan, et al.
Publicado: (2025)
Learning to Embed Time Series Patches Independently
por: Lee, Seunghan, et al.
Publicado: (2023)
por: Lee, Seunghan, et al.
Publicado: (2023)
Dataset-Driven Channel Masks in Transformers for Multivariate Time Series
por: Lee, Seunghan, et al.
Publicado: (2024)
por: Lee, Seunghan, et al.
Publicado: (2024)
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
por: Lee, Seunghan, et al.
Publicado: (2024)
por: Lee, Seunghan, et al.
Publicado: (2024)
Design and Performance Evaluation of Energy-Efficient Smart Streetlights in Rural Communities in Countries with Limited Resources
por: Seunghan Lee
Publicado: (2026)
por: Seunghan Lee
Publicado: (2026)
Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment
por: Lee, Seunghan
Publicado: (2026)
por: Lee, Seunghan
Publicado: (2026)
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
por: Ning, Kanghui, et al.
Publicado: (2025)
por: Ning, Kanghui, et al.
Publicado: (2025)
Seo Series I: Analytic Stability and the Velocity Gap – An Unconditional Proof of the Riemann Hypothesis via Geometric Barrier
por: Seo, Wonbin
Publicado: (2025)
por: Seo, Wonbin
Publicado: (2025)
SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation
por: Shin, Sangwoo, et al.
Publicado: (2024)
por: Shin, Sangwoo, et al.
Publicado: (2024)
Enhanced Quantum behavior on frustrated Ising model: Quantum Approximate Optimization Algorithm study
por: Lee, Seunghan, et al.
Publicado: (2025)
por: Lee, Seunghan, et al.
Publicado: (2025)
FEATHer: Fourier-Efficient Adaptive Temporal Hierarchy Forecaster for Time-Series Forecasting
por: Lee, Jaehoon, et al.
Publicado: (2026)
por: Lee, Jaehoon, et al.
Publicado: (2026)
CLAIR: CLIP-Aided Weakly Supervised Zero-Shot Cross-Domain Image Retrieval
por: Tan, Chor Boon, et al.
Publicado: (2025)
por: Tan, Chor Boon, et al.
Publicado: (2025)
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
por: Kim, Kiseung, et al.
Publicado: (2024)
por: Kim, Kiseung, et al.
Publicado: (2024)
PIDLoc: Cross-View Pose Optimization Network Inspired by PID Controllers
por: Lee, Wooju, et al.
Publicado: (2025)
por: Lee, Wooju, et al.
Publicado: (2025)
Feedback Adaptation for Retrieval-Augmented Generation
por: Bang, Jihwan, et al.
Publicado: (2026)
por: Bang, Jihwan, et al.
Publicado: (2026)
VIRD: View-Invariant Representation through Dual-Axis Transformation for Cross-View Pose Estimation
por: Park, Juhye, et al.
Publicado: (2026)
por: Park, Juhye, et al.
Publicado: (2026)
QuiZSF: A Retrieval-Augmented Framework for Zero-Shot Time Series Forecasting
por: Ma, Shichao, et al.
Publicado: (2025)
por: Ma, Shichao, et al.
Publicado: (2025)
ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation
por: Kim, Sunwoo, et al.
Publicado: (2025)
por: Kim, Sunwoo, et al.
Publicado: (2025)
Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG
por: Bang, Jihwan, et al.
Publicado: (2025)
por: Bang, Jihwan, et al.
Publicado: (2025)
Stop-RAG: Value-Based Retrieval Control for Iterative RAG
por: Park, Jaewan, et al.
Publicado: (2025)
por: Park, Jaewan, et al.
Publicado: (2025)
Harmonic Dataset Distillation for Time Series Forecasting
por: Hong, Seungha, et al.
Publicado: (2026)
por: Hong, Seungha, et al.
Publicado: (2026)
NMDAR‐Antibody Encephalitis Diagnosed With Primary Central Nervous System Lymphoma: A Case Series
por: Soo Hyun Ahn, et al.
Publicado: (2025)
por: Soo Hyun Ahn, et al.
Publicado: (2025)
Revisiting LLMs as Zero-Shot Time-Series Forecasters: Small Noise Can Break Large Models
por: Park, Junwoo, et al.
Publicado: (2025)
por: Park, Junwoo, et al.
Publicado: (2025)
Resolution-Aware Retrieval Augmented Zero-Shot Forecasting
por: Deznabi, Iman, et al.
Publicado: (2025)
por: Deznabi, Iman, et al.
Publicado: (2025)
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning
por: Han, Janghoon, et al.
Publicado: (2024)
por: Han, Janghoon, et al.
Publicado: (2024)
Lithiophilic Current Collector Without Interfacial Penalty in Zero‐Excess Lithium Metal Batteries
por: Jiyeon Seo, et al.
Publicado: (2026)
por: Jiyeon Seo, et al.
Publicado: (2026)
StochCA: A Novel Approach for Exploiting Pretrained Models with Cross-Attention
por: Seo, Seungwon, et al.
Publicado: (2024)
por: Seo, Seungwon, et al.
Publicado: (2024)
Automatic Curriculum Design for Zero-Shot Human-AI Coordination
por: You, Won-Sang, et al.
Publicado: (2025)
por: You, Won-Sang, et al.
Publicado: (2025)
1111111
por: Seo, Wonbin
Publicado: (2025)
por: Seo, Wonbin
Publicado: (2025)
Partial-Multivariate Model for Forecasting
por: Lee, Jaehoon, et al.
Publicado: (2024)
por: Lee, Jaehoon, et al.
Publicado: (2024)
Ejemplares similares
-
Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion
por: Lee, Seunghan, et al.
Publicado: (2026) -
AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
por: Lee, Seunghan, et al.
Publicado: (2026) -
FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
por: Lee, Seunghan, et al.
Publicado: (2026) -
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
por: Lee, Jaehoon, et al.
Publicado: (2026) -
Adaptive Information Routing for Multimodal Time Series Forecasting
por: Seo, Jun, et al.
Publicado: (2025)