Adaptive Information Routing for Multimodal Time Series Forecasting
Fuente:
arXiv
Saved in:
| Main Authors: | Seo, Jun, Choe, Hyeokjun, Bae, Seohui, Park, Soyeon, Ahn, Wonbin, Lim, Taeyoon, Kang, Junhyeok, Han, Sangjun, Lee, Jaehoon, Kang, Dongwan, Kim, Minjae, Yoo, Sungdong, Lee, Soonyoung |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Channel-wise Retrieval for Multivariate Time Series Forecasting
by: Kang, Junhyeok, et al.
Published: (2026)
by: Kang, Junhyeok, et al.
Published: (2026)
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
by: Lee, Jaehoon, et al.
Published: (2026)
by: Lee, Jaehoon, et al.
Published: (2026)
FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
Cross-RAG: Zero-Shot Retrieval-Augmented Time Series Forecasting via Cross-Attention
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
AdaTKG: Adaptive Memory for Temporal Knowledge Graph Reasoning
by: Lee, Seunghan, et al.
Published: (2026)
by: Lee, Seunghan, et al.
Published: (2026)
THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics
by: Lee, Hoyoung, et al.
Published: (2025)
by: Lee, Hoyoung, et al.
Published: (2025)
VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting
by: Kang, Junhyeok, et al.
Published: (2025)
by: Kang, Junhyeok, et al.
Published: (2025)
JenGAN: Stacked Shifted Filters in GAN-Based Speech Synthesis
by: Cho, Hyunjae, et al.
Published: (2024)
by: Cho, Hyunjae, et al.
Published: (2024)
Seo Series I: Analytic Stability and the Velocity Gap – An Unconditional Proof of the Riemann Hypothesis via Geometric Barrier
by: Seo, Wonbin
Published: (2025)
by: Seo, Wonbin
Published: (2025)
FEATHer: Fourier-Efficient Adaptive Temporal Hierarchy Forecaster for Time-Series Forecasting
by: Lee, Jaehoon, et al.
Published: (2026)
by: Lee, Jaehoon, et al.
Published: (2026)
Aligning Large Language Models by On-Policy Self-Judgment
by: Lee, Sangkyu, et al.
Published: (2024)
by: Lee, Sangkyu, et al.
Published: (2024)
Synthesis of Linear and Cyclic Poly(allenamer)s by Powerful Cyclic–Alkyl–Amino–Carbene (CAAC) Ruthenium Catalysts and Facile Post‐modification
by: Yongkang Yang, et al.
Published: (2025)
by: Yongkang Yang, et al.
Published: (2025)
Align While Search: Belief-Guided Exploratory Inference for World-Grounded Embodied Agents
by: Bae, Seohui, et al.
Published: (2025)
by: Bae, Seohui, et al.
Published: (2025)
REVECA: Adaptive Planning and Trajectory-based Validation in Cooperative Language Agents using Information Relevance and Relative Proximity
by: Seo, SeungWon, et al.
Published: (2024)
by: Seo, SeungWon, et al.
Published: (2024)
Nursing experiences and knowledge of paediatric delirium: Analysing knowledge‐practice gaps
by: Soonyoung Shon, et al.
Published: (2024)
by: Soonyoung Shon, et al.
Published: (2024)
1111111
by: Seo, Wonbin
Published: (2025)
by: Seo, Wonbin
Published: (2025)
Talk3D: High-Fidelity Talking Portrait Synthesis via Personalized 3D Generative Prior
by: Ko, Jaehoon, et al.
Published: (2024)
by: Ko, Jaehoon, et al.
Published: (2024)
Harmonic Dataset Distillation for Time Series Forecasting
by: Hong, Seungha, et al.
Published: (2026)
by: Hong, Seungha, et al.
Published: (2026)
Rethinking the Role of Proxy Rewards in Language Model Alignment
by: Kim, Sungdong, et al.
Published: (2024)
by: Kim, Sungdong, et al.
Published: (2024)
Multimodal Forecasting for Commodity Prices Using Spectrogram-Based and Time Series Representations
by: Park, Soyeon, et al.
Published: (2026)
by: Park, Soyeon, et al.
Published: (2026)
Highly Stretchable Thermoelectric Fiber with Embedded Copper(I) Iodide Nanoparticles for a Multimodal Temperature, Strain, and Pressure Sensor in Wearable Electronics
by: Kukro Yoon, et al.
Published: (2024)
by: Kukro Yoon, et al.
Published: (2024)
ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images
by: Kim, Sangwook, et al.
Published: (2025)
by: Kim, Sangwook, et al.
Published: (2025)
VLF-MSC: Vision-Language Feature-Based Multimodal Semantic Communication System
by: Ahn, Gwangyeon, et al.
Published: (2025)
by: Ahn, Gwangyeon, et al.
Published: (2025)
PIDLoc: Cross-View Pose Optimization Network Inspired by PID Controllers
by: Lee, Wooju, et al.
Published: (2025)
by: Lee, Wooju, et al.
Published: (2025)
VIRD: View-Invariant Representation through Dual-Axis Transformation for Cross-View Pose Estimation
by: Park, Juhye, et al.
Published: (2026)
by: Park, Juhye, et al.
Published: (2026)
Routing Sensitivity Without Controllability: A Diagnostic Study of Fairness in MoE Language Models
by: Lee, Junhyeok, et al.
Published: (2026)
by: Lee, Junhyeok, et al.
Published: (2026)
High-Density Automated Valet Parking with Relocation-Free Sequential Operations
by: Choe, Bon, et al.
Published: (2026)
by: Choe, Bon, et al.
Published: (2026)
Fisheye-Calib-Adapter: An Easy Tool for Fisheye Camera Model Conversion
by: Lee, Sangjun
Published: (2024)
by: Lee, Sangjun
Published: (2024)
UniCast: A Unified Framework for Instance-Conditioned Multimodal Time-Series Forecasting
by: Park, Sehyuk, et al.
Published: (2025)
by: Park, Sehyuk, et al.
Published: (2025)
GaussianTalker: Real-Time High-Fidelity Talking Head Synthesis with Audio-Driven 3D Gaussian Splatting
by: Cho, Kyusun, et al.
Published: (2024)
by: Cho, Kyusun, et al.
Published: (2024)
P2VA: Converting Persona Descriptions into Voice Attributes for Fair and Controllable Text-to-Speech
by: Lee, Yejin, et al.
Published: (2025)
by: Lee, Yejin, et al.
Published: (2025)
ThinkBrake: Efficient Reasoning via Log-Probability Margin Guided Decoding
by: Song, Sangjun, et al.
Published: (2025)
by: Song, Sangjun, et al.
Published: (2025)
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
by: Bae, Kyungho, et al.
Published: (2025)
by: Bae, Kyungho, et al.
Published: (2025)
citecheck: An MCP Server for Automated Bibliographic Verification and Repair in Scholarly Manuscripts
by: Lee, Junhyeok
Published: (2026)
by: Lee, Junhyeok
Published: (2026)
ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting
by: Seo, Hyunwoo, et al.
Published: (2025)
by: Seo, Hyunwoo, et al.
Published: (2025)
Universal Time-Series Representation Learning: A Survey
by: Trirat, Patara, et al.
Published: (2024)
by: Trirat, Patara, et al.
Published: (2024)
Continual Collaborative Distillation for Recommender System
by: Lee, Gyuseok, et al.
Published: (2024)
by: Lee, Gyuseok, et al.
Published: (2024)
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
by: Lee, Minjae, et al.
Published: (2026)
by: Lee, Minjae, et al.
Published: (2026)
DynaTok: Temporally Adaptive and Positional Bias-Aware Token Compression for Video-LLMs
by: Park, Minyoung, et al.
Published: (2026)
by: Park, Minyoung, et al.
Published: (2026)
Similar Items
-
Channel-wise Retrieval for Multivariate Time Series Forecasting
by: Kang, Junhyeok, et al.
Published: (2026) -
FinTexTS: Financial Text-Paired Time-Series Dataset via Semantic-Based and Multi-Level Pairing
by: Lee, Jaehoon, et al.
Published: (2026) -
FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models
by: Lee, Seunghan, et al.
Published: (2026) -
Cross-RAG: Zero-Shot Retrieval-Augmented Time Series Forecasting via Cross-Attention
by: Lee, Seunghan, et al.
Published: (2026) -
Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion
by: Lee, Seunghan, et al.
Published: (2026)