Genko 原稿Back to edition

Monday, 2 Nov 2026 · cs.LG · agents

IMRouter: Imbalance-aware Temporal Pattern Routing for LLM-based Time Series Forecasting

Accurate time series forecasting (TSF) is essential for Web applications, such as traffic monitoring and online resource management.

By Xin Yang, Cai Xu, Haishun Chen et al · 1-minute read

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39246cs.LG

More from this edition

Surprise Alone Learns Lies: Evidence-Gated Continual Learning for LLMs from Streaming ClaimsHow Specific Do I Need to Be? Effects of User Query Underspecification on Deep Research AgentsYoutu-Parsing-Omni: One Encoder, One Schema, All ModalitiesIncentivizing Self-Learning in Large Language Models via Reinforcement Learning