Author

Jianming Feng

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Review Jul 2026

HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows

HydroAgent is proposed, a skill-orchestrated agent framework that embeds Large Language Models (LLMs) into a model-driven flood forecasting workflow, where each skill encodes explicit rules to bound LLM reasoning, demonstrating how explicit rule boundaries can guide language model reasoning to complement physically based simulation in next-generation flood forecasting.

Qingyi Yang, S. Qiu, Bingyao Li et al. · arXiv.org · 0 citations

Jul 2026

Infinity-Parser2 Technical Report

This work presents Infinity-Parser2, a large multimodal model that couples a controllable data-synthesis pipeline with multi-task reinforcement learning for end-to-end document parsing, addressing the persistent scarcity of faithfully annotated parsing corpora.

Zuming Huang, Jun Huang, Kexuan Ren et al. · arXiv.org · 1 citation