Haoyu Sun

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

While augmenting Multimodal Large Language Models (MLLMs) with tools is a promising direction, current approaches face critical limitations. They often rely on single, atomic tools, failing to address the challenges of multi-turn planning, and they do not equip models with the ability to select effe…