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Han-Yu Li

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#artificial intelligence Preprint Oct 2026

The World Won't Wait: Evaluating and Teaching Agents Under a Live Clock

Large language model (LLM) agents can solve complex interactive tasks, yet reasoning and tool calls take time. In continuously changing environments, an otherwise correct action may arrive too late. We introduce RealtimeBench, with 180 tasks across six game types, to evaluate agents while games continue running during...

Ning-Xin Pan, Han-Yu Li, Ye-Qing Shen et al. · 0 citations
Preprint Aug 2026

ComplexityWorld: Benchmarking Vision-Language Models on Verifiable Visual Decision Making

Vision-language models (VLMs) have made rapid progress in visual perception and increasingly support real-world tasks that depend on images. Many such tasks, however, require more than rec- ognizing what an image contains: a model must use visual evidence to make a complete decision whose parts jointly satisfy global c...

Ning-Xin Pan, Han-Yu Li, Ye-Hui Tang · 0 citations

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