Authors

Jinzhou Tang

Publications 2

Preprint Open access

Video2World: Benchmarking Coding Agents for Interactive World Modeling from Embodied Videos

Jinzhou Tang, Zijun Zhang, Jing Yang et al. · 2026

Building interactive simulators from real-world observations is a promising way to scale embodied data, but current pipelines still rely heavily on manual environment construction and calibration. We study whether frontier foundation models and coding agents can automate this process end to end. We formulate \emph{auto …

Preprint Open access

Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States

Zixuan Wang, Yufan Zhou, Jinzhou Tang et al. · 2026

As language models become more capable, long-term collaboration in learning, reasoning, and decision-making calls for a deeper understanding of the people they serve. Yet training such human-aware language models faces a fundamental supervision gap because current datasets for LLM assistant training contain few if any …

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