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Author

Yonglong Tian

2 papers indexed here

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Preprint Aug 2026

Beyond Correctness: Benchmarking and Aligning Response Behaviors in Hybrid-Thinking MLLMs

Hybrid-thinking multimodal large language models (MLLMs) allow a single model to alternate between deliberative thinking and latency-efficient non-thinking inference. Although these modes differ in reasoning budget, their delivered responses should satisfy the same user-facing standard. Correctness alone may not charac...

Xinming Wang, Wei-Nong Wang, Hongming Yang et al. · 1 citation · ⚡1
Preprint Aug 2026

Visual General Intelligence: A White Paper

This paper reconsiders intelligence from a vision-centered perspective and examines whether intelligence emerging from visual experience and learning may provide a pathway toward AGI. In the language domain, beginning with the introduction of the Transformer architecture, the GPT series has demonstrated transfer to uns...

Hirokatsu Kataoka, Yoshihiro Fukuhara, Yonglong Tian et al. · 0 citations

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