Author

Hongjie Zhang

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Preprint Aug 2026

MetaReason: Precise Interleaved Multimodal Reasoning via Editing Meta Information for Solving Geometry Problems

This work proposes MetaReason, a framework for multimodal reasoning in plane geometry that leverages structured meta-information to enable accurate auxiliary-line construction and demonstrates that MetaReason significantly outperforms existing open-source models and achieves competitive performance against proprietary...

Penghao Yin, Haomin Wang, Qihong Tang et al. · 0 citations

Preprint Aug 2026

ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

Existing scaling strategies for Multimodal Large Language Models (MLLMs) typically expand either model parameters or sequential inference computation, incurring substantial memory or latency overhead. More importantly, most existing methods fail to alter the rigid, fixed computation allocation between the Vision Transf...

Yang Yang, Qinyu Zhao, Mou-Xiang Chen et al. · 0 citations