Author

Ji-rong Wen

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Preprint Sep 2026

Gestalt: Large Multimodal Interplay Model

In this paper, we propose Gestalt, a new paradigm of large multimodal model built around multimodal interplay. Despite rapid advances, large multimodal models are reaching a bottleneck: existing approaches focus primarily on accommodating additional modalities while overlooking the distinct characteristics of each moda...

Ze-Qun Yang, Yu-Zhuo Miao, Hao-Cheng Ni et al. · 0 citations

Jul 2026

AMTFV: Agentic Mathematical Tool-Flow Verification for LLM Self-Correction

Experimental results show that AMTFV outperforms the representative baselines evaluated in this study overall; under an individual model configuration, it improves average accuracy over the strongest baseline by up to 8.3 percentage points.

Rui-Zheng Zou, Yutao Zhu, Mengqi Wei et al. · arXiv.org · 0 citations