Qipeng Zhu

2 accepted papers

2026

UniAPO: Unified Multimodal Automated Prompt Optimization

Qipeng Zhu, Yanzhe Chen, Huasong Zhong, Jie Chen, Yan Li, Zhixin Zhang +2

AAAI 2026technical

Prompting is fundamental to unlocking the full potential of large language models. To automate and enhance this process, automatic prompt optimization (APO) has been developed, demonstrating effectiveness primarily in text-only input scenarios. However, extending existing APO methods to multimodal t

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2025

GMV: A Unified and Efficient Graph Multi-View Learning Framework

Qipeng zhu, Jie Chen, Jian Pu, Junping Zhang

NeurIPS 2025poster

Graph Neural Networks (GNNs) are pivotal in graph classification but often struggle with generalization and overfitting. We introduce a unified and efficient Graph Multi-View (GMV) learning framework that integrates multi-view learning into GNNs to enhance robustness and efficiency. Leveraging the l…

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