Publications

Yujia Zheng, Tianhao Li, Haotian Huang, Tianyu Zeng, Jingyu Lu, Chuangxin Chu, Yuekai Huang, Ziyou Jiang, Qian Xiong, Yuyao Ge 葛钰峣, Mingyang Li (2025). Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in Large Language Models. arXiv.

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Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge 葛钰峣, Zhecheng Li, Xueqi Cheng (2025). Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP) Oral, 2025 (CCF-B).

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Lizhe Chen, Binjia Zhou, Yuyao Ge 葛钰峣, Jiayi Chen, Shiguang Ni (2025). PIS:Linking Importance Sampling and Attention Mechanisms for Efficient Prompt Compression. arXiv.

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Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Yuyao Ge 葛钰峣, Jun Wan, Yurong Wu, Xueqi Cheng (2025). a1: Steep Test-time Scaling Law via Environment Augmented Generation. arXiv.

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Guangzi Zhang, Lizhe Chen, Yu Zhang, Yan Liu, Yuyao Ge 葛钰峣, Xingquan Cai (2024). Translating Words to Worlds: Zero-Shot Synthesis of 3D Terrain from Textual Descriptions Using Large Language Models. Multimedia Tools and Applications (SCI Q1).

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Lizhe Chen, Yan Hu, Yu Zhang, Yuyao Ge 葛钰峣, Haoyu Zhang, Xingquan Cai (2024). Frequency-Importance Gaussian Splatting for Real-Time Lightweight Radiance Field Rendering. Multimedia Tools and Applications (SCI Q2, CCF-C).

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