Publications

Lingrui Mei, Shenghua Liu, Yiwei Wang, Yuyao Ge 葛钰峣, Baolong Bi, Jiayu Yao, Jun Wan, Ziling Yin, Jiafeng Guo, Xueqi Cheng (2026). Gated Differentiable Working Memory for Long-Context Language Modeling. arXiv preprint arXiv:2601.12906.

Baolong Bi, Shenghua Liu, Yiwei Wang, Siqian Tong, Lingrui Mei, Yuyao Ge 葛钰峣, Yilong Xu, Jiafeng Guo, Xueqi Cheng (2025). Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning. arXiv preprint arXiv:2511.12344.

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.

PDF Cite DOI arXiv

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).

PDF Cite DOI arXiv

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.

PDF Cite DOI arXiv

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.

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).

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).

Yuyao Ge 葛钰峣, Zhongguo Yang, Lizhe Chen, Yiming Wang, Chengyang Li (2023). Attack based on data : A novel perspective to attack sensitive points directly. Cybersecurity (CCF-C).

PDF Cite Dataset DOI