Author

Guanchen Li

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Preprint Oct 2026

SliMOO: Interpretable Multi-Objective Evolutionary Search for LLM Depth Pruning

As large language models (LLMs) grow more powerful, their scale makes them costly to serve. Depth pruning offers a practical route to efficiency by directly reducing memory and latency without hardware-specific support. However, we observe that transformer layers exhibit markedly different task-dependent layer contribu...

Guan-Chen Li, Yi-Xing Xu, Xuan-Wu Yin et al. · 0 citations

Open access Aug 2026

Occlusion Removal in Remote Sensing Images Based on Deep Matrix Completion

Experimental results demonstrate that the proposed method consistently outperforms conventional matrix completion methods and achieves competitive performance compared with recent deep learning approaches, particularly under random missing patterns and high missing-rate scenarios.

Jie He, Zijian Lin, Tian-Yao Huang et al. · Remote Sensing · 0 citations