NeurIPS 2025 "inference efficiency" Papers

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Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation

Qijiong Liu, Jieming Zhu, Lu Fan et al.

NeurIPS 2025posterarXiv:2503.05493
4
citations

Depth-Width Tradeoffs for Transformers on Graph Tasks

Gilad Yehudai, Clayton Sanford, Maya Bechler-Speicher et al.

NeurIPS 2025spotlight

RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation

Boyuan Cao, Jiaxin Ye, Yujie Wei et al.

NeurIPS 2025spotlightarXiv:2410.06055
9
citations

Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization

Guanchen Li, Yixing Xu, Zeping Li et al.

NeurIPS 2025posterarXiv:2503.09657
6
citations