2025 "training acceleration" Papers

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CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models

Zhihang Lin, Mingbao Lin, Yuan Xie et al.

NeurIPS 2025posterarXiv:2503.22342
47
citations

EVOS: Efficient Implicit Neural Training via EVOlutionary Selector

Weixiang Zhang, Shuzhao Xie, Chengwei Ren et al.

CVPR 2025posterarXiv:2412.10153
6
citations

FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic

Kanghyun Choi, Hyeyoon Lee, Sunjong Park et al.

NeurIPS 2025arXiv:2510.24061

MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization

Da Chang, Ganzhao Yuan

NeurIPS 2025spotlight

Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping

Weili Zeng, Ziyuan Huang, Kaixiang Ji et al.

ICCV 2025posterarXiv:2503.21817
4
citations