NEURIPS 2025 "model efficiency" Papers

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First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training

Gyudong Kim, Hyukju Na, Jin Kim et al.

NEURIPS 2025poster

Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM

Yongqiang Yao, Jingru Tan, Kaihuan Liang et al.

NEURIPS 2025poster
2
citations

Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention

Chong You, Kan Wu, Zhipeng Jia et al.

NEURIPS 2025poster
2
citations