"transformer efficiency" Papers

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Attribution-Driven Adaptive Token Pruning for Transformers

YAOYAO YAN, Hui Yu, Weizhi Xu

NeurIPS 2025poster

Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

Yongxin Guo, Zhenglin Cheng, Xiaoying Tang et al.

ICLR 2025posterarXiv:2405.14297
33
citations

FlashBias: Fast Computation of Attention with Bias

Haixu Wu, Minghao Guo, Yuezhou Ma et al.

NeurIPS 2025posterarXiv:2505.12044
1
citations

Fourier Token Merging: Understanding and Capitalizing Frequency Domain for Efficient Image Generation

Jiesong Liu, Xipeng Shen

NeurIPS 2025poster

LevAttention: Time, Space and Streaming Efficient Algorithm for Heavy Attentions

Ravindran Kannan, Chiranjib Bhattacharyya, Praneeth Kacham et al.

ICLR 2025posterarXiv:2410.05462
1
citations

DiJiang: Efficient Large Language Models through Compact Kernelization

Hanting Chen, Liuzhicheng Liuzhicheng, Xutao Wang et al.

ICML 2024poster

SLAB: Efficient Transformers with Simplified Linear Attention and Progressive Re-parameterized Batch Normalization

Jialong Guo, Xinghao Chen, Yehui Tang et al.

ICML 2024poster