2025 "long sequence modeling" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification

Jingwei Zhang, Anh Tien Nguyen, Xi Han et al.

CVPR 2025posterarXiv:2412.00678
20
citations

Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling

Dehao Zhang, Malu Zhang, Shuai Wang et al.

NeurIPS 2025oralarXiv:2509.17186
2
citations

Training Free Exponential Context Extension via Cascading KV Cache

Jeff Willette, Heejun Lee, Youngwan Lee et al.

ICLR 2025posterarXiv:2406.17808
3
citations

Why RoPE Struggles to Maintain Long-Term Decay in Long Sequences?

Wei Shen, Chao Yin, Yuliang Liu et al.

ICLR 2025poster

ZETA: Leveraging $Z$-order Curves for Efficient Top-$k$ Attention

Qiuhao Zeng, Jierui Huang, Peng Lu et al.

ICLR 2025posterarXiv:2501.14577
5
citations