NEURIPS "long-context modeling" Papers

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Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access

Xiang Hu, Jiaqi Leng, Jun Zhao et al.

NEURIPS 2025posterarXiv:2504.16795
2
citations

Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation

Szymon Płotka, Gizem Mert, Maciej Chrabaszcz et al.

NEURIPS 2025posterarXiv:2507.06363
1
citations

Rope to Nope and Back Again: A New Hybrid Attention Strategy

Bowen Yang, Bharat Venkitesh, Dwaraknath Gnaneshwar Talupuru et al.

NEURIPS 2025posterarXiv:2501.18795
20
citations

SkyLadder: Better and Faster Pretraining via Context Window Scheduling

Tongyao Zhu, Qian Liu, Haonan Wang et al.

NEURIPS 2025posterarXiv:2503.15450
2
citations

Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels

Maximilian Beck, Korbinian Pöppel, Phillip Lippe et al.

NEURIPS 2025posterarXiv:2503.14376
8
citations