Spotlight "sequence modeling" Papers

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poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data

Tianyi Chen, Pengxiao Lin, Zhiwei Wang et al.

NEURIPS 2025spotlightarXiv:2509.17514
1
citations

EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling

Jia-Hua Lee, Bor-Jiun Lin, Wei-Fang Sun et al.

NEURIPS 2025spotlightarXiv:2502.00466
2
citations

Improving Bilinear RNN with Closed-loop Control

Jiaxi Hu, Yongqi Pan, Jusen Du et al.

NEURIPS 2025spotlightarXiv:2506.02475
3
citations

Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models

Benjamin Walker, Lingyi Yang, Nicola Muca Cirone et al.

NEURIPS 2025spotlightarXiv:2505.17761
8
citations

Tensor Product Attention Is All You Need

Yifan Zhang, Yifeng Liu, Huizhuo Yuan et al.

NEURIPS 2025spotlightarXiv:2501.06425
34
citations

What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains

Chanakya Ekbote, Ashok Vardhan Makkuva, Marco Bondaschi et al.

NEURIPS 2025spotlightarXiv:2508.07208
1
citations

ZeroS: Zero‑Sum Linear Attention for Efficient Transformers

Jiecheng Lu, Xu Han, Yan Sun et al.

NEURIPS 2025spotlightarXiv:2602.05230

Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions

Yongqiang Cai

ICML 2024spotlightarXiv:2305.12205
11
citations