"algorithmic problems" Papers

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Adaptive Transformer Programs: Bridging the Gap Between Performance and Interpretability in Transformers

Quoc-Vinh Lai-Dang, Taemin Kang, Seungah Son

ICLR 2025

Depth-Width Tradeoffs for Transformers on Graph Tasks

Gilad Yehudai, Clayton Sanford, Maya Bechler-Speicher et al.

NEURIPS 2025spotlight

RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval

Kaiyue Wen, Xingyu Dang, Kaifeng Lyu

ICLR 2025arXiv:2402.18510
51
citations