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Naoki Nishikawa

PhD student, Graduate School of Information Science and Technology, The University of Tokyo

2 papers at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers

#4001 Spotlight · Ryotaro Kawata, Yujin Song, Alberto Bietti, Naoki Nishikawa, Taiji Suzuki, Samuel Vaiter, Denny Wu

Degrees of Freedom for Linear Attention: Distilling Softmax Attention with Optimal Feature Efficiency

#3513 · Naoki Nishikawa, Rei Higuchi, Taiji Suzuki