ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Naoki Nishikawa

Naoki Nishikawa

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

7

papers

23

total citations

papers (7)

Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds

NEURIPS 2023arXiv

State Space Models are Provably Comparable to Transformers in Dynamic Token Selection

Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning

When Does Metadata Conditioning (NOT) Work for Language Model Pre-Training? A Study with Context-Free Grammars

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

NEURIPS 2025arXiv

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

NEURIPS 2025arXiv

Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime