Naoki Nishikawa

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NIPS (2) ICLR (1)

Top co-authors

Taiji Suzuki (4) Denny Wu (2) Kenji Yamanishi (1) Ryotaro Kawata (1) Yujin Song (1) Yuichi Ike (1) Atsushi Nitanda (1) Kazusato Oko (1) Yuri Kinoshita (1) Kohsei Matsutani (1)

Keywords

point cloud (1) persistent homology (1) topological feature (1) filtration learning (1) isometry invariance (1)

Papers

State Space Models are Provably Comparable to Transformers in Dynamic Token Selection ICLR 2025

Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning ICML 2025

Nonlinear transformers can perform inference-time feature learning ICML 2025

Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds NIPS 2023

Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime NIPS 2022