Sizhen Niu

The latest research papers by Sizhen Niu, gathered from arXiv, OpenAlex, Semantic Scholar and more. Follow Sizhen Niu on Distill AI and their newest work surfaces at the top of your feed the moment it’s published — never miss a paper.

Recent papers

• SOAR: Smooth Online Activation Routing for Stable Neural Learning from Evolving Streams
  Sizhen Niu · Open MIND · Dec 31, 2026

  Online neural learning requires models that update after each incoming example, remain calibrated under distributional change, and avoid brittle gradient transmission. The original version of this work used a small static benchmark, a shall…

• SOAR: Smooth Online Activation Routing for Stable Neural Learning from Evolving Streams
  Sizhen Niu · Knowledge Commons (Lakehead University) · Dec 31, 2026

  Online neural learning requires models that update after each incoming example, remain calibrated under distributional change, and avoid brittle gradient transmission. The original version of this work used a small static benchmark, a shall…