Zilin Wang

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Training Efficiency & Optimization (2)Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Alexander D. Goldie (1)Adrian Hayler (1)Deepak Nathani (1)Edan Toledo (1)

Papers (2)

Mar 18, 2026

Alexander D. Goldie +17Mar 18, 2026·also Apple ML, UCSB

Procedural Generation of Algorithm Discovery Tasks in Machine Learning

Stop benchmarking algorithm discovery on the same old saturated datasets: DiscoGen offers millions of fresh, configurable tasks to truly test your ADA.

Alexander D. Goldie, Zilin Wang, Adrian Hayler +15

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Training Efficiency & Optimization

Feb 23, 2026

Feb 23, 2026·also Key Laboratory of Cyberspace Security, NUDT

Smoothness Adaptivity in Constant-Depth Neural Networks: Optimal Rates via Smooth Activations

Smooth activation functions unlock smoothness adaptivity in constant-depth neural networks, achieving minimax-optimal statistical rates without needing depth increases like ReLU networks.

Yuhao Liu, Zilin Wang, Lei Wu +1

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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Zilin Wang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)