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Liu Ziyin

1

Affiliations

Affiliations

MIT

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 15, 2026, 12:40 AM AMS

6

papers

288

total citations

papers (6)

Neural Networks Fail to Learn Periodic Functions and How to Fix It

NEURIPS 2020arXiv

Exact Solutions of a Deep Linear Network

NEURIPS 2022arXiv

Posterior Collapse of a Linear Latent Variable Model

NEURIPS 2022arXiv

Symmetry Induces Structure and Constraint of Learning

Formation of Representations in Neural Networks

Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning

NEURIPS 2025arXiv