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Yingyu Liang

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, 3:11 AM AMS

9

papers

195

total citations

papers (9)

Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles

NEURIPS 2021arXiv

What Knowledge Gets Distilled in Knowledge Distillation?

NEURIPS 2023arXiv

Functional Regularization for Representation Learning: A Unified Theoretical Perspective

NEURIPS 2020arXiv

Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective

Provable Guarantees for Neural Networks via Gradient Feature Learning

NEURIPS 2023arXiv

Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies

Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities

Learning to Inference Adaptively for Multimodal Large Language Models

Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning

NEURIPS 2025arXiv