Yiping Lu

Employment

• Northwestern University Tenure Track Assistant Professor
  2024 - Present
• Courant Institute of Mathematical Sciences Courant Instructor
  2023 - 2024
• Stanford University Phd student
  2019 - Present
• Peking University B.S.
  2015 - 2019

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• An Unconstrained Layer-Peeled Perspective on Neural Collapse
  2021
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• A Mean-field Analysis of Deep ResNet and Beyond: Towards Provable Optimization Via Overparameterization From Depth
  2020
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• Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network
  2019
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• Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View
  2019
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• You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle
  2019
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• CURE: Curvature Regularization For Missing Data Recovery
  2019
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• PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network
  2018 DOI: 10.1016/j.jcp.2019.108925
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• Dynamically Unfolding Recurrent Restorer: A Moving Endpoint Control Method for Image Restoration
  2018
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• Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations
  2017
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• PDE-Net: Learning PDEs from Data
  2017
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