Yunan Yang

4 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICLR (3) ICML (1)

Top co-authors

Björn Engquist (2) Chuan Liu (1) Roberto Molinaro (1) Tong Geng (1) Michael Huang (1) Ruibing Song (1) Kui Ren (1) Chunshu Wu (1) Alex Townsend (1) Ang Li (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (2) Architectures (2) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Core Methods (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

generalization error (2) graph learning (1) energy minimization (1) kernel regression (1) dynamical system (1) inverse problem (1) partial differential equation (1) sobolev norm (1) fourier neural operator (1) quadrature rule (1) overparameterized neural network (1) weighted least square (1) overparameterized regime (1) graph neural network (1) feature regression (1) frequency bia (1) neural tangent kernel (1) nature-powered computing (1)

Papers

Extending Power of Nature from Binary to Real-Valued Graph Learning in Real World ICLR 2024 Neural Inverse Operators for Solving PDE Inverse Problems ICML 2023 Tuning Frequency Bias in Neural Network Training with Nonuniform Data ICLR 2023 A Generalized Weighted Optimization Method for Computational Learning and Inversion ICLR 2022