conftrace_

Yahong Yang

4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) NIPS (2)

Top co-authors

Yang Xiang (2) Wenrui Hao (2) Juncai He (1) Chuqi Chen (1) Xinliang Liu (1) Haizhao Yang (1)

Keywords

generalization error (1) deep neural network (1) operator learning (1) nonlinear partial differential equation (1) neural operator (1) scientific machine learning (1) vapnik-chervonenkis dimension (1) sobolov space (1) newton solver (1)

Papers

Learn Singularly Perturbed Solutions via Homotopy Dynamics ICML 2025 Newton Informed Neural Operator for Solving Nonlinear Partial Differential Equations NIPS 2024 Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss ICML 2024 Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives NIPS 2023