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Ruijia Niu

2 papers · 2023–2024 · 1 venue · 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.

Venues

ICML (2)

Top co-authors

Dongxia Wu (2) Yian Ma (2) Rose Yu (2) Duncan Watson-Parris (1) Kai Kim (1) Matteo Chinazzi (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

partial differential equation (2) disentangled representation (1) surrogate model (1) climate modeling (1) surrogate modeling (1) multi-fidelity learning (1) multi-fidelity active learning (1) deep bayesian active learning (1) decoders (1) multi-fidelity (1) bayesian active learning (1) residual neural processes (1)

Papers

Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling ICML 2024 Disentangled Multi-Fidelity Deep Bayesian Active Learning ICML 2023