Ruijia Niu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Active Learning

Stochastic Simulation

Selective Sampling

Top Venues

Publications

Ruijia Niu, Dongxia Wu, Kai Kim, Yi-An Ma, Duncan Watson-Parris, Rose Yu
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling. CoRR (2024)
Dongxia Wu, Nikki Lijing Kuang, Ruijia Niu, Yi-An Ma, Rose Yu
Diff-BBO: Diffusion-Based Inverse Modeling for Black-Box Optimization. CoRR (2024)
Hong Tang, Yixin Zhao, Lijuan Wen, Matti Leppäranta, Ruijia Niu, Xiang Fu
Modeling Climate Characteristics of Qinghai Lake Ice in 1979-2017 by a Quasi-Steady Model. Remote. Sens. 16 (10) (2024)
Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Yian Ma, Rose Yu
Disentangled Multi-Fidelity Deep Bayesian Active Learning. ICML (2023)
Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu
Deep Bayesian Active Learning for Accelerating Stochastic Simulation. KDD (2023)
Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Yian Ma, Rose Yu
Disentangled Multi-Fidelity Deep Bayesian Active Learning. CoRR (2023)