Ruijia Niu

According to our database, Ruijia Niu authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Modeling Climate Characteristics of Qinghai Lake Ice in 1979-2017 by a Quasi-Steady Model.

Hong Tang, Yixin Zhao, Lijuan Wen, Matti Leppäranta, Ruijia Niu, Xiang Fu

Remote. Sens., May, 2024

Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs.

Ruijia Niu, Dongxia Wu, Rose Yu, Yi-An Ma

CoRR, 2024

Diff-BBO: Diffusion-Based Inverse Modeling for Black-Box Optimization.

Dongxia Wu, Nikki Lijing Kuang, Ruijia Niu, Yi-An Ma, Rose Yu

CoRR, 2024

Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling.

Ruijia Niu, Dongxia Wu, Kai Kim, Yian Ma, Duncan Watson-Parris, Rose Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Deep Bayesian Active Learning for Accelerating Stochastic Simulation.

Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Alessandro Vespignani, Yi-An Ma, Rose Yu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Disentangled Multi-Fidelity Deep Bayesian Active Learning.

Dongxia Wu, Ruijia Niu, Matteo Chinazzi, Yi-An Ma, Rose Yu

Proceedings of the International Conference on Machine Learning, 2023