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Author

Ruijia Niu

Observed name: Niu, Ruijia
ORCID: 0009-0005-8587-6208
Observed ORCID: 0009-0005-8587-6208
OpenAlex ID: A5102729069
Multi-Fidelity Residual Neural Processes for Scalable Surrogate Modeling
2024 · Niu, Ruijia, Wu, Dongxia, et al. · arXiv (Cornell University) · 11
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Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization
2024 · Wu, Dongxia, Kuang, Nikki Lijing, et al. · arXiv (Cornell University) · 9
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Zephyrus: An Agentic Framework for Weather Science
2025 · Varambally, Sumanth, Fisher, Marshall, et al. · arXiv (Cornell University) · 8
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Deep Bayesian Active Learning for Accelerating Stochastic Simulation
2023 · Dongxia Wu, Ruijia Niu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 7
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Functional-level Uncertainty Quantification for Calibrated Fine-tuning on LLMs
2024 · Niu, Ruijia, Wu, Dongxia, et al. · arXiv (Cornell University) · 6
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Disentangled Multi-Fidelity Deep Bayesian Active Learning
2023 · Wu, Dongxia, Niu, Ruijia, et al. · arXiv (Cornell University) · 5
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Calibrating LLMs with Semantic-level Reward
2026 · Yu, Fengfei, Niu, Ruijia, et al. · arXiv (Cornell University) · 1
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EMMA: Structured Episodic Memory for Multi-Agent Workflow Synthesis
2026 · Niu, Ruijia, Liu, Kaiwen, et al. · arXiv (Cornell University)
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Works count: 9
Citation count: 49
H-index: 5
I10-index: 1
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