Oral "neural ordinary differential equations" Papers

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Conference

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Paper Type

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Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems

jindong tian, Yuxuan Liang, Ronghui Xu et al.

ICLR 2025oralarXiv:2410.19892
18
citations

DyCAST: Learning Dynamic Causal Structure from Time Series

Yue Cheng, Bochen Lyu, Weiwei Xing et al.

ICLR 2025oral
1
citations

Neural Fractional Attention Differential Equations

Qiyu Kang, Wenjun Cui, Xuhao Li et al.

NEURIPS 2025oral

Neuro-Spectral Architectures for Causal Physics-Informed Networks

Arthur Bizzi, Leonardo Moreira, Márcio Marques et al.

NEURIPS 2025oralarXiv:2509.04966
1
citations

From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems

Xin Li, Jingdong Zhang, Qunxi Zhu et al.

ICML 2024oralarXiv:2405.11542
7
citations

How Deep Do We Need: Accelerating Training and Inference of Neural ODEs via Control Perspective

Keyan Miao, Konstantinos Gatsis

ICML 2024oral