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Guangyin Jin

3 accepted papers

2025

Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting

NeurIPS 2025poster

Air pollution remains one of the most critical environmental challenges globally, posing severe threats to public health, ecological sustainability, and climate governance. While existing physics-based and data-driven models have made progress in air quality forecasting, they often struggle to joint…

Cited by 0SourceScholar
2025

Synergistic Prompting for Robust Visual Recognition with Missing Modalities

ICCV 2025poster

Large-scale multi-modal models have demonstrated remarkable performance across various visual recognition tasks by leveraging extensive paired multi-modal training data. However, in real-world applications, the presence of missing or incomplete modality inputs often leads to significant performance…

Cited by 0SourcePDFScholar
2023

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

AAAI 2023technical

Traffic congestion event prediction is an important yet challenging task in intelligent transportation systems. Many existing works about traffic prediction integrate various temporal encoders and graph convolution networks (GCNs), called spatio-temporal graph-based neural networks, which focus on p…

Cited by 33SourcePDFScholar