Xihaier Luo

OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning

FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics

Spatial Deconfounder: Interference-Aware Deconfounding for Spatial Causal Inference

STACI: Spatio-Temporal Aleatoric Conformal Inference

GST-UNet: A Neural Framework for Spatiotemporal Causal Inference with Time-Varying Confounding

SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields

Scale-Invariant Continuous Implicit Neural Representations For Object Counting

$One Stone Three Birds:$ Three-Dimensional Implicit Neural Network for Compression and Continuous Representation of Multi-Altitude Climate Data