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20232026
most citedGraph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective

2 citations · 2 across the 11 of their papers we have counts for

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cs.AI2026

AirQualityBench: A Realistic Evaluation Benchmark for Global Air Quality Forecasting

Xing Xu, Xu Wang, Yudong Zhang +3

Air-quality forecasting models are commonly evaluated on regional, preprocessed, and normalized datasets, where missing observations are removed or artificially completed. Such pro…

cs.AI2025

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation

Jiayue Liu, Zhongchao Yi, Zhengyang Zhou +4

Discovering regularities from spatiotemporal systems can benefit various scientific and social planning. Current spatiotemporal learners usually train an independent model from a s…