Abstract: Highlights•Forecasting urban hotspot with automated spatio-temporal information fusion network.•Introducing multi-scale spatio-temporal operations for neural architectures search.•Searching more effective spatio-temporal information fusion methods synchronously.•Experiments on three datasets demonstrate the superiority of our framework.
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