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Key Laboratory of Big Data & Artificial Intelligence in Transportation (Beijing Jiaotong University),, School of Computer Science and Technology, Beijing Jiaotong University, Beijing 100044, China
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By folding time into a single graph and selectively masking nodes, VisiFold achieves state-of-the-art long-term traffic forecasting with dramatically reduced computational cost.