Spectral Adaptive Graph Transformer for Efficient and Scalable Traffic Forecasting

arXiv:2610.25140 · cs.AI, cs.LG · Submitted 2026-10-18 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-10-18

Updated: 2026-10-18

Comments: 16 pages, 2 figures, 9 tables. Code: https://github.com/Ahghaffari/sagt

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptive Graph — 1× in this paper · explained in 1 episode
• Transformer — 1× in this paper · explained in 2 episodes

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