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Aug 2026
NodeBits: A Plug-and-Play Framework for Accelerating Graph Inference by Post-Hoc Binary Quantization
This paper proposes NodeBits, a lightweight plug-and-play framework that accelerates graph inference via a novel post-hoc binary quantization scheme that consistently outperforms existing GNN-to-MLP methods in both accuracy and inference speed.
Qihao Cheng, Tianhao Wu, D. Yan et al.
· Proceedings of the 32nd ACM... · 0 citations