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NeurIPS 2026

Generalized Priority-Aware Shapley Value

Kiljae Lee, Ziqi Liu, Weijing Tang, and Yuan Zhang

Also presented at the ICML 2026 CTB Workshop

Overview

This work generalizes priority-aware Shapley valuation beyond binary acyclic priority structures. It introduces a random order value on arbitrary directed weighted priority graphs, with applications to settings such as LLM ensemble valuation under cyclic preference graphs.

Citation

Lee, K., Liu, Z., Tang, W., and Zhang, Y. (2026). "Generalized Priority-Aware Shapley Value." Advances in Neural Information Processing Systems (NeurIPS).

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