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Saiyue Lyu, Jerrold Huang, Yunbei Zhang, Janet Wang, Zhenting Wang, Yingqiang Ge, Haibo Zhang

Public reference bibliography and cataloged PDF materials authored or published by Saiyue Lyu, Jerrold Huang, Yunbei Zhang, Janet Wang, Zhenting Wang, Yingqiang Ge, Haibo Zhang.

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Where Should a Stuck Agent Spend Its Next Tokens? Causal Attribution of Inference-Time Resources

Year: 2026 • Source: arxiv.org • Listed PDF

Inference-time scaling is often treated as a token-budget problem, but a failed coding agent can seek qualitatively different resources: computation, information, or feedback. We introduce Banzhaf Resource Attribution (B...