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Author

O. Yue

2 papers indexed here

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Preprint Aug 2026

TEPA: Revoking Stale Memories for Conflict-Robust Language Agents

The introduction of TEPA, a revocable evidence-memory mechanism that makes validity an explicit state of memory, and the results establish lifecycle revocation as a core memory operation for agents that must falsify, audit, and later re-promote evolving knowledge.

Yan Zhou, Yue Ouyang, Kaiyang Zheng et al. · 2 citations
Preprint Aug 2026

CoBa: Cost-Effective Test-Time Scaling via Compute-Balanced Routing

This paper formulates test-time reasoning as a compute-allocation problem in which a system must decide whether the next unit of compute should be spent on generation, verification, or stopping, and introduces CoBa, a compute-balanced routing policy that first obtains a small set of candidates, applies cheap verification broadly, and routes uncertain or high-value candidates to stronger verification.

Yan Zhou, O. Yue, Kaiyang Zheng et al. · 0 citations

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