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cs.AI2026
RCShift: Certifying When Partial Linkage Suffices for Finite-Sample Decisions
Shuheng Cao, Ruiqi Chen, Zhenhao Zhang +5
Systems with costly gold outcomes and cheaper auxiliary observations must decide how much record linkage to retain. Complete pairing retains every joint counter, while separate mar…
cs.AI2026
KNOWPLAN: Knowledge-Driven AI Agents for Smart Degree Pathway Planning
Shuheng Cao, Weijia Zhang, Jiaqi Wu +4
Planning a degree from official university sources requires solving two problems in order. The institution's curriculum must first be reconstructed from catalogs, departmental page…