Researcher

Siqi Zhao

National University of Singapore

2 developments in the corpus

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SEP 8, 2026 · PREPRINT

ThinkPrior: Zero-Rollout Difficulty Priors for Cold-Start Prompt Selection in RLVR

arXiv

Unreviewed computational method study showing early-stage algorithmic improvement in rollout efficiency during cold-start prompt selection, with no difference in final task accuracy and limited scope (single model, 250-prompt pool).

PreliminarySkylar Zhai Tommy Sha Siqi Zhao

Reported

Silent-group reductionmore than halved

Wasted rollout reduction through…nearly a fifth

Generated rollout reduction (Thin…10.6%

SEP 3, 2026 · JOURNAL ARTICLE

Review and outlook of multimorbidity research in mainland China over the last 15 years

Chinese General Practice Journal.

A systematic review of multimorbidity research in China that synthesizes evidence trajectory, identifies gaps, and recommends priorities for clinical practice and policy, but does not report new primary efficacy or safety data.

Expert GuidanceZhixiang Li Ren Long Zhijie Xu

Reported

Study period2009–2025

Geographic scopemainland China