Shan Zhong

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Scalable Oversight & Alignment Theory (1)Scientific Discovery & Drug Design (1)

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Jingjie Ning (1)Xiaochuan Li (1)Ji Zeng (1)Chenyan Xiong (1)

Papers (1)

Jul 29, 2026

Jingjie Ning +43w ago

One Run Is Not an Idea: The Implementation Lottery in Automated Research

The implementation lottery reveals that relying on a single run can mislead research conclusions, with winner reversals occurring in up to 43.6% of cases.

Jingjie Ning, Shan Zhong, Xiaochuan Li +2

Eval Frameworks & Benchmarks Scalable Oversight & Alignment Theory Scientific Discovery & Drug Design

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Shan Zhong

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)