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Author

Tian Zheng

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#artificial intelligence Review Oct 2026

Author-in-the-loop Agentic Reproducibility Auditing for a Machine Learning Conference

Reproducibility checks during peer review require a shared understanding of what authors'code is expected to reproduce. We present an author-in-the-loop collaborative audit that makes author declarations explicit inputs to an AI agent's investigation and assessment. A structured checklist records reproduction instructi...

Yu-Kun Dong, Lin-Jun Zhang, Tian Zheng · 0 citations
#human-computer interacti... Preprint Sep 2026

ForkSCOPE: Charting the Agentic Garden of Forking Paths

ForkSCOPE is presented, a human-AI collaboration framework that induces structure bottom-up from the code corpus of end-to-end analyses, without a taxonomy fixed before or after generation, so the organization and evaluation of the garden can scale with the corpus.

Arjun Balaji, B. Yeltekin, Tian Zheng · 0 citations

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