Research Collaboration with Yiming Li Research Collaborator Jul 2026 - Present
Investigating how LLM-generated peer review shapes manuscript revision using rejected ICLR papers and multi-model reviewer, rewriter, and judge pipelines.
- Testing whether open-ended reviews produce critique inflation and whether feedback-driven revisions improve reviewer-visible signals without corresponding gains in overall evaluation.
- Comparing constrained review interfaces, including Top-3 priorities, stopping rules, and cost-aware feedback, to identify more decision-relevant review designs.