Scholar
Yichi Zhang
Google Scholar ID: FzfASMUAAAAJ
DIMACS
Citations & Impact
Citations
72
H-index
6
i10-index
2
Publications
11
Co-authors
11
list available
Contact
Publications
Resume (English only)
Background
- Currently a postdoctoral researcher at the Center for Discrete Mathematics and Theoretical Computer Science (DIMACS), Rutgers University, hosted by David Pennock and Lirong Xia.
- Research focuses on designing theoretically robust evaluation metrics to incentivize high-effort human feedback, evaluate data quality, and supervise AI systems.
- Earlier work centers on peer prediction, aiming to design scoring and reward mechanisms that elicit honest, high-effort information without ground truth.
- Recent work examines how generative AI reshapes data collection, investigating methods to detect and discourage LLM-generated or low-effort feedback and safely use noisy or misaligned AI feedback in downstream decision-making.
- One of the main organizers of the annual Workshop on Incentives in Academia (WINA).
