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# ZD Lab @ UNC–Chapel Hill
Our research areas include:
- **AI Safety & Reliability** — risk control, uncertainty quantification, ML security
- **Responsible Computing** — societal impacts and human–AI interaction
- **Efficient ML** — efficient reasoning and test-time scaling
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