Siyuan Li

LLMs struggle with complex legal rules, often missing critical exceptions, but a new benchmark and structured representation can dramatically enhance their compliance accuracy.

Zero-shot learning can now predict traffic accidents in real-time without the need for costly annotated datasets, achieving competitive results in a major competition.

PaperFlow redefines scientific paper recommendation by adapting to user interests over time, achieving unmatched alignment with real-world reading behaviors.

Freezing your VQ decoder during text-to-image post-training might be why your images are getting worse even as your CLIP scores improve.