Hanxu Hu

Open multimodal code intelligence models now rival proprietary systems, driven by a novel rubric-based data synthesis pipeline that precisely evaluates program correctness, code quality, and visual output.

RL-trained models can significantly improve unseen language translation by effectively leveraging contextual linguistic knowledge, outperforming traditional methods.