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Yuanfei Luo

2 accepted papers

2026

BagelVLA: Enhancing Long-Horizon Manipulation via Interleaved Vision-Language-Action Generation

RSS 2026poster

Equipping embodied agents with the ability to reason about tasks, foresee physical outcomes, and generate precise actions is essential for general-purpose manipulation. While recent Vision-Language-Action (VLA) models have leveraged pre-trained foundation models, they typically focus on either lingu…

Cited by 0SourceScholar
2026

Hydra-Nav: Object Navigation via Adaptive Dual-Process Reasoning

ICML 2026poster

While large vision-language models (VLMs) show promise for object goal navigation, current methods still struggle with low success rates and inefficient localization of unseen objects—failures primarily attributed to weak temporal-spatial reasoning. Meanwhile, recent attempts to inject reasoning int…

Cited by 0SourceScholar