18 citations · 32 across the 7 of their papers we have counts for
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cs.RO2026
RoboDrop: Curating VLA Post-Training Data via Local Gradient Compatibility
Runze Xu, Yuanfan Xu, Cuijie Xu +4
Vision--language--action (VLA) models acquire broad generalization through large-scale pretraining, yet adapting them to a new task and robot embodiment still requires post-trainin…
cs.RO2026
The Curse of Precision: A Data Scaling Law for High-Precision Robotic Manipulation
Cuijie Xu, Yuanfan Xu, Min Xue +5
While scaling laws for imitation learning have primarily focused on generalization in open-world settings, the relationship between data and precision in closed-world tasks like ro…