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Muqing Jiang

2 accepted papers

2026

Learning Part-Aware Dense 3D Feature Field For Generalizable Articulated Object Manipulation

ICLR 2026poster

Articulated object manipulation is essential for various real-world robotic tasks, yet generalizing across diverse objects remains a major challenge. A key to generalization lies in understanding functional parts (e.g., door handles and knobs), which indicate where and how to manipulate across diver…

Cited by 0SourceScholar
2026

WoW!: World Models in a Closed-Loop World

ICLR 2026oral

Generative world models (WMs) can now simulate worlds with striking visual realism, which naturally raises the question of whether they can endow embodied agents with predictive perception for decision making. Progress on this question has been limited by fragmented evaluation: most existing benchma…

Cited by 0SourcecodeScholar