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Mengyuan Ding

2 accepted papers

2024

Grasp Manipulation Relationship Detection based on Graph Sample and Aggregation

ICRA 2024poster

In multi-object stacking scenarios, exploring the relationships among objects and determining the correct sequence of operations are crucial for robotic manipulation. However, previous algorithms inefficiently combine global and local information, often focusing solely on the local features of objec…

Cited by 4SourceScholar
2022

Visual Manipulation Relationship Detection based on Gated Graph Neural Network for Robotic Grasping

IROS 2022poster

Exploring the relationship among objects and giving the correct operation sequence is vital for robotic manipulation. However, most previous algorithms only model the relationship between pairs of objects independently, ignoring the interaction effect between them, which may generate redundant or mi…

Cited by 20SourceScholar