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Dongzhuoran Zhou

2 accepted papers

2025

GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs

ICLR 2025poster

Learning on graphs is one of the most active research topics in machine learning (ML). Among the key challenges in this field, effectively learning long-range dependencies in graphs has been particularly difficult. It has been observed that, in practice, the performance of many ML approaches, includ…

Cited by 0SourcePDFScholar
2021

Specializing Versatile Skill Libraries using Local Mixture of Experts

CoRL 2021poster

A long-cherished vision in robotics is to equip robots with skills that match the versatility and precision of humans. For example, when playing table tennis, a robot should be capable of returning the ball in various ways while precisely placing it at the desired location. A common approach to mod…

Cited by 41SourcecodeScholar