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Run Liu

2 accepted papers

2025

Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning

NeurIPS 2025poster

Federated Graph Learning (FGL) has been shown to be particularly effective in enabling collaborative training of Graph Neural Networks (GNNs) in decentralized settings. Model-heterogeneous FGL further enhances practical applicability by accommodating client preferences for diverse model architecture…

Cited by 0SourceScholar
2024

SocialNav-FTI: Field-Theory-Inspired Social-aware Navigation Framework based on Human Behavior and Social Norms

IROS 2024poster

Social navigation is a key consideration for integrating robots into human environments. Concurrently, it imposes heightened requisites: tasks must not only be executed succesfully without collisions, but also adhere to principles encompassing comprehensibility, courtesy, social compliance, comprehe…

Cited by 0SourceScholar