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Ruigang Niu

3 accepted papers

2026

LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation

ICLR 2026poster

Recent advances in diffusion models have significantly improved text-to-video generation, enabling personalized content creation with fine-grained control over both foreground and background elements. However, precise face–attribute alignment across subjects remains challenging, as existing methods…

Cited by 0SourcecodeScholar
2022

Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting

IJCAI 2022poster

Forecasting the future trajectories of multiple agents is a core technology for human-robot interaction systems. To predict multi-agent trajectories more accurately, it is inevitable that models need to improve interpretability and reduce redundancy. However, many methods adopt implicit weight calcu…

Cited by 17SourcePDFScholar