Author

Zhengkai Zhao

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Preprint Aug 2026

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding

MultiCompose is presented, a composition framework that decouples per-concept personalization from multi-subject inference and MSP-Bench is introduced, a benchmark that jointly evaluates identity fidelity, attribute binding accuracy, and attribute misalignment through a dual-pathway protocol.

Ruirui Zhang, Zhengkai Zhao, Pan Gao · 0 citations

Jul 2026

GrainGS: Gradient-Decoupled Gaussian Splatting for Efficient Dynamic Novel View Synthesis

GrainGS is a dynamic Gaussian framework that combines a hierarchical anchor scaffold with per-Gaussian deformation that achieves high reconstruction quality, real-time novel view synthesis, and compact storage.

Jiahao He, Yi-Hua Shao, Zhengkai Zhao et al. · arXiv.org · 0 citations